Machine Learning X Doing
@mlxdoing
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Machines that learn as we do. Solving the human condition and the economy so we can live better lives. Digital economic transformations, apps and next-level AI.
Toronto, ON 👉
Joined June 2020
Data-driven economics impact that adds value. From banks to business; government to gaming; tech to trade; food to fashion; utilities to universities; real estate to racing; motion pictures to the metaverse.
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Calculated focus. Unfiltered freedom. Code in repose. Logic in motion. Solve your world. MLXD | from Machine Learning X Doing #MLXD #MachineLearning #Innovation
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Facing challenges? Failure is just another word for "training data." 📉 ➔ 📈 In Reinforcement Learning and #AIResearch, every missed jump is a weight adjustment. It’s not about the fall; it’s about the optimization before the next attempt. Doing. #AI #MachineLearning #RL
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The Second Enlightenment Era is upon us, thanks to AI.
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A new era beckons.
The Second Enlightenment: Powered by AI. For centuries, the Age of Enlightenment championed Reason, Science, and Individual Liberty. AI is the engine for its long-awaited sequel: what I call the "Second Enlightenment" will radically amplify human impact. As AI breaks down all
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2/4: They're interconnected domains with key overlaps. Causal inference builds on predictive ML tools but adds unique elements like identification assumptions, counterfactuals, and intervention modeling that pure prediction doesn't require. On the flip side, ML prediction
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3/4: It's not just Machine Learning and AI. It's not just Do-Calculus and Causal Inference. It's Machine Learning × Doing.
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The Second Enlightenment: Powered by AI. For centuries, the Age of Enlightenment championed Reason, Science, and Individual Liberty. AI is the engine for its long-awaited sequel: what I call the "Second Enlightenment" will radically amplify human impact. As AI breaks down all
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Keep your travel customers' spirits soaring with behavioral economics.
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