Understanding AI with Kelwin Fernandes (Part 3 of 3)

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Our third and final Part of our great Privacy Kitchen series, Understanding AI with Kelwin Fernandes, Part 3 is now live!

Understanding AI with Kelwin Fernandes

Make sure you check out both videos before diving into Part 3.

• Part 1 covers what AI is, which organisations are using it, and which teams are using it. 
• Part 2 covers Training Data, Supervised vs Unsupervised models, as well as delving into input, outputs, and more.

Understanding AI, Part 3

Part 3, now online, covers the following: 

• 00:17     AI: In-House or external via API
• 03:50    The API Route: risks & fine-tuning
• 07:16     Risk-managed alternative to fine-tuning
• 08:20    How much data do you need?
• 10:15      AI Risk: Security, Ops, Bias, etc
• 12:49     AI, Data & Ethics
• 13:32     AI & The Problem of Control
• 14:55    AI: Uncertainty & Safeguards
• 16:50    Accountability & Transparency
• 18:06   EO, EU AI Act, GDPR & AI
• 19:10    Recommended books on AI
• 20:23   Key Tip to get the best from AI

Here’s a taster, with a risk-managed alternative to fine-tuning:

Kelwin’s Book Recommendations

In the 3-part video series, Kelwin recommends a number of books to help organisations and individuals better understand AI. 

Two books Kelwin recommends around AI from a business perspective: 

• ‘Prediction Machines: The Simple Economics of Artificial Intelligence’ by Ajay Agrawal, Joshua Gans, and Avi Goldfarb. “Named one of ‘The five best books to understand AI’ by The Economist. The impact AI will have is profound, but the economic framework for understanding it is surprisingly simple.”
• ‘Power and Prediction: The Disruptive Economics of Artificial Intelligence’ by Ajay Agrawal, Joshua Gans, and Avi Goldfarb. “Disruption resulting from the proliferation of AI is coming. The authors of the bestselling Prediction Machines can help you prepare.”

And general AI book recommendations from Kelwin: 

• ‘Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy’ by Cathy O’Neil. “A former Wall Street quant sounds an alarm on the mathematical models that pervade modern life and threaten to rip apart our social fabric.”
• ‘Human Compatible: AI and the Problem of Control’ by Stuart Russell. “Humans dream of super-intelligent machines. But what happens if we actually succeed? Creating superior intelligence would be the biggest event in human history. Unfortunately, according to the world’s pre-eminent AI expert, it could also be the last.”
• ‘Rebooting AI: Building Artificial Intelligence We Can Trust’ by Gary Marcus and Ernest Davis. “Two leaders in the field offer a compelling analysis of the current state of the art and reveal the steps we must take to achieve a robust artificial intelligence that can make our lives better.”

Kelwin Fernandes & Nilg.ai

Kelwin Fernandes is CEO and Founder of Nilg.ai with a PhD in Computer Science (Machine Learning). As well as being as technical as they come, Kelwin is expert in explaining AI to non-technical people so they’re equipped to make the right decisions.

Founded in 2018, Nilg.Ai helps to guide organisations in using AI to improve their business processes. The main aim of Nilg.Ai is to help every company across the globe make efficient and adaptable decisions at scale based on data. They believe that AI is the single tool that allows this. Their vision is to be the standard for AI adoption, making any company highly efficient, ever-improving, and adaptable.

With a company with such a keen eye and passion around AI, Kelwin was the perfect guest to invite on Privacy Kitchen.

Thanks for Watching!

If you enjoyed this series, please make sure you check out more videos from both Privacy Kitchen and NILG_AI for more plain-speaking, practical help and insights on Privacy and AI.

And if there are any topics you would like Privacy Kitchen to focus on, please do let us know.

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