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ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

effectivepython

Effective Python: Second Edition — Source Code and Errata for the Book

explore-us-bike-share-data

frontend-nanodegree-styleguide

Official FEND style guides

git-basics-cheatsheet

Basic Git commands and other useful info

git-it-electron

:computer: :mortar_board: Git-it is a (Mac, Win, Linux) Desktop App for Learning Git and GitHub

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hipster-cv

Repo to share the template for the Hipster-CV

intro-to-ml-tensorflow

Projects and exercises for the Udacity Intro to Machine Learning with TensorFlow course

jekyll-academic-resume

A Jekyll theme for an academic resume that can showcase work history, publication history and presentation history.

jquery

jQuery JavaScript Library

jupyter

Jupyter metapackage for installation, docs and chat

kaggle_evaluate_student_writing

knitr_case_studies

Inference case studies in knitr

latex2e

The LaTeX2e kernel

leaflet

R Interface to Leaflet Maps

lighthouse

Automated auditing, performance metrics, and best practices for the web.

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

machine-learning

Content for Udacity's Machine Learning curriculum

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

machine-learning-uiuc

🖥️ CS446: Machine Learning in Spring 2018, University of Illinois at Urbana-Champaign

machine-learning-yearning

Machine Learning Yearning book by 🅰️𝓷𝓭𝓻𝓮𝔀 🆖

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

math

麻省理工公开课-线性代数-完整笔记

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

ml-university

Machine Learning Open Source University

mlbookcamp-code

The code from the Machine Learning Bookcamp book and a free course based on the book

my-tensorflow-tutorials

Contains all my examples of TensorFlow tutorial Projects in Deep Learning, Machine Learning and AI Algorithms

my-travel-plans

nd009t-c1-intro-to-ml-project-starter

Starter Code for the Course 1 project of the Udacity Machine Learning Engineer Nanodegree Program