A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.
Repository Index
63,269 visible repositories in the index
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Answers to 120 commonly asked data science interview questions.
This is Andrew NG Coursera Handwritten Notes.
- andrewng
- andrew-ng
- andrew-ng-course
- andrew-ng-machine-learning
A collection of the best resources for programming, web development, computer science and more.
- webdevelopment
- javascript
- programming
- resources
Jupyter notebooks from the scikit-learn video series
A collection of scientific methods, processes, algorithms, and systems to build stories & models.
- python
- machine-learning
- deep-learning
- pytorch
Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.
- latex
- python
- research-paper
- notation
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.
- python-tutorials
- python3
- advanced-python
- data-science
A list of computer-science readings I recommend
Lectures on scientific computing with python, as IPython notebooks.
The Open Source Computer Science Degree
”数学不难“ 之 《线性代数不难》上下册，66话题完册；欢迎批评指正
Probably the best curated list of data science software in Python.
- awesome
- awesome-list
- awesome-python
- scikit-learn
A month-by-month roadmap for CS students: programming, DSA, development and placement prep, with curated free resources.
- btech
- computer-science
- dsa
- learning-resources
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
- causal-inference
- python
- causality
- data-science
🚀 A curated and opinionated list of resources (English & Russian) for Backend developers | Структурированный список ресурсов для изучения Backend разработки
- backend
- software-engineering
- computer-science
- web
:earth_americas: machine learning tutorials (mainly in Python3)
A Code-First Introduction to NLP course
- nlp
- machine-learning
- data-science
- python
A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
- data-science-interview
- data-science
- machine-learning-interview
- machine-learning
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
A collection of tools developed by other researchers in the Computer Science area to process network traces. All the right reserved for the original authors.
Code repository for O'Reilly book
论文写作与资料分享
- sci
- paper
- research