Homepage
Open in app
Machine Learning for Humans
Sign in
Get started
Tagged in
Tech
Machine Learning for Humans
Demystifying artificial intelligence & machine learning. Discussions on safe and intentional application of AI for positive social impact.
More information
Followers
13.4K
Elsewhere
More, on Medium
Tech
Vishal Maini
in
Machine Learning for Humans
Aug 19, 2017
A Beginner’s Guide to AI/ML 🤖👶
The ultimate guide to machine learning. Simple, plain-English…
Read more…
41K
97 responses
Vishal Maini
in
Machine Learning for Humans
Aug 19, 2017
Machine Learning for Humans, Part 2.1: Supervised Learning
The two tasks of supervised learning…
Read more…
13.1K
24 responses
Vishal Maini
in
Machine Learning for Humans
Aug 19, 2017
Machine Learning for Humans, Part 2.2: Supervised Learning II
Classification with logistic regression…
Read more…
4K
8 responses
Vishal Maini
in
Machine Learning for Humans
Aug 19, 2017
Machine Learning for Humans, Part 2.3: Supervised Learning III
Non-parametric models: k-nearest neighbors, decision trees, and random forests. Introducing cross-validation, hyperparameter tuning, and…
Read more…
3.6K
4 responses
Vishal Maini
in
Machine Learning for Humans
Aug 19, 2017
Machine Learning for Humans, Part 3: Unsupervised Learning
Clustering and dimensionality reduction…
Read more…
3.6K
14 responses
Vishal Maini
in
Machine Learning for Humans
Aug 19, 2017
Machine Learning for Humans, Part 4: Neural Networks & Deep Learning
Where, why, where, and how deep…
Read more…
3.1K
4 responses
Vishal Maini
in
Machine Learning for Humans
Aug 19, 2017
Machine Learning for Humans, Part 5: Reinforcement Learning
Exploration and exploitation. Markov
…
Read more…
5.7K
8 responses
Vishal Maini
in
Machine Learning for Humans
Aug 19, 2017
The Best Machine Learning Resources
A compendium of resources for crafting a curriculum on artificial intelligence, machine learning, and deep learning.
This article is an addendum to the series…
Read more…
9.6K
23 responses