U S. and China, by the Numbers The New York Times

Exporters will be required to apply for an export license to MOFCOM in order to receive permission to export the restricted items. If, in the process of the application review, the restricted items for export are found to “have a major impact on national security”, then the application will be sent to the State Council for further approval. Operators who export the listed items without an approved export license face potential penalties and criminal responsibility. The meeting with Premier Li Qiang furthered the bilateral consensus that more cooperation is needed between the US and China to fight climate change. The readout calls for the two sides to “strengthen coordination, build consensus, and act promptly to form a joint force to deal with climate change to the greatest extent”. Meanwhile, Kissinger stated that “the US-China relationship is of vital importance to the peace and prosperity of both countries and the world” and that he is “willing to continue to make efforts to enhance mutual understanding between the people of the US and China”.

Catalysts for Change

A US bipartisan congressional delegation led by Senate Majority Leader Chuck Schumer held a rare meeting with President Xi Jinping on Monday afternoon. The Bureau of Industry and Security (BIS) of the US Department of Commerce (DOC) has released three rules tightening export restrictions on advanced computing semiconductors, semiconductor manufacturing equipment, and supercomputing items to China. If the meeting goes ahead as planned, it will be the first face-to-face meeting between the two leaders since November 2022, when they met on the sidelines of the G20 Summit in Bali, Indonesia. White House Press Secretary Karine Jean-Pierre confirmed in a back-and-forth with a reporter at a press meeting that the much-anticipated meeting between President Joe Biden and President Xi Jinping will be held at the APEC Summit in San Francisco in mid-November.

Nuclear security

On Middle East policy, the Biden campaign had staunchly criticized the Trump administration’s unilateral withdrawal from the Joint Comprehensive Plan of Action (JCPOA), more commonly known as the Iran Nuclear Deal and it has begun re-engaging Iran on the nuclear dossier since assuming office in January 2021. However, serious obstacles remain for responsible actors in expanding non-proliferation efforts toward a nuclear-free zone in the Middle East. As the world’s biggest importer and exporter respectively, US-China trade had been on an upward trajectory since diplomatic ties were established.

Resident urges minister to halt ex-bomber tests

After holding out against unification demands from China’s communist rulers for more than 70 years, Taiwan is now at the heart of the deepening discord between China and the United States. The island’s fate has the potential to reshape the regional order and even to ignite a military conflagration — intentional or not. A virtual summit in November between President Biden and China’s top leader, Xi Jinping, produced no breakthrough steps toward better relations.

July 2020 – China’s Houston consulate shut down; Pompeo blasts Xi

The statement was released after John Kerry’s three-day visit to Shanghai, which was the first official trip to China by a Biden Administration official. The Chinese embassy in Washington expressed “strong concern” and “firm opposition” to the joint statement, saying China will firmly safeguard its national sovereignty, security, and development interests. According to the law, individuals or entities involved in making or implementing discriminatory measures against Chinese citizens or entities could be put on an anti-sanctions list. Chinese authorities also have the power to take countermeasures against other individuals or organizations with specific ties to blacklisted individuals or entities. China’s national legislature, the National People’s Congress (NPC), approved the Anti-Foreign Sanctions Law. The new law offers legal foundation for China to counter US and EU sanctions over trade, technology, Hong Kong, and Xinjiang.

China Expels American Journalists

The conclusion of the meetings coincided with the release by the MEE of a Methane Emissions Control Action Plan, a potential move to lay the groundwork for further discussions on methane reduction at COP28. The meetings between He and Yellen are an important stepping stone to the much-anticipated meeting between President Xi Jinping and President Joe Biden on Wednesday, November 15, during the APEC Summit in San Francisco. The two sides struck a conciliatory tone and reached a consensus to improve cooperation on a number of issues, while acknowledging areas of disagreement.

  1. Pompeo’s successor Antony Blinken later reaffirms Pompeo’s declaration, as does President Joe Biden in his first official call with Xi Jinping.
  2. The US Secretary of State Antony Blinken spoke with China’s top foreign policy official, Yang Jiechi, in their first high-level conversation since President Joe Biden took office.
  3. These entities include Shanghai Aisinochip Electronics Technology Co., Ltd. (a leading manufacturer of security control chips), Changsha Jingjia Microelectronics Co., Ltd. (the first Chinese manufacturer of graphics processing units), and Shaanxi Reactor Microelectronics Co., Ltd. (a designer of high-speed power semiconductors).
  4. The announcement comes in the wake of a series of meetings between US and Chinese officials in recent weeks and months, which could potentially lay the groundwork for a meeting between President Biden and President Xi.

US-China talks come at time of heightened tensionUS-China talks come at time of …

In July 2020, the Trump administration ordered the closure of the Chinese consulate in Houston. This effort was allegedly led by Lin Biao, head of the military, who died in a mysterious plane crash over Mongolia while trying to defect to the Soviet Union. In July 1971, Henry Kissinger feigned illness while on a trip to Pakistan and did not appear in public for a day.

Tsai’s successor, current DPP leader and Taiwanese Vice President Lai Ching-te, called for reopening dialogue with China to “replace confrontation” during his 2024 presidential election victory speech and pledged to maintain the “cross-strait status quo,” aligned with his party. Cross-strait tensions have escalated since the election of former Taiwanese President Tsai Ing-wen in 2016. Tsai refused to accept a formula that her predecessor, Ma Ying-jeou, endorsed to allow for increased cross-strait ties. Meanwhile, Beijing has taken increasingly aggressive actions, which includes flying fighter jets near the island. Some analysts fear a Chinese attack on Taiwan has the potential to draw the United States into a war with China. As Beijing signals its resolve to “unify” Taiwan by sending unprecedented numbers of warplanes, including bombers, well into Taiwan’s ADIZ, there are rising risks of an accidental collision with Taiwan’s fighter jets monitoring China’s incursions that could spark wider conflict.

He was actually on a top-secret mission to Beijing to negotiate with Chinese Premier Zhou Enlai. In science collaboration, The Nature Index ranks the joint research between the two countries as the world’s most academically fertile. U.S.-China scientific collaboration grew by more than 10% each year on average between 2015 and 2019. Even following the global spread of COVID-19, American and https://www.broker-review.org/ Chinese experts collaborated more during the past year than over the previous five years combined. This has led to over 100 co-authored articles in leading scientific journals and frequent joint appearances in science-focused workshops and webinars. CFR’s Richard Haass and David Sacks argue in Foreign Affairs that the United States should end its policy of strategic ambiguity toward Taiwan.

