girayduzel

generativemusicaicourse

Resources for the Generative Music AI Course on The Sound of AI YouTube channel.

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Coursera

These are my learning exercices from Coursera

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

multimodal-ml-music

List of academic resources on Multimodal ML for Music

dsp

data science preparation

deeplearning-notes

Notes for Deep Learning Specialization Courses led by Andrew Ng.

Andrew-NG-Notes

This is Andrew NG Coursera Handwritten Notes.

MTH594_MachineLearning

The materials for the course MTH 594 Advanced data mining: theory and applications (Dmitry Efimov, American University of Sharjah)

MLAlgorithms

Minimal and clean examples of machine learning algorithms implementations

LearnML

This is the Study Guide for Learn Machine Learning in 3 Months (PyTorch Curriculum) by Siraj Raval on Youtube

neural_data_science

Contains programming labs and lecture notes for the lecture "Neural Data Science"

Probabilistic_ML

Material for the "Probabilistic Machine Learning" Course at the University of Tübingen, Summer Term 2023

bilimler-koyu-2023

Guncel Yapay Zaka ve Matematiksel Temelleri yaz okulu notlari

Machine-Learning_ZhouZhihua

Exercises answers to the book "machine-learning" written by Prof. Zhou Zhihua of Nanjing University

course-sml-public

Course material for 1RT700 Statistical Machine Learning

Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resources

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

DataScienceResources

Open Source Data Science Resources.

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

Data-science

Collection of useful data science topics along with articles, videos, and code

awesome-full-stack-machine-learning-courses

Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.

pandas-cookbook

Recipes for using Python's pandas library

Machine-Learning-Guide

Machine learning Guide. Learn all about Machine Learning Tools, Libraries, Frameworks, Large Language Models (LLMs), and Training Models.

udlbook

Understanding Deep Learning - Simon J.D. Prince

anthology-of-modern-ml

Collection of important articles to be treated as a textbook

lectures

Oxford Deep NLP 2017 course

CMPE251

VBYO

Veri Bilim - Yapay Öğrenme Yaz Okulu

YTU-CE

Yildiz Technical University, Computer Engineering Lecture Notes + Slides + Homeworks + Examples