"Machine Learning Foundations, Volume 1: Supervised Learning" – available at http://
amzn.to/4syhPal Benefits: Master the key concepts of supervised machine learning, including model capacity, the bias-variance tradeoff, generalization, and optimization techniques Implement
AI
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Machine Learning Foundations book on supervised learning available
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Book recommendation: Machine Learning for Tabular Data by Manning
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Excellent book from @ManningBooks >> "Machine Learning for Tabular Data: XGBoost, Deep Learning, and AI," by @MarkRyanMkm & @lucamassaron Get it here: http://
amzn.to/41J8WA6 • Master XGBoost
• Apply deep learning to tabular data
• Deploy models locally and in the cloud
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Gary Marcus mocks AI overview, prefers web links
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i don’t use the ai overview (except to laugh at them); the web links are mostly fine
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Claude Shannon helped kickstart machine learning
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Claude Shannon Helped Kick-start Machine Learning — “Shannon didn’t bother predicting the future—he just went ahead and invented it”: https://
spectrum.ieee.org/claude-shannon
-information-theory
…
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See this award-winning book: https://
amzn.to/3L1yQES -
AI societal attack risk, Mythos solution, and hidden greater threat
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I was the first to tell you about that risk. But it isn't what really scares me. The AI now can attack our society at scale. Mythos was part of the solution. Companies were using it to close their security vulnerabilities. There's a lot worse than an AI that someday decides
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AI Agent Evaluation Bootcamp June 27 with Discount Code
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Evaluating AI Agents — Bootcamp on June 27 hosted by @PacktPublishing @PacktDataML — register with my discount code 'KIRK50' at this link to save: https://
eventbrite.co.uk/e/agent-evals-
bootcamp-tickets-1990306501323?aff=kirk
… Participants will be guided through the fundamentals of Evaluating AI Agents, covering: Why modern -

Workshop: Build Reliable GenAI Apps with Evals and Observability
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Workshop hosted by @PacktPublishing @PacktDataML — "Build Reliable GenAI Applications with AI Evals, Observability, and Testing" 𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗵𝗲𝗿𝗲 with my discount code 'KIRK40' (𝟰𝟬% 𝗢𝗙𝗙 already applied): https://
eventbrite.co.uk/e/build-reliab
le-genai-applications-with-ai-evals-observability-testing-tickets-1987301251540?aff=KirkB&discount=KIRK40
… 𝗟𝗲𝗮𝗿𝗻:
How production AI -
UiPath AgentHack: Build Agentic Automation Solutions with $50K Prize
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Hackathon hosted by @devpost UiPath AgentHack PRIZES: $50,000 in cash DEADLINE: June 29 NOTE: Teams of up to 4 members are eligible Build a production-ready agentic automation solution on the UiPath platform using your coding agent of choice START:
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WorldCache framework accelerates diffusion world models 3.7x faster
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What if your AI world model could run 3.7x faster without sacrificing quality? Researchers from the Chinese Academy of Sciences and ETH Zurich introduce WorldCache—a caching framework for diffusion world models. Instead of naively skipping steps, it uses a curvature-guided score
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Enactive AI: Learning by Acting, Not Just Processing Data
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What if AI learned by acting, not just processing data? Banafsheh Rafiee and Richard Sutton are pushing for a new direction: Enactive AI. Instead of treating perception as passive input processing, their method sees it as active, embodied skill — agents learn by doing and