They have significant economic ties and are significantly intertwined, yet they also have a global hegemonic great power rivalry. As of 2023, China and the United States are the world’s second-largest and largest economies by nominal GDP, as well as the largest and second-largest economies by GDP (PPP) respectively. Collectively, they account for 44.2% of the global nominal GDP, and 34.7% of global PPP-adjusted GDP. Yet China’s predatory industrial policies, cyberhacking, economic coercion, and efforts to bend international institutions to its preferences have all exacerbated geoeconomic competition.

President Clinton signs the U.S.-China Relations Act of 2000 in October, granting Beijing permanent normal trade relations with the United States and paving the way for China to join the World Trade Organization in 2001. In 2006, China surpasses Mexico as the United States’ second-biggest trade partner, after Canada. That year, President Bill Clinton launches a policy of “constructive engagement” with China. However, after Beijing loses its bid to host the 2000 Olympic Games, the Chinese government imprisons Wei again.

With this action, the Commerce Department will have approximately 600 Chinese entities on the Entity List – more than 110 of which have been added since the start of the Biden Administration. Throughout the summit and the 29th APEC Economic Leaders’ Meeting in Bangkok, Thailand, which takes place from November 17 to 19, President Xi Jinping will also be holding meetings with French President Emmanuel Macron, Senegalese President Macky Sall, and Argentine President Alberto Fernández, among others. On the afternoon of November 14, 2022, US President Joe Biden and Chinese President Xi Jinping held their first face-to-face meeting since Biden took office in early 2021.

For example, of the roughly 4,500 artificial intelligence-involved companies in the world, about half operate in the U.S. and one-third operate in China. According to a widely cited study by PricewaterhouseCoopers, the U.S. and China are set to capture 70% of the $15.7 trillion windfall that AI is expected to add to the global economy by 2030. Taiwan likely doesn’t have the capabilities to defend against a Chinese attack without external support, analysts say. Even though Tsai prioritized increasing defense spending, with a record budget of more than $19 billion for 2023, China’s defense spending is still estimated to be around twelve times the size of Taiwan’s.

These companies and entities added to the Entity List are required to apply for licenses from the Commerce Department and face tough scrutiny when they seek permission to receive items from American suppliers. Sherman will be the second senior American official visiting China since President Joe Biden took office, following a visit to Shanghai in April by John Kerry, Biden’s special envoy on climate. US Deputy Secretary of State Wendy Sherman will travel to the eastern Chinese city of Tianjin from July 25 to July 26 and meet with Chinese officials, including Chinese Foreign Minister Wang Yi. The officials stressed they were not advocating for decoupling but wanted businesses and academics to understand that the Chinese government has a sweeping national plan to dominate in these fields. The move represents the US’s determination to compete with China for technological supremacy.

In 1979, outstanding private claims were resolved and a bilateral trade agreement was completed. Vice President Walter Mondale reciprocated Vice Premier Deng’s visit with an August 1979 trip to China. This visit led to agreements in September 1980 on maritime affairs, civil aviation links, and textile matters, as well as a bilateral consular convention. Richard M. Nixon mentioned in his inaugural address that the two countries were entering an era of negotiation after an era of confrontation.

Meanwhile, according to the readout from the Chinese Ministry of Foreign Affairs, Wang once again reiterated that Taiwan is a “red line” issue for China and that the US should continue to abide by the one-China principle and the three joint China-US communiqués. He also called on the US to “stop arming ifc markets review Taiwan and support China’s peaceful reunification”. US Secretary of State Antony Blinken has met with President Xi Jinping, Foreign Minister Wang Yi, and Minister of Public Security Wang Xiaohong during a three-day visit to China, holding “in-depth, substantive, and constructive discussions”.

Biden was the first U.S. president to invite Taiwanese representatives to attend the presidential inauguration. The United States participates in military training and dialogues with Taiwan, regularly sails ships through the Taiwan Strait to demonstrate its military presence in the region, and has encouraged Taiwan to increase its defense spending. Under President Donald Trump, the United States deepened ties with Taiwan over Chinese objections, including by selling more than $18 billion worth of arms to the military and unveiling a $250 million complex for its de facto embassy in Taipei. Trump spoke with Tsai by telephone ahead of his inauguration, the highest level of contact between the two sides since 1979. He also sent several senior administration officials—including a cabinet member—to Taipei, and during his last days in office, the State Department eliminated long-held restrictions governing where and how U.S. officials can meet with their Taiwanese counterparts. At the same time, it severed its diplomatic ties and abrogated its mutual defense treaty with the ROC.

In a speech on Tuesday, May 10, President Joe Biden stated that he would consider removing tariffs on Chinese goods in an effort to reduce the price of goods in the US. The statement comes a week after the US Trade Representative initiated a statutory procedure to review US tariffs on Chinese goods in the lead-up to the four-year anniversary of the tariffs being implemented. In a routine press briefing on Wednesday 11 May, Foreign Minister Zhao Lijian urged the US to remove the tariffs, stating that “I think it’s time for the US administration to reconsider and to cancel it as early as possible”. The export controls will affect both US companies and companies from a third-party country that sells US-made items to China. Moreover, it also “restricts the ability of U.S. persons to support the development, or production, of ICs [integrated circuits] at certain PRC-located semiconductor fabrication “facilities” without a license”.

Análisis de datos: Qué es, metodologías, tipos y usos

Aprende a usar las herramientas para extraer, analizar y procesar grandes cantidades de datos desde cero, con el objetivo de tomar las mejores decisiones comerciales. Si quieres una herramienta para el business intelligence, busca Qlik Sense, un gestor de información con integración en la nube para tener la analítica de datos al alcance de toda la empresa. Crea automatización de tareas, alfabetiza los datos y permite realizar la búsqueda de información con lenguaje natural. Además ofrece también QilkView, una solución más tradicional, pero con muchas ventajas para la visualización de los datos.

Data Science

analisis de datos trabajo

Hay muchos recursos disponibles para que aprendas Python, desde cursos gratuitos hasta programas en línea pagos y libros. Algunos recursos disponibles en inglés son freeCodeCamp, DataCamp, CodeBasis, Programming with Mosh and Microsoft Learn. Para poder encontrar relaciones entre https://emprendernegocio.mx/conseguir-un-salario-por-encima-del-promedio-en-el-mundo-de-los-datos-gracias-al-bootcamp-de-tripleten/ variables y generar predicciones basadas en esas asociaciones, también debes estar familiarizado con correlación y regresión. Desde publicaciones de redes sociales a transacciones financieras, pasando hasta por historias clínicas, no hay nada que nos permita hacer un filtro.

¿Qué hace un Analista de datos y cómo convertirse en uno?

