vaqm2

courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

python-data-engineering-resources

A handpicked collection of resources for Python developers in data engineering, machine learning, and AI. Inside, you'll discover a neatly arranged selection of frameworks, libraries, and tools crucial for machine learning, ETL, ORM, data/schema validation, database migration, and more, all focused on Python.

mlops-zoomcamp

Free MLOps course from DataTalks.Club

data-engineering-zoomcamp

Free Data Engineering course!

numpy-financial

Standalone package of the NumPy financial functions

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

gwasvcf

Reading, querying and writing GWAS summary data in VCF format

MathematicalEngineeringDeepLearning

Material for The Mathematical Engineering of Deep Learning. See https://deeplearningmath.org

stat_rethinking_2024

voila

Voilà turns Jupyter notebooks into standalone web applications

cheatsheets

Posit Cheat Sheets - Can also be found at https://posit.co/resources/cheatsheets/.

Introduction_to_statistical_learning_summary_python

Summary of each chapter of the book- Introduction of Statistical Learning (ISL), along with Python code & data.

ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

Machine-Learning-Books-With-Python

Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python

Sharing_ISL_python

An Introduction to Statistical Learning with Applications in PYTHON

GenomicSEM

R-package for structural equation modeling based on GWAS summary data

post-coloc-toolkit

Tools for exploring GWAS / QTL colocalization results

awesome-shiny-extensions

🐝 Awesome R and Python packages offering extended UI or server components for the web framework Shiny

EWCE

Expression Weighted Celltype Enrichment. See the package website for up-to-date instructions on usage.

biobear

Work with bioinformatic files using Arrow, Polars, and/or DuckDB

Learn-SQL

Exercises for beginners to learn SQL

MMAP.github.io

Website files reside in this repository. Visit website:

peddy

genotype :: ped correspondence check, ancestry check, sex check. directly, quickly on VCF

pypedal

2.0

score

Tools to work with GWAS-VCF summary statistics files

stat_rethinking_2022

Statistical Rethinking course winter 2022

resume

This is my second simple resume project by using HTML & CSS

scgenetics

identifying disease critical cell types and programs from single cell RNAseq

GSSG

Gene Set + S2G strategy annotations analyzed for disease architecture

Tractor-tutorial