This is a topic under computer-science.

Sub topics: statistical-learning

We have 3 learning paths for this topic: Syllabus: Machine Learning for Managers, Dorai Thodla, The Open Source Data Science Masters

WildML

wildml.com

Facebook Research

research.fb.com

InFERENCe

inference.vc

I Am Trask

iamtrask.github.io

Andrew Gambarella

atgambardella.github.io

Concept Search on Wikipedia

mccormickml.com

Aditya Prakash

iamaaditya.github.io

Off the Convex Path

offconvex.org

Arg min

argmin.net

The Spectator

blog.shakirm.com

Stephan Hoyer

stephanhoyer.com

Igor Babuschkin

babushk.in

Ryan Dahl

tinyclouds.org

Apple ML Journal

machinelearning.apple.com

Deep Dojo

deepdojo.com

KDnuggets

kdnuggets.com

Google Research

research.googleblog.com

Andrej Karpathy

karpathy.github.io

FastML

fastml.com

Peter Goldsborough

goldsborough.me

The Neural Perspective

theneuralperspective.com

DeepMath

www3.math.tu-berlin.de

Clarifai

blog.clarifai.com

I’m a Bandit

blogs.princeton.edu

Sander Dieleman

benanne.github.io

Bradford Cross

bradfordcross.com

Tim Head

betatim.github.io

Silicon Valley AI Lab

svail.github.io

Kaggle Blog

blog.kaggle.com

Machine Think

machinethink.net

Somatic

somatic.io

Brief History of Machine Learning

erogol.com

Lilian Weng

lilianweng.github.io

Distill

distill.pub

DeepMind

deepmind.com

Sourabh Bajaj

sourabhbajaj.com

Statistical Modelling, Causal Inference and Social Science

andrewgelman.com

Max Welling

scientificpearlsofwisdom.blogspot.nl

Inverse Probability

inverseprobability.com

TensorFlow

medium.com

Triangle Inequality

triangleinequality.wordpress.com

Christopher Olah

colah.github.io

OpenAI

blog.openai.com

MLWave

mlwave.com

Unintentionally Inconsiderate

rocknrollnerd.github.io

Machine Learning Theory

hunch.net

Statistical Learning from a Regression Perspective

link.springer.com

Deep Learning

goodreads.com

Deep learning

deeplearningbook.org

The Elements of Statistical Learning

link.springer.com

Pattern Recognition and Machine Learning (Information Science and Statistics)

goodreads.com

Deep Larning with Python (2017)

goodreads.com

Interpretable machine learning (2018)

christophm.github.io

Introduction to artificial intelligence (2011)

goodreads.com

Artificial intelligence a modern approach (1994)

goodreads.com

Tensorflow machine learning cookbook (2017)

packtpub.com

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

goodreads.com

Hands-On Machine Learning with Scikit-Learn and TensorFlow (2017)

goodreads.com

The quest for artificial intelligence - a history of ideas and achievements (2009)

ai.stanford.edu

An Introduction to Statistical Learning

link.springer.com

An Introduction to Machine Learning

link.springer.com

Understanding machine learning: from theory to algorithms (2014)

cs.huji.ac.il

Machine Learning with Go (2017)

packtpub.com

Superintelligence: paths, dangers, strategies (2014)

goodreads.com

Recommender Systems

link.springer.com

Neural Networks and Deep Learning (2015)

neuralnetworksanddeeplearning.com

Paradigms of artificial intelligence programming (1991)

norvig.com

Interpretable Machine Learning (2018)

christophm.github.io

Pattern Recognition and Machine Learning

microsoft.com

Machine Learning in Medicine - a Complete Overview

link.springer.com

Machine learning (1997)

cs.cmu.edu

The Elements of Statistical Learning

web.stanford.edu

Introduction to Deep Learning

link.springer.com

Neural Networks and Deep Learning

link.springer.com

Machine learning: a probabilistic perspective (2012)

goodreads.com

The Nature of Code (2012)

natureofcode.com

Project Planning and Machine Learning

coursera.org

Intro to Deep Learning

udacity.com

Quantum Machine Learning

edx.org

Introduction to Machine Learning for Coders!