  • El candidato será fundamental para interactuar con los clientes, comprender sus requisitos y traducirlos en soluciones tecnológicas escalables y viables utilizando nuestra pila tecnológica basada en Python.
  • Pueden ser administrados en formato impreso o en línea, y permiten obtener información directa de los participantes.
  • Ante este panorama de aumento a gran escala, la labor del analista de datos resulta crucial.
  • Como analista de datos, una de tus principales tareas será la de extraer datos de bases de datos y SQL es el lenguaje que se utiliza para hacerlo.

Para cumplir con el objetivo de interpretar datos, es necesario que se te den muy bien los números, como ya vimos en el conjunto de habilidades. Para conseguir un trabajo como analista https://eldigitalextra.com/mexico/conseguir-un-salario-por-encima-del-promedio-en-el-mundo-de-los-datos-gracias-al-bootcamp-de-tripleten/ de datos, primero debes crear un plan de aprendizaje. Deberás aprender nuevas habilidades y estrategias que tomarán tiempo y requerirán del mejor esfuerzo y disposición.

Analista de Datos (Data Analyst): qué es, qué hace y salario medio

  • Permite identificar la estructura de la red, los nodos clave y la difusión de información dentro de la red.
  • Desde publicaciones de redes sociales a transacciones financieras, pasando hasta por historias clínicas, no hay nada que nos permita hacer un filtro.
  • Únete a la red de los mejores desarrolladores del mundo y consigue un trabajo de analista de datos remoto full-time y a largo plazo con mayores ingresos y crecimiento profesional.
  • El análisis de conglomerados puede ser aplicado en diversos campos, como el marketing, la biología, la genética, la segmentación de clientes, entre otros.
  • Los contratistas realizan inspecciones de casas centradas en fotos utilizando la aplicación móvil de la empresa, que genera todos los informes de seguros de inmediato para una aprobación rápida.

Por ejemplo, por qué pocos usuarios hacen check-out en tu sitio de compras a pesar de llenar carritos. Así evitarás poner atención en variables e información que no serán valiosas y que podrían ocupar mucho de tu tiempo. Cuando se llevan a cabo los tres anteriores, entonces es posible crear una estrategia para tomar decisiones futuras, que debe tener en cuenta lo que ha sucedido, por qué ha sucedido, qué puede pasar y cuáles acciones deben tomarse en consecuencia.

La fase primordial del proceso de análisis de datos no puede separarse de una definición cuidadosa y clara del problema, de la necesidad, del objetivo del propio análisis. Este primer paso también ayuda a orientar la elección de la mejor metodología y las herramientas a utilizar. Por lo tanto, podemos decir en general que se aprovechan todos los conocimientos lógicos y tecnológicos para apoyar eficazmente las decisiones futuras y comprender mejor lo que ocurrió en el pasado. Antes de solicitar ese primer trabajo, querrás desarrollar algunas habilidades básicas de analista de datos, incluyendo SQL, R o Python, gestión de datos, análisis estadístico y visualización de datos.

Data and reporting analyst

Desde proveedores de servicios de salud hasta tiendas minoristas o restaurantes de comida rápida, los puestos de trabajo de los analistas de datos se encuentran prácticamente en todos los sectores. Los empleadores que quieran conocer mejor a sus consumidores curso de análisis de datos o usuarios se benefician de los conocimientos que aportan los analistas de datos. Si estás en un puesto de trabajo remoto de analista de datos, es probable que tengas que enseñarle a otras personas el sistema de recopilación de datos.

analisis de datos trabajo

Islamophobia Awareness Month Deconstructing and challenging stereotypes about Islam

Islamophobia Awareness Month Deconstructing and challenging stereotypes about Islam

French President Emmanuel Macron’s speech in October accusing Islam of isolationism and of being ‘in crisis’, could not have provided better evidence of the challenge of Islamophobia facing European societies today.
For decades, Muslims who have long made Europe and Western countries their and their children’s homes, and to which they make immeasurably valuable contributions as citizens, those Muslims have warned that the most serious forms of Islamophobia are those which emanate from unsuspected sources.
While one would expect Islamophobic statements and attacks to come from Far-Right, xenophobic, white supremacist, neo-Nazi clusters, it shouldn’t be expected of a Centrist President of a major country such as France which itself is home to millions of Muslims. Further, it comes at a time when the entire world is debating the question of race, and nations are trawling through their respective legacies to see what gross crimes against other people were committed in order to provide the socio-economic conditions under which they currently live. It would’ve been thought that a politician of such stature should have been more careful.
Yet, such is the challenge of the rising and ever-expanding disease of Islamophobia, that few even in the much more tolerant Britain, even cared to mention it.
IAM launch event at the London Muslim Centre, 2nd Nov 2012Therefore, the Islamophobia Awareness Month (IAM) this November could not have come at a more apt time, nor under more telling circumstances. An annual fixture now, after the challenges of launching this fantastically important initiative by a group of prominent organisations back in 2012, it is a crucial landmark in the history of British society and its development in relation to matters of race, faith and culture. The month-long campaign seeks to deconstruct and challenge stereotypes about Islam and Muslims. (Image: IAM launch event at the London Muslim Centre, 2nd Nov 2012)
IAM was initiated by, amongst others, The Cordoba Foundation, Enough Coalition Against Islamophobia, London Muslim Centre, Mend/Engage, Federation of Students Islamic Societies and the Muslim Council of Britain.
Even with the immense challenges of having to deal with the Covid-19 outbreak and lockdowns that bear great costs on all sections of society, IAM is a vital reminder of the added difficulties life in modern Britain brings to so many, including countless on the frontlines of maintaining a semblance of normalcy and care.
The Cordoba Foundation is proud to once more welcome the Islamophobia Awareness Month, and pledges to continue to work with others, towards celebrating the values and tenets of this great global faith, followed by a fifth of the world population, and to remove any stigma attached to being a Muslim in Britain. 

Dr Anas Altikriti
The Cordoba Foundation




by Prince Debo Luwaji

In This Issue

Part 1 – Nigeria: Mishandling of a simple protest
What sparked the mass protests?
Demands of the protesters
The case against SARS

Part 2 – What breaks the peace
Role of the President
Two distinct youth movements behind the protests
The Governor’s reaction
International condemnation of the brutal crackdown
Pervading frustration: how much time do we have?

Part 1 – Nigeria: Mishandling of a simple protest

Militarising civil protest is not only dangerous but history has proven that the consequences of doing so is dire.

The use of the military on Tuesday 20 October, 2020, to supress the largely peaceful protests by youths in Lekki, Lagos and other locations in Nigeria was so plainly wrong-headed that it is difficult to imagine that those who authorised it did not foresee its inevitable outcome. What began as a largely peaceful #EndSARS protest, has in one moment of ill-advised official high-handed reprisals, turned into #LekkiMassacre and #BlackTuesday.

Several protesters have been killed and hoodlums have taken over from the hitherto peaceful gatherings, unleashing mayhem on government property and drawing officers of the law into bloody confrontations with protestors. Some men of the police force count among the casualties and a few police stations have also been torched. There are reports of shopping centre looting as well as the targeting of homes and businesses of families linked to politicians. It is hurtful to recall that these same protests were generally acknowledged, both home and abroad, as peaceful and well-organised everyday the youths were on the streets, until Tuesday’s violence.

Within 24 hours, by the close of Wednesday 21 October, the loss of property in Lagos alone has cost in the region of $450m US dollars. Places set ablaze included the Nigeria Port Authority, Lekki Toll Gate, BRT Bus Terminal, along with no less than 60 Mass Transit vehicles, Television Continental, and the Oriental Hotel Victoria Island. The last of these two properties are believed to belong to a prominent politician. The Federal Road Safety and Vehicle Inspection Offices as well as the Governor’s family house in the city were also damaged. The once revered palace of Oba of Lagos was also not spared in the mindless arson, his symbol of authority seized. Many local government offices in the metropolis were torched or damaged.

Additionally, the mayhem, as reported in the business news, seems to have dampened investors’ sentiment, leading to a decline in the equity market, where “market capitalisation of equities depreciated by N113bn from N14.98tn the previous day to N14.87tn – as market sentiment remained in the negative territory because of the #EndSARS crisis”.

In retrospect, many believed that a ten-minute address by the President and Commander-in-Chief of the Nigerian armed forces Muhammadu Buhari, if broadcast in the wake of the growing protests, would have made all the difference required to calm nerves and encourage the protesting youths to vacate the streets.

Writer and philosopher George Santayana once said, “those who cannot remember the past are condemned to repeat it”. In other words, when we fail or refuse to learn from the mistakes of the past, it becomes inevitable that we make the same avoidable errors.

There are historians who believe that the collapse of Nigeria’s First Republic and the nation’s unfortunate three-year civil war (1967–1970) that claimed millions of lives actually had its roots in Western Nigeria, where street protests against the perceived rigging of the 1965 Western Regional Elections was mishandled. The deployment of maximum force by soldiers and brutal Police squads to quell those protests spiralled into ‘Operation Wetie’ — a wave of sporadic arsons and widespread destruction of property.

Drawing from this, it is imperative that the government and all men of goodwill in Nigeria begin immediately to take measures to douse the flames and avoid further needless bloodshed and a calamitous end result.

Nigerians are a largely peaceful people who often wilfully overlook the excesses of those in government. In a general sense, life is tough, and making a living in the absence of any significant socio-economic support systems imposes on most people a daily hustle that starts from dawn and ends at dusk. Thus, what the average citizen asks for is nothing more than an atmosphere of peace and the freedom to pursue their legitimate undertakings.

Although the majority are enlightened and have a full grasp of all news regarding the corruption and unbridled greed of many politicians and public officials, you will hardly see Nigerians mount-up mass protests against their leaders. The time required for such frivolities is simply too expensive to spare. The majority of people are in such an impoverished state that anything that would shift their focus and time off work (or their business pursuits) will lead to terrible consequences for their dependants. So, most often, they simply take whatever is thrown at them – increased power tariffs, hikes in fuel prices, with equanimity and move on.

Within this context, it made the #EndSARS protests an unprecedented event and a serious embarrassment to the government? So how did it start?

What sparked the mass protests?

A young man, Joshua Ambrose, was reportedly thrown to his death from a fast moving vehicle belonging to the Special Anti-Robbery Squad of the Nigerian Police in Ugbeli, Delta State. This coincided with other reports of abuse at the hands of the police, something that has become commonplace. For the youth, it was one loss of life too many. Their spontaneous reaction resembles the one ignited by the Tunisian vegetable vendor – Mohammed Bouhazizi who set himself ablaze in frustration after his wares were seized by overbearing state officials, sparking off protests in Tunisia. There was also a report of a young man here who committed suicide after the seizure of his phone by SARS prevented him from closing a deal on the stock exchange, plunging him into huge loss.

The Nigerian government swiftly reacted by announcing the dismantling of the much-maligned SARS and replacing it with the Special Weapons and Tactics Team (SWAT), proclaiming this as the beginning of the administration’s elaborate plan towards police reforms, Incidentally, this wasn’t acceptable to the youth who saw it as mere tokenism, much like pouring the same wine in a different bottle with a new label. And so, the protests continued and had stretched beyond the second week by #Black Tuesday.

Demands of the protesters

To be sure, the demands of the youth didn’t seem extra-ordinary. On Sunday, 11 October, the protesters put up five demands to be met by the Federal Government of Nigeria. The demands, which were signed by ‘A Nigerian Youth’ – apparently to prevent any leader or group within them from being identified as the arrowhead of the protests, asked for immediate release of all those arrested during the protests, as well as justice and compensation for all those who died through police brutality in Nigeria.

They wanted notorious officers of the SARS identified for their various atrocities brought to justice. At the root of their concerns is the reform of the police who currently operate in such deplorable conditions that have largely contributed to their inhumane attitude towards the people.

From street to street, the protesters grew in number and were encouraged by the outpouring of support from demonstrations in different cities of the world calling on the government to grant them a hearing. The protests largely mirror the legitimate frustrations of the Nigerian youth, whose lot has gone from bad to worse over the years. Joblessness has reached an all time high, and those who have any job are mostly paid a pittance despite possessing university degrees. Higher education is gradually losing its value to the youth because of the hopelessness that awaits most university graduates. According to Dr. Willie Siyanbola, Director General of the National Centre for Technological Management, a staggering 60% of Nigerian graduates are unemployed.

The youth have taken to heart Martin Luther King Jr’s statements, that “a patriot must always be ready to defend his country against his government”, “protest beyond the law is not a departure from democracy; it is absolutely essential to it”, and “If I were to remain silent, I’d be guilty of complicity”.

The case against SARS

Worst is the accusation of profiling youths, levelled against the SARS. In these days of social media technology, there is indeed proofs gathered through video footage of encounters that lend credence to this accusation. These special departments of the Nigerian Police assumed incredible power of their own, and apparently operate unchecked. Taking advantage of the notoriety of some Nigerians in cyber-crime around the world, harassment and intimidation of the youth became routine. A youth driving an expensive car is damned. The youth on the street with dreadlocks or simply dressing ‘young’ is an easy target. They are stopped indiscriminately, their phones seized and contents checked. Any communication on the phone can be used as incriminating, and the victims are sometimes made to transfer as much funds as the arresting police team can extract. Often, the victim sees his cooperation as a life-saving necessity. These incidents are replicated across the country and have been getting from bad to worse.

Part 2 – What breaks the peace

“Protesting is never a disturbance of the peace. Corruption, injustice, war and intimidation are disturbances of the peace.” ― Bryant McGill

The exact number of lives lost to the reportedly heavy-handed intervention of the Nigerian security forces on Tuesday, 20 October during the youth’s #EndSARS protests in Lekki Lagos and other parts of the country may take a while to be fully ascertained, if ever. Figures being quoted vary from 4 to 40, depending on who you listen to. Some commentators swear the casualties are more, others say the social media orchestration of a ‘massacre’ was a politically motivated exaggeration of what actually happened in Lekki. Without being an eye witness or having independent facts, it pays to be suspicious of everything you gather on social media in these days of creative and manipulative graphics.

What is fairly certain at this juncture, however, is that the reported carnage of Tuesday ignited a conflagration that enveloped the entire city in the subsequent three days. When the dust of the mindless mayhem settled, the damage was incalculable. The financial losses incurred by the state and private citizens, in Lagos especially, was far higher than initially estimated. It could be well over three billion dollars, an unacceptably high figure for a nation in recession and currently reeling in trillions of dollars of external debt. Public assets were not the only targets of the rampaging hoodlums who took advantage of the mayhem that ensued after the organised and peaceful protests had been violently dispersed. Private businesses located in malls and business districts were not spared; a truly sorry situation from which many of the victims may never recover without government assistance.

Role of the President 

Considering the overwhelming local and international outcry against the reported carnage of #BlackTuesday, especially the Lekki demonstrators, who were not only peaceful throughout their 12-day protests but were indeed recorded to be waving the Nigerian flag and singing the national anthem, even as the menacing soldiers advanced on them. There was a general expectation that President Buhari’s much awaited address would unavoidably take its cue from that incident. Not a few were disappointed when the president’s eventual speech made no direct reference to it.

In his national broadcast of 22 October, the President admitted this much:

“The choice to demonstrate peacefully is a fundamental right of citizens as enshrined in Section 40 of our Constitution and other enactments; but this right to protest also imposes on the demonstrators the responsibility to respect the rights of other citizens, and the necessity to operate within the law. As a democratic government, we listened to, and carefully evaluated the five-point demands of the protesters. And, having accepted them, we immediately scrapped SARS, and put measures in place to address the other demands of our youth”.

Referring to the extensive carnage witnessed all over the country in the last few days, President Buhari could not see how all these could have been executed in the name of the #EndSARS protests; “I am indeed deeply pained that innocent lives have been lost. These tragedies are uncalled for and unnecessary. Certainly, there is no way whatsoever to connect these bad acts to legitimate expression of grievance of the youth of our country”. The President concludes further that “the spreading of deliberate falsehood and misinformation through the social media in particular, that this government is oblivious to the pains and plight of its citizens, is a ploy to mislead the unwary within and outside Nigeria into unfair judgement and disruptive behaviour”.

In fairness, the government did scrap the SARS – the police unit accused of assault, illegal detentions and extra-judicial killings, on 11 October, 2020, about the fourth day into the protests. This was a commendably prompt response that the President now claims may have been misconstrued by his detractors as weakness. But the demonstrators had called for more extensive police reforms and in other areas of governance.

Two distinct youth movements behind the protests

To put it in context, it is evident that two sets of youths were involved in what can clearly be separated into different incidents over the last 2 weeks or so in Nigeria. Those behind the #EndSARS protests, which by the way was a spontaneous reaction at the start of the protest, were mostly educated youths, including renowned artists who organised themselves in the most peaceful manner possible. They raised funds among themselves and extensively from those who were sympathetic to their cause at home and abroad. They ate, danced and slept at the Lekki Toll Gate and other designated gathering points across the country. For the most part, they resisted any attempts of miscreants to infiltrate them, and thugs caught in their midst were handed over to the police. Given their nobility and their calm conduct, this was the last set of people that you would imagine the authorities would want to disperse violently.

The second set of youths were the miscreants and hoodlums, who were initially either watching from the sidelines or had to alter their participation to the peaceful manner dictated by their more refined protests leaders. All this changed dramatically and predictably after the Tuesday incident. The marauding group  took over and these are the  criminals, who had grudges with the police and the state for obvious reasons, attacking and burning police stations, prisons to free inmates, and engaging in an audacious looting spree.

I drove around some parts of Lagos on Thursday 22 October, the second day of the curfew. What I witnessed was scary. No policemen to be found anywhere, only weed-smoking hooligans manning illegal check points mounted on the highways and extracting money from the few motorists who dared to be on the road. Considering the sheer numbers of these disgruntled hooligans, and they can be found in almost every community within the state, the weaponised poverty I witnessed gave me an impression of a city playing with fire while sitting on a keg of highly flammable substance. Monuments and state assets which took several years and colossal amounts of money to build can be brought to ashes simultaneously at various locations by a few unchecked mobsters in no time at all.

The Governor’s reaction

One can sympathise with the Governor of the state, Babajide Sanwo Olu who dissociated himself from protesters at the point where the demonstrations turned disastrous. In his televised address on Friday 23 October, after inspecting the horrendous carnage in parts of the state, the Governor appeared visibly overwhelmed. His frustration was mirrored in a leaked interview he had with a foreign envoy, now in the public domain, in which his undeniable voice was heard lamenting whatever caused the misdirected operatives to shoot at the peaceful protesters. Some excerpts are reproduced below:

Governor: Straight to the point, you knew there was a curfew declared at about 10.30 in the morning, that there was meant to be total lockdown and people are to vacate the streets and be in their homes from 4pm. That was the instruction that was passed out. So at 6 o’clock or thereabouts, when we realised that the protesters at the toll plaza were still there, there were several appeals from civil societies and some of the parents that we should extend the curfew time. We graciously communicated thereafter that the curfew would be extended till 9pm (take off time) before we get the security operatives out.

So those were the communications that were out to a whole lot of security operatives, but I think at about 7 o’clock or thereabouts, there was a small unit of the military that now were not there, and we heard that gunshots were fired. Initially, we couldn’t even believe it, because, security operatives were not meant to be there ‘til around 10 o’clock or 11, so why would anybody be there?

 Envoy: But the Army said they were not there. Was the army there or not?

Governor: I think the footage showed that they were the military. I wasn’t there on the ground myself but some of the things captured on camera showed that it was the army.

Envoy: Why is the army denying it then?

Governor: They don’t report to me, you know, I wouldn’t know why. The instructions were that they shouldn’t be there until around 10pm. I think there must have been some miscommunication somewhere in their own formation. What we heard is that the unit that went there, their location is less than 10 minutes from where the incident occurred. You know, its straight down the same road, 5 minutes from their barracks they actually could get there. I don’t know who gave those instructions. I don’t know how they missed the information that was passed on.

Envoy: Just to be clear, you are not saying that people should have been opened fire on because they disobeyed the curfew?

Governor: Absolutely not. There were no instructions to that effect. I am not a party to that. I would never instruct people to open fire on protesters.

What kind of security setup do we have in Nigeria which could allow a sitting Governor, the Chief Executive Officer of the state, not be the dominant voice in deployment of forces of intervention in matters whose ugly repercussions are entirely for his state to bear? Notwithstanding his disavowal, however, Governor Sanwo Olu and those who supported the drafting of soldiers to quell the peaceful protests, even if the soldiers had gotten their timing right, grossly underrated the inevitability of the maximum damage that the military are trained to inflict in battles.

International condemnation of the brutal crackdown

The condemnations that trailed #BlackTuesday have been massive, coming from prominent voices everywhere. At home, former President Olusegun Obasanjo, Nobel Laureate Prof. Wole Soyinka and the opposition Peoples’ Democratic Party, among others, reprimanded the government for its heavy-handedness and called for restraints on all sides. Internationally, former US presidential candidate Hilary Clinton, Twitter’s CEO Jack Dorsey, Archbishop of Canterbury, and current US Democratic Candidate Joe Biden, condemned the development in the strongest possible terms, calling for the perpetrators to be brought to justice.

The European Union said it was shocked by the killings in the wake of the #EndSARS protests. In a Statement by the High Representative / Vice-President Josep Borrell on Wednesday 21 October said that “it was looking forward to seeing the sort of reforms that would be put in place to ensure police reforms. It is crucial that those responsible for abuses be brought to justice and held accountable”.

Nigeria’s Vice president, Prof. Yemi Osibajo SAN promised this much on Thursday 22 October when he received at the Presidential Villa, Abuja, an American government delegation including the US Assistant Secretary, Bureau for Democracy, Human Rights and Labour, Bob Destro; US Assistant Secretary, Bureau for Conflict Stabilisation Operations, Denise Natali; the Counselor of the US Department of State, Thomas Ulrich Brechbuhl; and the Charge d’Affairs, US Embassy, Kathleen FitzGibbon as well as Foreign Affairs Minister, Geoffrey Onyeama.

According to the Vice President, at-least 13 states in the country including Lagos, have since established Judicial Panels “to seek justice and to compensate those whose rights have been breached.”

Plans are afoot to investigate all cases of police brutality including any extra-judicial killings, prosecute erring police officers, create new state-based Security and Human Rights Committees, as well as provide compensation to victims of the disbanded Special Anti-Robbery Squad (SARS) and other police units.

Pervading frustration: how much time do we have?

The Nigerian government is running out of time to quell the growing dissatisfaction among the populace. There are those who believe that a slice of the monstrous emoluments of the few in power, starting with those members of Assembly, the atrocious entitlements of ex-governors and the financial leakages in all tiers of government, would make a telling difference in the sectors of education, social amenities and police welfare. A Senator of the National Assembly, Ali Ndume – Chairman of the Senate Committee on Army in an interview on Channels Television said, the problem goes beyond the emoluments of the National Assembly alone, “the overall cost of governance is too high. Right now, Nigerians are spending N13 trillion on less than 5% of the people”.

Surprisingly, even in the midst of the current national crisis, no less than four large warehouses were discovered in Lagos and other states, between Wednesday 21 and Friday 23 October, stuffed to overflowing with essential everyday foodstuffs which were meant as palliatives for the masses during the recent Covid-19 lockdown. There are reasons to believe that similar yet-to-be-discovered storage facilities are in many other states. People suffered hunger and deprivation during the 4-month Covid lockdown, and still do. Yet, several million dollars worth of foodstuffs provided by the government, and with local and international donations, which would have assuaged their hardships, were kept locked-up by conscienceless politicians for whatever reasons – perhaps to gain political leverage at a later date when distribution would have more electoral value.

It would be interesting to understand on whose orders these foodstuffs were stored? Why did they remain in safe keeping several weeks after they ought to have been distributed?

These issues are galvanising a generation already disillusioned with the ruling class. The government needs to take concrete action to assuage people’s widespread discontent or there will be plenty of protests to come.


Debo Luwaji is a Prince of the Alake dynasty, Egbaland, Ogun State Nigeria where he is resident. He is an educationist, a trained journalist and a writer. He is an alumnus of London School of Journalism, The Polytechnic Ibadan, Lagos State University and Pan African University (Lagos Business School) where he obtained degrees and post graduate diplomas  in Journalism,  Educational Management, law and Media Enterprise respectively. He runs a charity initiative, HSA-LANE Vocational Institute, that empowers indigent youth and women through free training and post-training start-ups.

© The Cordoba Foundation 2020.

All rights reserved. No part of this publication may be reproduced, stored in a retrieval system or transmitted in any form or by any means, electronic or otherwise, without prior permission of the The Cordoba Foundation.

Views and opinions expressed in this publication do not necessarily reflect those of The Cordoba Foundation.

Dr Anas Altikriti – Chief Executive
Dr Abdullah Faliq – Managing Director
Prof. Jerome Krase
H.D. Forman
Sandra Tusin

Published in London by The Cordoba Foundation



Webinar Report: US 2020 Elections and Prospects of Democracy in the MENA Region

Webinar Report: US 2020 Elections and Prospects of Democracy in the MENA Region

The coming US elections couldn’t have happened under more dramatic nor crucially important circumstances.
The world sits ravaged by the Coronavirus, economies braced for one of the worst downturns in living memory and countries and societies polarised and divided like never before. Therefore an election that would decide not only the shape and direction of the US administration for the next four years, but potentially some of the most critical questions facing humanity in several generations, is one that demands full attention.

Whether it be global health care and well- being, racial and economic equality, the economy, climate change, public, personal and cybersecurity, privacy and data regulation, human rights and democracy or extremism and terrorism of all types, whoever sits in the White House come January 2021, will be instrumental.

The Cordoba Foundation in collaboration with Alwaleed bin Talal Centre for Muslim-Christian Understanding, Georgetown University convened a very timely webinar on 11th of August, which addressed the US elections and its potential impact on democracy in the MENA region. The webinar attracted much attention for understandable reasons. The Trump administration, in the eyes of many, gave oxygen to oppressive regimes and elevated the status of ‘strongmen’, otherwise more commonly known for being dictators, tyrants and oppressors and a return of President Trump would send a clear message that America would continue to not only stand by, but grant actual support to the regimes of Israel, Egypt, Saudi Arabia, and UAE among others.





www.thecordobafoundation.com https://acmcu.georgetown.edu/

The Cordoba Foundation with
Prince Alwaleed bin Talal Centre for Muslim-Christian Understanding, Georgetown University


**Zoom Webinar**






Tuesday 11TH August 2020

6pm-7:30pm (UK) | 1pm-2:30pm (USA)




Prof John L. Esposito
University Professor of Religion and International Affairs and of Islamic Studies and Founding Director of the Prince Alwaleed bin Talal Centre for Muslim-Christian Understanding and of The Bridge Initiative: Protecting Pluralism – Ending Islamophobia at Georgetown University. In 2019 he was S. Rajaratnam Professor of Strategic Studies, Rajaratnam School of International Studies, Singapore. His has authored more than 55 books on the Middle East, Islam, Violence and Democracy. A former President of the American Academy of Religion and Middle East Studies Association of North America, he is a member of the World Economic Forum’s Council of 100 Leaders and the E.C. European Network of Experts on De-Radicalisation, a Senior Scientist for The Gallup Centre for Muslim Studies, and ambassador for the UN Alliance of Civilisations.


Phyllis Bennis
Fellow of the Institute for Policy Studies in Washington, and of the Amsterdam-based Transnational Institute. She writes and speaks widely across the U.S. and internationally on Middle East issues including Palestine-Israel, US wars and US foreign policy – appearing in the media, lecturing at universities and teach-ins, briefing parliamentarians and government officials. She is a co-founder of the U.S. Campaign for Palestinian Rights and currently serves on the national board of Jewish Voice for Peace and the board of the Afro-Middle East Centre in Johannesburg. Her books include Understanding the Palestinian-Israeli Conflict: A Primer, and Understanding ISIS and the New Global War on Terror. She has served as an informal adviser to several top UN officials on Palestine issues and was short-listed twice to become the UN Special Rapporteur on Human Rights in the Occupied Territory.


Dr Abdullah Al-Arian
Associate professor of history at Georgetown University in Qatar where he specializes in the modern Middle East and the study of Islamic social movements. He is the author of Answering the Call: Popular Islamic Activism in Sadat’s Egypt (Oxford University Press). His next book compares the historical experiences of Islamist movements in six different countries and will be published by Cambridge University Press. He is also editor of the Critical Currents in Islam page on the Jadaliyya website.


Dr Nader Hashemi
Director of the Centre for Middle East Studies and an Associate Professor of Middle East and Islamic Politics at the Josef Korbel School of International Studies at the University of Denver. He is the author of Islam, Secularism and Liberal Democracy: Toward a Democratic Theory for Muslim Societies (Oxford University Press, 2009) and co-editor of The People Reloaded: The Green Movement and the Struggle for Iran’s Future (Melville House, 2011), The Syria Dilemma (MIT Press, 2013) and Sectarianisation: Mapping the New Politics of the Middle East (Oxford University Press, 2017).


Dr Anas Altikriti – Moderator
Founder and CEO of The Cordoba Foundation; Advisor on global strategic affairs and leading figure in the global Anti-war movement. Hostage negotiator since 2005.



Zoom Registration:


All welcome


To submit questions in advance, please email: info@thecordobafoundation.com


Supported by: School of Social Sciences, University of Westminster | Forward Thinking | Middle East Monitor | Egyptian Institute for Studies | Centre for British-Turkish Understanding | Quartet21


Analista de dados ou cientista de dados: qual a diferença?

Tendo uma boa compreensão sobre o processo de análise de dados, o profissional pode naturalmente migrar para a função de Cientista de Dados e então trabalhar com Machine Learning e IA. Espera-se que um Analista de Dados use técnicas analíticas em intervalos regulares e apresente relatórios. Por outro lado, um Cientista de Dados lida com estruturas de dados e visa automatizar tarefas para resolver problemas complexos. O foco está mais na administração e eficiência do banco de dados em si e não tanto na análise dos dados contidos nele. Os DBAs trabalham essencialmente com SGBDs (Sistemas Gerenciadores de Bancos de Dados) como Oracle, SQL Server, DB2, MySQL, Postgres, MongoDB e bancos de dados em nuvem. Eles constroem e mantêm sistemas que permitem que grandes volumes de dados sejam processados e analisados.

A onda de agressão a professores no mundo: ‘Ficar perto da porta para sair correndo’

Mas uma vez, suas habilidades podem ser usadas por qualquer empresa interessada em analisar dados e prever tendências a partir dos dados. Concluindo, podemos apontar que a principal diferença entre o papel de analista de dados e cientista de dados é que analistas de dados terão maior foco em análises para respostas Trazendo o futuro para o presente: explorando a ciência de dados e machine learning rápidas. Quem é analista de dados gera insights para decisões e até união dos dados com a experiência e intuição para a resolução de problemas. Cientistas de Dados são especialistas na interpretação de dados, mas também tendem a ter experiência em programação e modelagem preditiva (Machine Learning).

  • Aqui estão algumas das distinções entre as duas funções em termos do que elas fazem e onde são necessárias.
  • Espera-se que essas pessoas coletem, analisem e interpretem conjuntos de dados, pouco a pouco, para revelar padrões significativos neles.
  • Esta informação não só oferece um panorama do valor do mercado para esses profissionais, mas também destaca a importância estratégica que eles desempenham nas organizações.
  • Não é apenas sobre lidar com números ou estatísticas; é sobre extrair significado e valor de um mar de dados, possibilitando insights que moldam decisões empresariais, políticas públicas, e até mesmo avanços científicos.

Qual curso fazer para ser Cientista de dados?

Isso pode incluir a obtenção de um diploma em ciência da computação, estatística ou áreas relacionadas, bem como a participação em cursos e treinamentos adicionais em análise de dados e tecnologias relevantes. Seu foco é mais em relatar as informações presentes nos dados e fornecer insights para tomada de decisão de negócios. Eles geralmente precisam ser habilidosos com ferramentas de visualização de dados e ter um conhecimento básico de Estatística. Para exercer sua função, o profissional dessa área precisa ter um amplo conhecimento que envolve estatística, ciência da computação, matemática, linguagens de programação e técnicas avançadas de análise de dados. Por outro lado, os cientistas de dados vão além, realizando análises mais complexas, desenvolvendo modelos preditivos e soluções de aprendizado de máquina para resolver problemas de negócios mais amplos. Os cargos de analista de dados e cientista de dados podem parecer iguais ​​para quem está fora da área, mas, na verdade, essas duas funções são muito diferentes.

