Vishal Maini – Medium

Vishal Maini

13.1K followers

Taking the plunge: my path to working on artificial intelligence

I thought about large-scale risks to future generations: run-away climate change, nuclear exchange, engineered pandemics, unsafe AI…

Jul 3, 2023

Taking the plunge: my path to working on artificial intelligence

Jul 3, 2023

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AI Reading List

For newcomers to the field of artificial intelligence, prioritizing among endless AI resources can be an overwhelming challenge. This list…

Jun 19, 2019

AI Reading List

Jun 19, 2019

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A Beginner’s Guide to AI/ML 🤖👶

The ultimate guide to machine learning. Simple, plain-English explanations accompanied by math, code, and real-world examples.

Aug 19, 2017

A Beginner’s Guide to AI/ML 🤖👶

Aug 19, 2017

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The Best Machine Learning Resources

A compendium of resources for crafting a curriculum on artificial intelligence, machine learning, and deep learning.

Aug 19, 2017

The Best Machine Learning Resources

Aug 19, 2017

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Machine Learning for Humans, Part 5: Reinforcement Learning

Exploration and exploitation. Markov decision processes. Q-learning, policy learning, and deep reinforcement learning.

Aug 19, 2017

Machine Learning for Humans, Part 5: Reinforcement Learning

Aug 19, 2017

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Machine Learning for Humans, Part 4: Neural Networks & Deep Learning

Where, why, where, and how deep neural networks work. Drawing inspiration from the brain. CNNs and RNNs. Real-world applications.

Aug 19, 2017

Machine Learning for Humans, Part 4: Neural Networks & Deep Learning

Aug 19, 2017

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Machine Learning for Humans, Part 3: Unsupervised Learning

Clustering and dimensionality reduction: k-means clustering, hierarchical clustering, PCA, SVD.

Aug 19, 2017

Machine Learning for Humans, Part 3: Unsupervised Learning

Aug 19, 2017

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Machine Learning for Humans, Part 2.3: Supervised Learning III

Non-parametric models: k-nearest neighbors, decision trees, and random forests. Introducing cross-validation and ensemble models.

Aug 19, 2017

Machine Learning for Humans, Part 2.3: Supervised Learning III

Aug 19, 2017

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Machine Learning for Humans, Part 2.2: Supervised Learning II

Classification with logistic regression and support vector machines (SVMs).

Aug 19, 2017

Machine Learning for Humans, Part 2.2: Supervised Learning II

Aug 19, 2017

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Machine Learning for Humans, Part 2.1: Supervised Learning

The two tasks of supervised learning: regression and classification. Linear regression, loss functions, and gradient descent.

Aug 19, 2017

Machine Learning for Humans, Part 2.1: Supervised Learning

Aug 19, 2017

Vishal Maini

Vishal Maini

13.1K followers

Strategy & communications @DeepMindAI. Previously @Upstart, @Yale, @TrueVenturesTEC. Views expressed here are my own.

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