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

Python Data Science Handbook: full text in Jupyter Notebooks

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

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

Python code for common Machine Learning Algorithms

PyTorch implementation of AnimeGANv2

IPython Parallel: Interactive Parallel Computing in Python

Single cell current best practices tutorial case study for the paper:Luecken and Theis, "Current best practices in single-cell RNA-seq analysis: a tutorial"

Efficient Python Tricks and Tools for Data Scientists

Official PyTorch repo for JoJoGAN: One Shot Face Stylization

Deep learning for molecules and materials book

NCBI Datasets is a new resource that lets you easily gather data from across NCBI databases.

Google Colab Tutorials for IBM3202

Multi-class with imbalanced dataset classification

Sentiment Analysis by Machine Learning, LSTM and BERT

Códigos explicados nos vídeos do canal Universo Discreto (YouTube)

A matplotlib-based library to produce sankey plots

Deep learning architecture for computationally efficient activity recognition as described in the paper FilterNet: A many-to-many deep learning architecture for time series classification

Our model uses a convolutional neural network and TensorFlow to infer if an image is a Pastel de Nata or not. We trained it with thousands of Portuguese egg custard tart (Pasteis de Nata) images an…

Livro Algoritmos e Estruturas de Dados para Tecnólogos

Examples of single-cell genomic analysis accelerated with RAPIDS

Machine Learning applied to an existing Agent-based Model to expand sensitivity analysis and validation