Você dentro do mercado

Essa “entrega” pode se dar por meio de repositórios de dados como Data Warehouses e Data Lakes, por meio de APIs de acesso, por meio de containers, por meio de pipelines ou outras opções. O papel de um Engenheiro de Dados é planejar e executar o pipeline de dados, garantindo que os dados estejam disponíveis para uso com segurança e dentro dos padrões regulatórios. Em comparação, os Engenheiros de Dados tendem a trabalhar em projetos ligados à infraestrutura de dados.

analista e cientista de dados

Eles precisam de boas habilidades de apresentação para mostrar suas descobertas em termos leigos para as partes interessadas da empresa. Independentemente das diferenças e semelhanças, essas duas profissões desempenham um papel fundamental e há muito espaço para crescimento profissional com um amplo mercado de atuação. O volume de dados gerados continuará aumentando e cada vez mais as empresas perceberão a importância de desenvolver uma cultura data-driven, onde a análise de dados está no centro das estratégias corporativas. Vale destacar que a análise de dados não precisa ser um cargo dentro da área de tecnologia da informação. Hoje, diversos setores buscam esse tipo de especialista para basear a tomada de decisão, como o marketing, o setor administrativo e de recursos humanos. Se você deseja seguir essa carreira promissora, é essencial desenvolver habilidades em programação, estatística, machine learning e storytelling de dados.

  • Ou seja, se faz necessário não só ter objetivos claros e um bom planejamento, como também ter pessoas dedicadas no desenvolvimento, implementação e operacionalização dos projetos.
  • Habilidades como pensamento crítico, resolução de problemas, comunicação e colaboração também são fundamentais para se destacar no mercado de trabalho.
  • A demanda por profissionais de dados no mercado está imensa e o mercado está super aquecido.
  • Isso ocorre porque muitos analistas de dados geralmente avançam para funções de cientista de dados mais tarde em suas carreiras.

Além dos fundamentos de data science, é importante que você faça introdução à ciência de dados para se capacitar e adquirir esta profissão. O curso pode ser feito em 2 meses e os pré-requisitos são ter experiência em estatística e programação em Python. A iniciação à ciência de dados vai ajudá-lo a aprender sobre análise e manipulação de dados com estatística, comunicação de dados, banco de dados, dados em escala etc.

analista e cientista de dados

Os analistas de dados geralmente trabalham ao lado de engenheiros e gerentes seniores para criar processos de modelagem e tomar decisões baseadas em dados. Essas explicações são fornecidas através de visualizações e relatórios, para que as empresas possam tomar decisões estratégicas com eles. Duas profissões https://piauinoticias.com/educa%C3%A7%C3%A3o/114012-trazendo-o-futuro-para-o-presente-explorando-a-ci%C3%AAncia-de-dados-e-machine-learning.html importantes que lidam com análise de dados, são frequentemente definidas de maneira vaga e às vezes usadas de forma intercambiável entre si, minando claramente a distinção entre elas. Aqui estão algumas das distinções entre as duas funções em termos do que elas fazem e onde são necessárias.

O cientista de dados, por sua vez, analisa dados de várias fontes e os utiliza para criar modelos preditivos que possam ajudar nas decisões da empresa. Por isso, esse profissional costuma trabalhar mais próximo dos líderes de TI e stakeholders da organização. Como dissemos, a principal responsabilidade de um analista de dados é criar relatórios e apresentações que comuniquem informações extraídas de dados aos gestores da empresa.

Accounts Payable Specialist Certification Exam Cost Included

accounts payable management

Traditionally, accounts payable departments were relatively decentralized, relying on physical storage for invoices, for example. Now, though, with the advent of purpose-built AP software and other digital solutions, there’s little excuse not to embrace centralization and the benefits it offers. https://edutechinsider.com/navigating-financial-growth-leveraging-bookkeeping-and-accounting-services-for-startups/ Some people mistakenly believe that accounts payable refer to the routine expenses of a company’s core operations, however, that is an incorrect interpretation of the term. Expenses are found on the firm’s income statement, while payables are booked as a liability on the balance sheet.

accounts payable management

Questions about AP platforms?

For one, delaying payment can erode supplier relationships and goodwill. This can result in slower deliveries, less willingness to fix issues, delayed responses to important queries, and stricter payment terms. Accounts receivable (AR) and accounts payable are essentially opposites.

accounts payable management

Develop Management Workflows

  • The entire idea is to be on your game and make as few mistakes as possible.
  • A company can shorten the CCC by for example, lengthening its terms of purchases.
  • Start a risk-free trial and see how using BILL means spending an average of 50% less time on the accounts payable process.
  • Regularly review your accounts payable performance metrics to identify areas where further improvements can be made.
  • Xero offers three pricing plans, depending on the needs of your business.

Account Payables Management refers to the set of policies, procedures, and practices employed by a company with respect to managing its trade credit purchases. Supplier information may vary over time (acquisitions, contact changes, location changes, etc.). To avoid potential difficulties, accounts payable staff should be informed about the recent supplier information. Accounts payable is a liability account, so if you’re using double-entry accounting, any increase to this account would be posted as a credit, with a corresponding debit made to an expense account. BILL integrates with top accounting software, eliminating the need to enter data more than once.

Stronger Vendor Relationships.

All the while, ensuring controls are at pace to support growth no matter the business working environemnt. As the volume of digital transactions increases, ensuring robust protection and confidentiality measures for sensitive data is important. Future accounts payable trends will witness a heightened focus on implementing advanced cybersecurity protocols and encryption technologies. This proactive approach aims to safeguard financial data, mitigate risks, and maintain the trust of stakeholders.

accounts payable management

At Business.org, our research is meant to offer general product and service recommendations. We don’t guarantee that our suggestions will work best for each individual or business, so consider your unique needs when choosing products and services. However, some businesses may choose to keep records for a longer https://thepaloaltodigest.com/navigating-financial-growth-leveraging-bookkeeping-and-accounting-services-for-startups/ period. A purchase order gives both you and the seller a clear understanding of what is being bought and the terms of the transaction. The receipt includes a description and the number of items included in the shipment. Assume, for example, that Acme Manufacturing needs to order a $10,000 piece of machinery.

Centralizing accounts payable processing offers numerous advantages to businesses, enhancing efficiency and financial control. This approach provides better visibility and transparency, allowing businesses to monitor payments, track liabilities, and ensure accurate financial reporting. Effective Navigating Financial Growth: Leveraging Bookkeeping and Accounting Services for Startups is crucial for businesses to handle outstanding debts and liabilities to vendors in a timely and efficient manner. It involves optimizing the payment process, ensuring timely payments, taking advantage of early payment discounts, and maintaining good relationships with suppliers.

Slow Invoice Processing Times

  • In a worst-case scenario, AP staff face a lot of barriers with their day-to-day responsibilities when AP processes are manual.
  • The many benefits of healthy vendor relationships include preferential pricing, improved responsiveness, partnership on new product development, and flexible payment terms.
  • The procurement team plays an integral part in many businesses, managing the purchase of goods and services from vendors.
  • That means avoiding late payments and less time fussing over the details.
  • Breaking down silos and promoting cross-functional cooperation will be crucial for a seamless flow of information.