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100-days-of-ml-code

100 Days of ML Coding

awesome-interview-questions

:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

book

A Book about Pythonic Application Architecture Patterns for Managing Complexity. Cosmos is the Opposite of Chaos you see. O'R. wouldn't actually let us call it "Cosmic Python" tho.

byte-of-python

Beginners book on Python - start here if you don't know programming

coding-interview-university

A complete computer science study plan to become a software engineer.

coding-problems

Solutions for various coding/algorithmic problems and many useful resources for learning algorithms and data structures

computer-vision

data-science-from-scratch

code for Data Science From Scratch book

data_books

data books i have collected

deep-machine-learning

Repository for SSY340 - Deep Machine Learning

deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

developer-roadmap

Roadmap to becoming a web developer in 2021

every-programmer-should-know

A collection of (mostly) technical things every software developer should know about

feature-selection-for-machine-learning

free-programming-books

:books: Freely available programming books

freecodecamp

freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.

git-course

Training

handson-ml

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

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.

interactive-coding-challenges

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

jupyter-dash

Develop Dash apps in the Jupyter Notebook and JupyterLab

learn-python

📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.

learn-python3

Jupyter notebooks for teaching/learning Python 3

linux

Linux kernel source tree

numpy

The fundamental package for scientific computing with Python.

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

plotly.py

The interactive graphing library for Python (includes Plotly Express) :sparkles:

project-based-learning

Curated list of project-based tutorials

public-apis

A collective list of free APIs