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Facebook, AI Researchers Create most Detailed Population Density Maps of Africa

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Facebook is working closely with key non-profit and research partners to use artificial intelligence (AI) and big data to address large-scale social, health and infrastructure challenges in sub Saharan Africa. These efforts range from rural electrification in Tanzania to vaccinating people in remote corners of Malawi.

Facebook is applying the processing muscle of its compute power, its extensive data science skills and its expertise in AI and machine learning to create the world’s most detailed and accurate maps of local populations. Facebook also partners with Columbia University’s Center for International Earth Science Information Network (CIESIN (http://www.ciesin.org/)) to ensure that this effort leverages the best available administrative data for all countries involved.

The Boston-based Facebook team uses advanced computer vision and machine learning to combine satellite imagery from Digital Globe with public census data and other sources to create detailed population density maps of Africa. Using Facebook’s machine learning capabilities, Facebook started developing population density maps to provide better tools to support connectivity efforts around the world. No Facebook data has been or will be used in the project and the census and satellite data used contain no personally identifiable information.

High-resolution satellite imagery already exists for much of the world. However, prior to Facebook’s mapping project, it would have required countless hours for volunteers to comb through millions of square miles of pictures to identify which contained a tiny town or remote village.

The Facebook team used AI to solve that problem, efficiently crunching through data at a petabyte scale. For Africa alone, for example, the computer vision system examined 11.5 billion individual images to determine whether they contained a building. The team found approximately 110 million buildings in just a few days.

“Having started my career at USAID working on malaria control, I have witnessed first-hand the critical role that accurate data plays in the effectiveness of humanitarian efforts,” says Laura McGorman, a public policy manager at Facebook. “What’s exciting about projects like these that they provide an opportunity for our company to contribute to these efforts through our expertise in data and machine learning.”

In Malawi, the Missing Maps Project used these AI-powered maps to filter out the 97% of the terrain that is uninhabited. This helped to coordinate the efforts of 3,000 Red Cross volunteers in Malawi who visited roughly 100,000 houses in just three days to educate people about measles and rubella vaccines.

“The maps from Facebook ensure we focus our volunteers’ time and resources on the places they’re most needed, improving the efficacy of our programs,” says Tyler Radford, executive director of the Humanitarian OpenStreetMap Team, which is part of the Missing Maps Project.

In addition to assisting the Red Cross and Missing Maps Project in Malawi, the maps have been used by aid groups like the Bill and Melinda Gates Foundation, the World Bank, and Humanitarian OpenStreetMap. In Tanzania, Facebook’s AI-powered maps helped kick-start efforts to bring renewable electrification to rural areas.

To understand which locations would benefit most from decentralized energy solutions, the Humanitarian OpenStreetMap Team collaborated with the Reiner Lemoine Institut and Integration Environment and Energy to combine Facebook’s population maps with detailed data on settlement locations and structures from OpenStreetMap.

Humanitarian OpenStreetMap team personnel then travelled to villages identified as high priority and conducted surveys to understand the populations’ electricity needs. The results of these surveys were provided to agencies involved in rural electrification, helping mini-grid operators choose the most appropriate locations to begin the work.

The Facebook population density maps project now aims to keep adding new continents and countries.

 


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E-Business

Confronting the Google Monolith: Survival Strategies for Online Businesses

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By Reuben Kalu.

In the vast expanse of the digital realm, Google looms large, an omnipresent force shaping the way we navigate, search, and conduct business online.

From its humble beginnings as a search engine to its current status as a multifaceted tech behemoth, Google has entrenched itself deeply into the fabric of the internet.

Its influence is undeniable, its reach unparalleled, and its ubiquity seemingly inescapable. But can you truly run an online business without Google?

The answer, in today’s digital landscape, is a resounding no. You have no choice.

Google’s dominance extends across multiple facets of the online world, making it virtually impossible for businesses to thrive without engaging with its ecosystem.

From search engine optimization (SEO) to online advertising, email services to analytics, Google’s suite of products and services permeates every aspect of the online business landscape.

Attempting to operate without Google is akin to swimming against a relentless tide, fighting an uphill battle fraught with obstacles and limitations.

At the heart of Google’s influence lies its search engine, the gateway through which billions of internet users navigate the vast expanse of online content. .

Google’s search algorithms wield immense power, determining which websites rank prominently in search results and which languish in obscurity.

For businesses seeking to attract organic traffic and expand their online presence, optimizing for Google’s search algorithms is not merely advisable—it’s imperative.

But Google’s influence extends far beyond search. Consider Google Ads, the company’s advertising platform that enables businesses to reach targeted audiences through paid search, display, and video advertising.

With billions of searches conducted on Google each day, Google Ads provides unparalleled reach and visibility, allowing businesses to target potential customers with pinpoint accuracy.

Attempting to compete in the online advertising arena without leveraging Google Ads is akin to entering a battle unarmed—a futile endeavor destined for failure.

 

Moreover, Google’s suite of productivity tools, including Gmail, Google Drive, and Google Workspace, has become indispensable for businesses seeking to streamline their operations and enhance collaboration.

With seamless integration across devices and platforms, Google’s productivity tools offer unparalleled convenience and efficiency, empowering businesses to work smarter, not harder.

Attempting to eschew Google’s productivity suite in favor of alternative solutions is not only impractical but also unwise, depriving businesses of the tools they need to succeed in today’s fast-paced digital landscape.

Furthermore, Google Analytics stands as the gold standard for web analytics, providing businesses with invaluable insights into their online performance and audience behavior.

From tracking website traffic and user engagement to analyzing conversion metrics and customer demographics, Google Analytics offers a comprehensive toolkit for optimizing online marketing strategies and driving business growth.

Attempting to gauge online performance without leveraging Google Analytics is akin to flying blind, devoid of the critical data needed to make informed decisions and drive meaningful results.

But perhaps the most formidable aspect of Google’s influence lies in its role as a gatekeeper of information and access.

With billions of users relying on Google’s platforms and services each day, the company wields immense control over the flow of online traffic and the dissemination of information.

For businesses seeking to connect with customers and expand their reach, Google’s dominance presents both a tremendous opportunity and a formidable challenge.

Attempting to circumvent Google’s influence and establish an online presence independent of its ecosystem is a Herculean task, fraught with uncertainty and risk.

In essence, attempting to run an online business without engaging with Google is akin to swimming against a relentless tide, fighting an uphill battle fraught with obstacles and limitations.

While alternative platforms and solutions exist, none possess the ubiquity, reach, and influence of Google’s ecosystem.

To thrive in today’s digital landscape, businesses must embrace Google’s dominance and leverage its suite of products and services to their advantage. You have no choice.

In conclusion, Google’s pervasive influence permeates every aspect of the online business landscape, making it virtually impossible to escape its grasp.

From search engine optimization to online advertising, productivity tools to web analytics, Google’s ecosystem encompasses a vast array of products and services that have become indispensable for businesses seeking to succeed in the digital age.

While alternative solutions may exist, none possess the ubiquity, reach, and influence of Google’s ecosystem.

To thrive in today’s digital landscape, businesses must embrace Google’s dominance and leverage its suite of products and services to their advantage.

You have no choice.


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Hydrogen Hosts Catalyst Workshop, Highlights Resilient Business Models for Fintech Startups

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As part of its mission to empower African businesses with tools needed to thrive, garner admiration, and foster global acclaim, leading payment solution company, Hydrogen Payment Services Company Limited (Hydrogen), recently partnered with the Co Creation Hub (CcHub), to host the latest edition of the Catalyst workshop in Lagos.

The discourse addressed the potential risks and opportunities for startups and saw experts advise participants on the need to develop resilient business models that would scale across different economic climes.

Moderated by Miracle Ezechi, Digital Marketing Manager, Hydrogen, the panel session addressed dominant issues about the theme: ‘Adapting Fintech Business Models to Economic Climes: Flexibility, Agility and Customer-centricity’.

Mr. Emeka Awagu, Chief Technology Officer, Hydrogen, who spoke as a panellist, addressed the issue of customer-centricity, which according to him, is key to Fintech growth.

He advised startups to listen to customer demands and understand their needs in order to develop the right solutions that will lead to long term market viability.

“Innovation is key for startup growth. However, understanding customers’ needs and change in behaviour will help any startup to innovate better.

“Startups must be flexible and agile to develop solutions with high interoperability and processing speed, and they must be ready to learn from startups that have failed,” Awagu said.

With an estimated 61.07 percent of startups failing, the participants stressed the need for prudence.

“Statistically, a staggering number of startups fail, often due to financial mismanagement. Hence, founders must prioritise understanding and maintaining a healthy the Cost-to-Earnings ratio.

“It is not just a number, but a pivotal indicator of a company’s financial health as well as being a key attractiveness determinant for investors,” Awagu added.

On his part, Ina Alogwu, the Group Director, Digital Transformation, ARM HOLDCO, who also spoke as a panellist at the session, stressed the need for startups to develop sustainable products and solutions that will help them remain competitive in an environment that is faced with harsh economic realities.

“Many startup businesses fail within their first five years, however upcoming startups should not be discouraged, rather develop a culture that will encourage them to understand the reasons for failure and learn from mistakes.

“Startups should not be too rigid with their solutions and should be ready to accept changes that will drive innovation,” Alogwu stated.

Hydrogen will be deepening its economic impact series with a webinar planned for Thursday, April 25, even as businesses across Africa continue to face an array of challenges, ranging from inflation and currency fluctuations to rising operating costs.

Themed ‘Navigating Economic Challenges: Strategies for Sustainable Growth,’ the webinar will delve into key areas critical for businesses to not only survive but thrive in the face of economic adversity. Register using this link – https://bit.ly/Hydrogenwebinar.

Esteemed panellists for this event include Taofik Odukoya, CEO, Vanguard Pharmacy, and Okechukwu Odimgbe, Chief Financial Officer, Hydrogen. The session will be moderated by Nnenna Sam-Obioha, Ecosystem Orchestrator, Hydrogen.

 


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Dexude Secures Funding to Revolutionize Education in Nigeria, Beyond

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Dexude, a leading edtech platform with operations in Nigeria, has announced that it has been awarded the prestigious Business Finland TEMPO funding.

Dexude Secures Funding to Revolutionize Education in Nigeria, Beyond

Charles Emembolu, founder of Dexude,

This significant funding injection marks a pivotal moment in Dexude’s journey towards transforming education through its AI-powered, live-first, expert-led, and community-driven platform.

The Business Finland TEMPO funding is specifically designed to support startups and SMEs aiming for international growth by building their expertise and solutions into international success stories in innovative ways.

Dexude’s commitment to innovation, coupled with its vision to enable a billion learners worldwide, aligns perfectly with the objectives of the TEMPO funding.

Commenting on this milestone achievement, Charles Emembolu, founder of Dexude, remarked, “We are incredibly honored and excited to receive the Business Finland TEMPO funding. This funding is not only a validation of Dexude’s mission to reinvent education but also a testament to the hard work and dedication of our team. With this support, we are poised to accelerate our efforts in democratizing access to quality education and empowering learners across Nigeria and beyond.”

L-r; Kelvin Chikezie, co-founder of Dexude; Kashifu Inuwa Abdullahi, Director-General/CEO of the National Information Technology Development Agency (NITDA); and Charles Emembolu, founder of Dexude

Kelvin Chikezie, co-founder of Dexude, added, “Securing the Business Finland TEMPO funding is a significant milestone for Dexude. It underscores our commitment to leveraging technology and innovation to revolutionize the way people learn and grow. We are grateful to Business Finland for believing in our vision, and we are excited to embark on this next chapter of Dexude’s journey.”

Dexude is on a mission to redefine education by providing learners with access to influential experts and thought leaders, live interactions, and a vibrant community-driven learning experience.

Through its platform, Dexude aims to break down barriers to learning and empower individuals to pursue their passions and unlock their full potential.

 

 

 

 


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