finlay-liu / Kaggle_public

A community run, 5-day PyTorch Deep Learning Bootcamp

There are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.

📢 Ready to learn or review your knowledge!

This is a repository which contains all my work related Machine Learning, AI and Data Science. This includes my graduate projects, machine learning competition codes, algorithm implementations and reading material.

Curso de Data Science em Português

Compilation of R and Python programming codes on the Data Professor YouTube channel.

Debugging, monitoring and visualization for Python Machine Learning and Data Science

open source for wechat-official-account (ID: PyDataLab)

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

An open-source, low-code machine learning library in Python

Python for Data Science (Seminar Course at UC Berkeley; AY 250)

Open-Source Tutorial For Analyzing and Visualizing Cryptocurrency Data

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.

Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.

Jupyter notebooks from the scikit-learn video series

apricot implements submodular optimization for the purpose of selecting subsets of massive data sets to train machine learning models quickly. See the documentation page: https://apricot-select.readthedocs.io/en/latest/index.html

Extração de dados da API do CartolaFC, análise exploratória dos dados e modelos preditivos em R e Python - 2014-20. [EN] Data munging, analysis and modeling of CartolaFC - the most popular fantasy football game in Brazil and maybe in the world. Data cover years 2014-19.

Data science portfolio

Probabilistic reasoning and statistical analysis in TensorFlow