course.fast.ai

Principles of Machine Learning: Python Edition

edx.org

Machine Learning for Trading

udacity.com

Mathematics of Deep Learning, NYU, Spring (2018)

joanbruna.github.io

Machine Learning for Data Science and Analytics

edx.org

Stanford CS229: Machine Learning | Autumn 2018

youtube.com

Pattern Recognition and Application

swayam.gov.in

Machine Learning: Classification

coursera.org

Neural Networks for Machine Learning

coursera.org

AI for Everyone

coursera.org

Probabilistic Graphical Models 2: Inference

coursera.org

Recommendation Systems with TensorFlow on GCP

coursera.org

Applied Machine Learning

edx.org

Introduction to Recommender Systems

coursera.org

Overview of Advanced Methods of Reinforcement Learning in Finance

coursera.org

Coursera machine learning

coursera.org

Reinforcement Learning in Finance

coursera.org

Developing Machine Learning Applications

aws.training

Introduction to Machine Learning (IITKGP)

swayam.gov.in

Intro to Machine Learning

udacity.com

Foundations of Data Science - YouTube

youtube.com

Feature Engineering

coursera.org

Prediction and Control with Function Approximation

coursera.org

Machine Learning,ML

onlinecourses.nptel.ac.in

Principles of Machine Learning: R Edition

edx.org

Machine Learning Interview Preparation

udacity.com

Applying Machine Learning to your Data with GCP

coursera.org

Learning from Data (Introductory Machine Learning course)

work.caltech.edu

Machine Learning for Musicians and Artists

kadenze.com

Applied Machine Learning in Python

coursera.org

Reinforcement Learning Explained

edx.org

Advanced Machine Learning

futurelearn.com

Serverless Machine Learning with Tensorflow on Google Cloud Platform

coursera.org

Machine Learning Exam Basics

aws.training

Sequences, Time Series and Prediction

coursera.org

Convolutional Neural Networks

coursera.org

Introduction to Machine Learning (IITKGP)

swayam.gov.in

Mathematics for Machine Learning: Multivariate Calculus

coursera.org

Machine learning in Python with scikit-learn

github.com

Machine Learning with TensorFlow on Google Cloud Platform Specialization

coursera.org

Notes

github.com

Sample-based Learning Methods

coursera.org

Machine Learning: Recommender Systems & Dimensionality Reduction

coursera.org

How Google does Machine Learning

coursera.org

Machine Learning

udacity.com

Machine Learning with Python: from Linear Models to Deep Learning

edx.org

Neural Networks for Signal Processing - I

swayam.gov.in

Machine Learning Using SAS Viya

coursera.org

Machine Learning: Unsupervised Learning

udacity.com

Introduction to Deep Learning (2018)

introtodeeplearning.com

Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization

coursera.org

Machine Learning for Business Professionals

coursera.org

Probabilistic Graphical Models 3: Learning

coursera.org

Mathematics for Machine Learning: Linear Algebra

coursera.org

Fundamentals of Reinforcement Learning

coursera.org

Guided Tour of Machine Learning in Finance

coursera.org

Classification Models

udacity.com

Probabilistic Graphical Models 1: Representation

coursera.org

Foundations of Data Science: Prediction and Machine Learning

edx.org

Advanced Machine Learning and Signal Processing

coursera.org

Learning from data (2012)

work.caltech.edu

Mathematics for Machine Learning: Linear Algebra

coursera.org

Machine Learning: Regression

coursera.org

Machine Learning Foundations: A Case Study Approach

coursera.org

Machine Learning with Python

coursera.org

Machine Learning

edx.org

Structuring Machine Learning Projects

coursera.org

Convolutional Neural Networks in TensorFlow

coursera.org

Machine Learning

coursera.org

Exploring the Machine Learning Toolset

aws.training

Tensorflow for deep learning research (2017)

web.stanford.edu

Introduction to Recommender Systems: Non-Personalized and Content-Based

coursera.org

Java Programming: Build a Recommendation System

coursera.org

Foundations of Machine Learning

bloomberg.github.io

Demystifying AI/ML/DL

aws.training

Deploying Machine Learning Models

coursera.org

Practical Predictive Analytics: Models and Methods

coursera.org

Distributed Machine Learning with Apache Spark

edx.org

Machine Learning Summer School 2020

mlss.tuebingen.mpg.de

Time Series Forecasting

udacity.com

Essential Math for Machine Learning: Python Edition

edx.org

Practical Machine Learning

coursera.org

Machine Learning for Engineering and Science Applications

swayam.gov.in

Business Application of Machine Learning and Artificial Intelligence in Healthcare

coursera.org

Amazon’s Machine Learning University course (2018)

aws.amazon.com

Foundations of Data Science: Prediction and Machine Learning

edx.org

Practical Deep Learning For Coders (2018)

course.fast.ai

Advanced Machine Learning

futurelearn.com

Reinforcement Learning

udacity.com

Machine Learning: Clustering & Retrieval

coursera.org

Enterprise Machine Learning in a Nutshell

open.sap.com

Machine Learning with Python: A Practical Introduction

edx.org

Segmentation and Clustering

udacity.com

Machine Learning

edx.org

Learning From Data (Introductory Machine Learning)

edx.org

Introduction to Machine Learning for Coders

course.fast.ai

Addressing Large Hadron Collider Challenges by Machine Learning

coursera.org

Statistical Machine Learning

stat.cmu.edu

Practical Reinforcement Learning

coursera.org

MIT Deep Learning (2019)

github.com

Introduction to matrix methods (2015)

stanford.edu

mlcourse.ai

mlcourse.ai

CS190.1x: Scalable Machine Learning

edx.org

Statistical learning (2015)

lagunita.stanford.edu

Bayesian Methods for Machine Learning

coursera.org

CS125x: Advanced Distributed Machine Learning with Apache Spark

edx.org

Dynamic Programming: Applications In Machine Learning and Genomics

edx.org

Recommender Systems Capstone

coursera.org

Visual Recognition & Understanding

coursera.org

Serverless Machine Learning with Tensorflow on Google Cloud Platform

coursera.org

Machine Learning Crash Course with TensorFlow APIs

developers.google.com

Machine Learning

coursera.org

Introduction to Machine Learning

coursera.org

Data Science and Machine Learning Capstone Project

edx.org

ML Building Blocks: Services and Terminology

aws.training

Principles of Machine Learning

edx.org

Fundamentals of Machine Learning in Finance

coursera.org

Machine Learning With Big Data

coursera.org

Machine Learning

edx.org

Neural networks for machine learning

coursera.org

Launching into Machine Learning

coursera.org

Machine Learning for Data Analysis

coursera.org

Big Data Applications: Machine Learning at Scale

coursera.org

Core ML: Machine Learning for iOS

udacity.com

Introduction to Machine Learning

onlinecourses.nptel.ac.in

Mathematics for Machine Learning: PCA

coursera.org

Nearest Neighbor Collaborative Filtering

coursera.org

Machine Learning Crash Course (2018)

developers.google.com

Machine Learning Security

aws.training

Machine learning for data science (2015)

cs.cornell.edu

Machine Learning Fundamentals

edx.org

Art and Science of Machine Learning

coursera.org

Machine Learning for Business Professionals

coursera.org

End-to-End Machine Learning with TensorFlow on GCP

coursera.org

DAT203x: Data Science and Machine Learning Essentials

edx.org

Machine Learning 1—Supervised Learning

udacity.com

Neural Networks and Deep Learning

coursera.org

Practical Machine Learning on H2O

coursera.org

Recommender Systems: Evaluation and Metrics

coursera.org

Practical Machine Learning with Tensorflow

swayam.gov.in

Essential Math for Machine Learning: R Edition

edx.org

Fundamentals of Machine Learning

complexityexplorer.org

Essential Math for Machine Learning: R Edition

edx.org

Production Machine Learning Systems

coursera.org

Artificial intelligence for robotics

udacity.com

Machine Learning Capstone: An Intelligent Application with Deep Learning

coursera.org