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krishnaik06/The-Grand-Complete-Data-Science-Materials Alternatives

data science learning materials / course curriculum

A curated repository of video playlists and written materials that teaches the full data-science stack, from Python and SQL to ML, deep learning and NLP.

9.1kPythonGPL-2.0dormant · last push 2.2y agoGitHub

Drop-in peers

Same problem, same approach. Swapping one for another is a config change, not a rewrite.

virgili0/VirgilioGitHub

choose it when you want a community-curated markdown DS learning path rather than a YouTube-playlist-driven curriculum

Your new Mentor for Data Science E-Learning.

15.0k
Jupyter Notebook
NOASSERTION
slowing1.0y ago

Same job, different approach

Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.

genieincodebottle/generative-aiGitHub

choose it when you want a GenAI-specific roadmap with projects and interview prep instead of a general DS curriculum

Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.

2.6k
Jupyter Notebook
MIT
active30d ago

Older generation, or narrower

An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.

chiphuyen/stanford-tensorflow-tutorialsGitHub

pick it for one self-contained, code-first TF deep-learning course instead of a broad multi-topic playlist series; frozen since 2019

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

10.4k
Python
MIT
archived5.8y ago
SkalskiP/coursesGitHub

a links-only index of AI courses; narrower than a full DS curriculum and unmaintained for over two years

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

6.5k
Python
none
dormant2.5y ago
AammarTufail/python_ka_chilla2023GitHub

take it for an Urdu/Hindi Python-for-DS bootcamp with downloadable notebooks; last updated in 2022, so it is a frozen snapshot

This repository contains whole material of 40 days course on Python for Data Science in Urdu/Hindi 2023 Details are here: Registration details of our course is given here: https://www.facebook.com/groups/codanics/permalink/1837695129921140/. More details on the course can be found in this google form: https://forms.gle/kDyUnD1nrN2LF6qy8

853
Apache-2.0
dormant3.6y ago
dragen1860/TensorFlow-2.x-TutorialsGitHub

use it for ready-made TF2 example code (CNN/RNN/BERT) instead of theory-heavy playlists; unmaintained since 2019

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

6.3k
Jupyter Notebook
none
dormant6.1y ago
codebasics/data-structures-algorithms-pythonGitHub

choose it only if you need Python DSA interview prep rather than the full DS stack; stale since 2023

This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.

1.4k
Jupyter Notebook
none
dormant2.3y ago

Listed as an alternative to

These projects were analysed and named The-Grand-Complete-Data-Science-Materials among their alternatives. The relationship is not symmetric — how The-Grand-Complete-Data-Science-Materials rates them is a separate judgement, made when The-Grand-Complete-Data-Science-Materials is analysed in its own right.

mrdbourke/zero-to-mastery-mlGitHub

calls The-Grand-Complete-Data-Science-Materials “A large but stale data-science materials collection; useful if you want a grab-bag of notes and code rather than a structured course.”

All course materials for the Zero to Mastery Machine Learning and Data Science course.

7.0kJupyter Notebookdormant