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ai-for-beginners

12 Weeks, 24 Lessons, AI for All!

artificial-intelligence

Artificial Intelligence Complete Course

awesome_catboost

The repository to showcase the best framework for tabular data - the Awesome CatBoost

cibookex-r

Causal Inference: What If. R and Stata code for Exercises

conformal_prediction

This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimensional, low-sample size biomedical dataset of oncological subjects.

conformalimpact

Causal Impact but with MFLES and conformal prediction intervals

crawlee-python

Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.

data-mgmt-ed-research-book

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

free-e-book-for-data-science

FREE E-book for Data Science

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

genomic-data-visualization-2024

Course website for Genomic Data Visualization 2024

gpt4dfci

A private and secure generative AI tool, based on GPT-4 and deployed for non-clinical use at Dana-Farber Cancer Institute

intromlforlifescienceworkshoppython

intromlforlifescienceworkshopr

Introduction to Machine learning for life sciences

llm

Access large language models from the command-line

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

machine_learning_books

Machine_Learning Books downloaded from the internet.It covers concepts of machine learning from basic level to advanced level and doesn't mean to hurt anyone's copyright or authenticity

machinelearning-qandai-book

Machine Learning Q and AI book

ml-4m

4M: Massively Multimodal Masked Modeling

notebooks

Jupyter Notebooks to accompany our book Machine Learning for Biomedical Applications with Scikit-Learn and PyTorch

practical-data-privacy

Practical Data Privacy

pycon2024

Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024

r4ds

R for data science: a book

sliceanddice

Experiment to slice, dice, and clean up spreadsheets

stat-ml-edu

Resources for education in statistics and machine learning: from advanced undergraduate to research level

tcga_pancancer_unwantedvariation

tmwr

Code and content for "Tidy Modeling with R"

transformers_are_what_you_dont_need

The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transformer models.

typesense

Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences