diff --git a/README.md b/README.md index e94550a5..cbb9be88 100644 --- a/README.md +++ b/README.md @@ -14,18 +14,43 @@ The open-source curriculum for learning Data Science. Foundational in both theor - [The Open Source Data Science Curriculum](#the-open-source-data-science-curriculum) - [A Note About Direction](#a-note-about-direction) - [Math](#math) + - [**Linear Algebra & Programming**](#linear-algebra-programming) + - [**Convex Optimization**](#convex-optimization) + - [**Statistics**](#statistics) + - [**Differential Equations & Calculus**](#differential-equations-calculus) + - [**Problem Solving**](#problem-solving) - [Computing](#computing) + - [**Algorithms**](#algorithms) + - [**Distributed Computing Paradigms**](#distributed-computing-paradigms) + - [**Databases**](#databases) + - [**Data Mining**](#data-mining) + - [**Data Design**](#data-design) + - [**Machine Learning**](#machine-learning) + - [**Probabilistic Modeling**](#probabilistic-modeling) + - [**Deep Learning (Neural Networks)**](#deep-learning-neural-networks) + - [**Social Network & Graph Analysis**](#social-network-graph-analysis) + - [**Natural Language Processing**](#natural-language-processing) - [Data Analysis](#data-analysis) + - [**in Python**](#in-python) - [Data Communication and Design](#data-communication-and-design) - - [Python (Learning)](#python-learning) - - [Python (Libraries)](#python-libraries) - - [Datasets are now here](#datasets-are-now-here) - - [R resources are now here](#r-resources-are-now-here) + - [**Visualization**](#visualization) + - [**Python** (Learning)](#python-learning) + - [**Python** (Libraries)](#python-libraries) + - [**Data Structures & Analysis Packages**](#data-structures-analysis-packages) + - [**Machine Learning Packages**](#machine-learning-packages) + - [**Networks Packages**](#networks-packages) + - [**Statistical Packages**](#statistical-packages) + - [**Natural Language Processing & Understanding**](#natural-language-processing-understanding) + - [**Data APIs**](#data-apis) + - [**Visualization Packages**](#visualization-packages) + - [**iPython Data Science Notebooks**](#ipython-data-science-notebooks) + - [Datasets are now here](#datasets-are-now-herehttp---bitly-osdsm-datasets-link) + - [R resources are now here](#r-resources-are-now-herehttp---bitly-osdsm-rresources) - [Data Science as a Profession](#data-science-as-a-profession) - [Capstone Project](#capstone-project) - [Resources](#resources) - [Read](#read) - - [Watch & Listen](#watch--listen) + - [Watch & Listen](#watch-listen) - [Learn](#learn) - [Notation](#notation) - [Contribute](#contribute) @@ -286,6 +311,7 @@ _More Libraries can be found in the ["awesome machine learning"](https://github. * [Coursera](http://bit.ly/coursera-online-courses) - Online university courses * [Wolfram Alpha](http://bit.ly/wolframalpha-torus) - The smart number and info cruncher * [Khan Academy](http://bit.ly/khan-academy-lifeinsurance) - High quality, free learning videos +* [Google's Machine Learning Crash Course (MLCC)](https://developers.google.com/machine-learning/crash-course/) - Machine Learning fundamentals with TensorFlow ***