regivm

ML-For-Beginners

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

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

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

fastai

The fastai deep learning library

shap

A game theoretic approach to explain the output of any machine learning model.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

sktime

A unified framework for machine learning with time series

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Best_AI_paper_2020

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code

asl-ml-immersion

This repos contains notebooks for the Advanced Solutions Lab: ML Immersion

PythonNumericalDemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

wikipedia-data-science

Working with and analyzing Wikipedia Data

pycon-2019-tutorial

Data Science Best Practices with pandas

TimeSeriesForecastingInPython

medium-articles

data-science

MathForDeepLearning

Source code for the book "Math for Deep Learning" (No Starch Press)

national-anthems-clustering

OpenCV-with-Python

EntityEmbedding-Working_Example

This repository contains a notebook demonstrating a practical implementation of the so-called Entity Embedding for Encoding Categorical Features for Training a Neural Network.

Predict-if-salary-is-over-50k-with-Keras

Predict whether income exceeds $50K/yr based on census data of the "Adult Dataset". Also known as "Census Income" dataset.

Amazon_Reviews_NLP_Capstone_Project

In this repository, you will find all process of NLP from the scratch

Medium_Blog_Codes

This repository contains all resources (code, notebooks,etc) used for my Medium blog page.

Medium_articles

Repository containing code for Medium articles for Towards Data Science publication

WebScraping_Analysis_ESL_Private_classes_in_Spain

Understand the competitive landscape of any industry by analyzing publically available data. The following is a case study that examines the Spanish ESL market using the most popular private teacher website.

who-said-it

Write a message and find out whether Bernie Sanders or Donald Trump is more likely to say it.