awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
https://github.com/academic/awesome-datascience
Last synced: 5 days ago
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Literature and Media
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Bloggers
- Dataclysm
- Dataclysm
- Dataclysm
- Dataclysm
- Dataclysm
- Dataclysm
- Dataclysm
- Dataclysm
- Dataclysm
- Dataclysm
- Dataclysm
- Dataclysm
- Dataclysm
- Dataclysm
- Dataclysm
- Dataclysm
- Dataclysm
- datascopeanalytics
- Adventures in Data Land
- Greg Reda - Greg Reda Personal Blog
- Drew Conway - Personal Web Page
- Noah Iliinsky - Personal Blog
- Clare Corthell - The Open Source Data Science Masters
- NYC Taxi Visualization Blog
- Emilio Ferrara's web page
- Dataclysm
- Dominodatalab
- Aditi Rastogi - ML,DL,Data Science blog
- Applied AI Blogs - In-depth articles on AI, machine learning, and data science concepts with practical applications.
- Scaler Blogs - Educational content on software development, AI, and career growth in tech.
- Mlu github - Mlu is developed amazon to help people in ml space you can learn everything from basics here with live diagrams
- Jan Oliver Rüdiger - ML, DL and Data Science - with a focus on text-/data-mining
- Distill - Dedicated to clear explanations of machine learning!
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Books
- Data Science From Scratch: First Principles with Python
- Artificial Intelligence with Python - Tutorialspoint
- Machine Learning from Scratch
- Probabilistic Machine Learning: An Introduction
- A Comprehensive Guide to Machine Learning
- How to Lead in Data Science - Early Access
- Fighting Churn With Data
- Data Science at Scale with Python and Dask
- The Data Science Handbook: Advice and Insights from 25 Amazing Data Scientists
- Think Like a Data Scientist
- Introducing Data Science
- Practical Data Science with R
- Everyday Data Science
- Exploring Data Science - free eBook sampler
- Exploring the Data Jungle - free eBook sampler
- Classic Computer Science Problems in Python
- Math for Programmers
- R in Action, Third Edition
- Data Science Bookcamp
- Data Science Thinking: The Next Scientific, Technological and Economic Revolution
- Applied Data Science: Lessons Learned for the Data-Driven Business
- The Data Science Handbook
- Essential Natural Language Processing - Early access
- Mining Massive Datasets - free e-book comprehended by an online course
- Pandas in Action - Early access
- Genetic Algorithms and Genetic Programming
- Advances in Evolutionary Algorithms - Free Download
- Genetic Programming: New Approaches and Successful Applications - Free Download
- Evolutionary Algorithms - Free Download
- Global Optimization Algorithms: Theory and Application - Free Download
- Genetic Algorithms and Evolutionary Computation - Free Download
- Convex Optimization - Convex Optimization book by Stephen Boyd - Free Download
- Data Analysis with Python and PySpark
- R for Data Science
- Build a Career in Data Science
- Machine Learning Bookcamp - Early access
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition
- Effective Data Science Infrastructure
- Practical MLOps: How to Get Ready for Production Models
- Regression, a Friendly guide - Early Access
- Streaming Systems: The What, Where, When, and How of Large-Scale Data Processing
- Data Science at the Command Line: Facing the Future with Time-Tested Tools
- Machine Learning - CIn UFPE
- Machine Learning with Python - Tutorialspoint
- Deep Learning
- Designing Cloud Data Platforms - Early Access
- An Introduction to Statistical Learning - Download Page
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
- Deep Learning with PyTorch
- Neural Networks and Deep Learning
- Deep Learning Cookbook
- Introduction to Machine Learning with Python
- Artificial Intelligence: Foundations of Computational Agents, 2nd Edition - Free HTML version
- The Quest for Artificial Intelligence: A History of Ideas and Achievements - Free Download
- Graph Algorithms for Data Science - Early Access
- Data Mesh in Action - Early Access
- Casual Inference for Data Science - Early Access
- Regular Expression Puzzles and AI Coding Assistants
- Dive into Deep Learning
- Data for All
- Foundations of Data Science
- Comet for DataScience: Enhance your ability to manage and optimize the life cycle of your data science project
- Software Engineering for Data Scientists - Early Access
- Julia for Data Science - Early Access
- Machine Learning For Absolute Beginners
- eBook sale - Save up to 45% on eBooks!
- Causal Machine Learning
- Managing ML Projects
- Causal Inference for Data Science
- Data for All
- Python Data Science Handbook
- Mining Massive Datasets - free e-book comprehended by an online course
- Advances in Genetic Programming, Vol. 3 - Free Download
- Interpretable Machine Learning: A Guide for Making Black Box Models Explainable - Free GitHub version
- Unifying Business, Data, and Code: Designing Data Products with JSON Schema
- Grokking Bayes
- Machine Learning Q and AI
- Unifying Business, Data, and Code: Designing Data Products with JSON Schema
- JavaScript for Data Science - Free html page
- Angewandte Data Science - German book about applied data science
- The Math Behind Artificial Intelligence
- Executive Data Science - level guide to managing data science teams and projects.
- Introduction to Modern Statistics - access textbook on statistics with a heavy focus on data science applications.
- The Art of Data Science
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Journals, Publications and Magazines
- ICML - International Conference on Machine Learning
- GECCO - The Genetic and Evolutionary Computation Conference (GECCO)
- epjdatascience
- Journal of Data Science - an international journal devoted to applications of statistical methods at large
- Big Data Research
- Journal of Big Data
- Big Data & Society
- Data Science Journal
- datatau.com/news - Like Hacker News, but for data
- Data Science Trello Board
- Medium Data Science Topic - Data Science related publications on medium
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- all AI news - The AI/ML/Big Data news aggregator platform
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications towards Data Science
- Big Data Research
- 8bitconcepts - AI industry research and analysis with papers on AI pricing, enterprise adoption, and evaluation frameworks.
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Mailing lists
- Working Group - Research Software Engineering in the Digital Humanities - RSE) working group.
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Newsletters
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Podcasts
- Data Stories
- AI at Home
- AI Today
- Adversarial Learning
- Becoming a Data Scientist
- Chai time Data Science
- Data Crunch
- Data Engineering Podcast
- Data Science at Home
- Data Science Mixer
- Data Skeptic
- Datacast
- DataTalks.Club
- Gradient Dissent
- Learning Machines 101
- Let's Data (Brazil)
- Linear Digressions
- Not So Standard Deviations
- O'Reilly Data Show Podcast
- Partially Derivative
- Superdatascience
- The Data Engineering Show
- The Radical AI Podcast
- The Robot Brains Podcast
- What's The Point
- Chai time Data Science
- Gradient Descent
- Let's Data (Brazil)
- Partially Derivative
- The Analytics Engineering Podcast
- Data Science Mixer
- Chain of Thought
- DataFramed
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Presentations
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Programming Languages
Categories
Sub Categories
Miscellaneous Tools
137
Bloggers
123
Deep Learning Packages
90
Books
84
Datasets
80
Comparison
76
Twitter Accounts
73
Comics
50
MOOC's
45
YouTube Videos & Channels
42
Facebook Accounts
41
Journals, Publications and Magazines
41
General Machine Learning Packages
38
Podcasts
33
Algorithms
28
Tutorials
25
Free Courses
22
Colleges
20
Infographics
15
Presentations
11
Data Science Competitions
6
Tools
4
Research & Knowledge Retrieval
4
Newsletters
4
Telegram Channels
3
Intensive Programs
2
Workflow
2
Hobby
1
Mailing lists
1
GitHub Groups
1
Slack Communities
1
Disaster
1
Frameworks
1
Keywords
machine-learning
86
python
59
deep-learning
58
data-science
50
pytorch
26
tensorflow
21
scikit-learn
13
keras
13
ml
12
data-analysis
12
neural-network
11
reinforcement-learning
11
artificial-intelligence
10
mlops
10
ai
9
data-visualization
9
numpy
8
computer-vision
8
hyperparameter-optimization
7
object-detection
7
awesome-list
7
gradient-boosting
7
neural-networks
7
llm
6
data-mining
6
jupyter
6
pandas
6
r
6
jupyter-notebook
6
data
5
pipeline
5
workflow
5
image-processing
5
big-data
5
spark
5
nlp
5
explainable-ai
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explainable-ml
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awesome
5
dataset
5
cli
4
classifier
4
gpu
4
data-engineering
4
node-embedding
4
feature-engineering
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random-forest
4
network-embedding
4
graph-embedding
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machine-learning-algorithms
4