There are 35 repositories under data-science-learning topic.
🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!
Open solution to the Mapping Challenge :earth_americas:
Curso de Data Science em Português
This repository contains resources in the form of ebooks, which are related to Data Science, Machine Learning, and similar topics.
Python数据分析入门,数据分析师入门
Python for Data Science. This repository hosts the code behind the online book that teaches you how to use Python for data science.
Awesome list (courses, books, videos etc.) and implementation of Machine Learning Algorithms
Data Science related resources and cheatsheets
Learn advanced data science on real-life, curated problems
Lesson guide and textbook for "Data as a Science" course.
Practical data science courses - from basic to intermediate
Open solution to the Avito Demand Prediction Challenge
This is a completely open-source repo of interview questions and answers for people preparing for such interviews. This is maintained by you and you can send the questions that you faced during interviews.
Introduction and Career Guide for Data Science enthusiasts
Tutorial: Automate DVC experiments helps to automate your Machine Learning experiments, manage metrics, reports and models versions
Data Science tutorials authored by me. Will be updated as I create them/learn them!
Master level course in Physical Geography at Marburg University
:notebook: [Active] Portafolio of data science projects. Using: Python, PyTorch, Spark, Tensorflow, Scikit, Keras. Includes Classification, Regression, Time series, NLP, Deep learning, among others.
I am reading Python Books , Implementing Codes and Adding them here with reasonable names
Materials for sars2pack bookdown book
A repo for understanding and implementing different data science techniques using various examples
My Assignment work on Data-Analysis, Data-Visualization, and Machine learning Algorithms.
The guide to master Data Science: the Python way
(WIP) An open source Data Science Curriculum that exposes you to Cloud-Native Data Science. 👩🔬👨🚀
A collection of useful functions and datasets for the Data Science Course at IBAW in Lucerne.
My mini-projects for practical learning machine learning course on the Udacity
Repository with all Data Science project related documents
This repository contains all Python projects I have done on DataCamp, with a plethora of datasets and problems ranging from finance to entertainment, to basic NLP
We compare traditional tools with LLM-based tools to evaluate their effectiveness in data analytics education for non-computational professionals and students. Our approach, validated through two case studies, shows that using generative AI as the primary tool significantly improves learning efficiency and project development speed.
This repository offers a collection of research instruments designed for a comparative study on pedagogical technology integration using SRLE model.
The Spark Foundation Internship Data Science
R Package repository for the STAT545B course.
A curated list of Data Pre-Processing techniques and EDA projects in Python.