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Leaving the underground
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Recent Sessions with some of Africa's brightest minds.
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Doctoral Student @ MIT
HR Manager @ Pernod Ricard Western Africa
Senior Digital Communications Analyst @ Oando Plc
Creative Director @ Thalia Bespoke Nigeria
Senior Writer @ TechCabal
Managing Director & Computer Science PhD Student @ The Diasporic Group & Cornell University
Human Rights & Humanitarian Lawyer @ Avocats Sans Frontieres Humanitaires du Cameroun
Educator @ Covenant University
Senior Lecturer @ The Technical University of Kenya
Personal Brand Therapist | Bus Consultant | Relationship Counsellor | Content Creator @ NEST Consolidated
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Top answers from some of our sessions.
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I think this is a bit dangerous. Attempting to ascertain sentimental correlations and apply them to huge financial decisions may work in certain contexts and you could definitely train a model with 99% training accuracy on this task, but future situations that are dependent on complex human action can never be adequately represented by a numerical parameterization and a finite state machine. If the model is not large enough, we will not learn all the possible combinations of interactions. If it is too large, then we only learn the context of our training dataset. That being said, you could do both and get good results during training. Personally, I do not have extensive NLP experience or Bayesian experience in production, but their fundamentals suggest that they would learn this type of model well independently or in conjunction. Naïve Bayes is good for state estimation-based decision making, and NLP can be used to model language and extract sentiment. However, these models depend completely on the input dataset that one utilizes, and the chosen labels (if using a supervised method) that are often subjective. Using data from the internet is also dangerous because it is next to impossible to have humans annotate every piece of training data without spending a large amount of money, and learning from problematic input data can lead to problematic situations.To make this less vague, take the 2016 example where Tay, a chatbot made by Microsoft and trained on Twitter data, became extremely racist in less than a day of online training (https://twitter.com/geraldmellor/status/712880710328139776). Attempting to determine causation in a data driven sense is a slippery slope, and until AI solves the data-driven generalization problem (which I believe may be never) I wouldn't build a system like this in production until I could guarantee significant human supervision and have looked at the ethical implications on those who do not financially benefit from the proposed system.

Ifueko Igbinedion
Doctoral Student @ MIT
What is the duration of your preferred exit/ROI when you invest? - 7-10 years (although we might sell a % shares earlier to lock profits in secondary markets) What are the top 5 criteria you consider when investing? * Large Market Size * High Quality of team * Really painful Problem / real market need * Distribution/Acquisition Channel * Simple business model Since your journey investing, what has been your biggest mistake and lesson learned? * Not sure I''ve made a big mistake yet, but we''re still early and mistakes are part of the journey * My biggest lesson is the quality of the team matters most, so invest in quality founders that I can see myself working for. What are top sectors you have invested in? * Fintech * Crypto * Education * Just done a deal in social commerce (TwoCents Exclusive) As a startup, what should i think of or put in place before contacting an angel investor or VC? *Have a product, show you can build something and have some users I understand the risk of investing in start ups, how do you react when a startup you invested in does not produce good returns or fails? * I expect at least 70-80% of my investments to fail As an aspiring venture capitalist, what is are the steps in being one and your general advice? * Start a startup and learn from the experience * Try writing an investment thesis/memo on a company that hasn''t raised money and why you would invest in them, check out opentraction.com for sample investment memos

Yele Bademosi
Investor @ Microtraction
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Picking the minds of Africa's finest.
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