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100-days-of-ml-code

100 Days of ML Coding

abc

applied-ml

📚 Papers by organizations sharing their work on applied data science & machine learning.

applying-data-science-using-sas

Companion and Download Site for the SAS Press Book "Applying Data Science - Business Case Studies Using SAS"

awesome-machine-learning-bootcamps

A curated list of bootcamps and platforms to learn Machine Learning and Data Science

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

data-engineer-roadmap

Roadmap to becoming a data engineer in 2021

data-preparation-for-data-science-using-sas

Best practices how to prepare data for Data Science and Analytics, Tips/Tricks and Code Examples on how to implement this with SAS Software

data-quality-for-data-science-using-sas

Considerations and best practices for data quality in the context of data science, analytics and machine learning and how to implement this with SAS Software. Companion and Download Site for the SAS Press Book "Data Quality for Analytics Using SAS" by Gerhard Svolba

data-science

Collection of useful data science topics along with code and articles

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

google_cloud_ai_ml

This repository contains code to learn AI and ML on Google Cloud Platform

legal-text-analytics

A list of selected resources, methods, and tools dedicated to Legal Text Analytics.

machinelearning

Machine Learning Tutorial for Beginners

model-interpretability

How to interpret your machine learning model

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

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

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

pandasvault

Advanced Pandas Vault — Utilities, Functions and Snippets.

python-cheatsheet

Comprehensive Python Cheatsheet

python-data-cleaning

Jupyter Notebooks and datasets for our Python data cleaning tutorial

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

saspy

A Python interface module to the SAS System. It works with Linux, Windows, and mainframe SAS. It supports the sas_kernel project (a Jupyter Notebook kernel for SAS) or can be used on its own.

scikit-learn

scikit-learn: machine learning in Python

scikit-learn-mooc

scikit-learn-mooc

sklearn-classification

Data Science Notebook on a Classification Task, using sklearn and Tensorflow.

source-code-from-tutorials

Here is the source code from all of my tutorials.

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning