donnemartin / data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
☆27,487Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for data-science-ipython-notebooks
- An awesome Data Science repository to learn and apply for real world problems.☆25,158Updated last week
- A curated list of data science blogs☆6,318Updated 5 months ago
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,276Updated 7 months ago
- common data analysis and machine learning tasks using python☆5,275Updated 7 months ago
- machine learning and deep learning tutorials, articles and other resources☆15,577Updated 5 months ago
- Python Data Science Handbook: full text in Jupyter Notebooks☆43,247Updated 4 months ago
- Minimal and clean examples of machine learning algorithms implementations☆10,733Updated last year
- 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained☆23,128Updated last week
- Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)☆11,279Updated 2 years ago
- A curated list of awesome Machine Learning frameworks, libraries and software.☆66,038Updated last week
- A curated list of awesome Deep Learning tutorials, projects and communities.☆24,267Updated 6 months ago
- Open Source Data Science Resources.☆4,104Updated 8 months ago
- The most cited deep learning papers☆25,521Updated 10 months ago
- Jupyter metapackage for installation, docs and chat☆14,941Updated 3 weeks ago
- A complete daily plan for studying to become a machine learning engineer.☆28,176Updated 5 months ago
- List of Data Science Cheatsheets to rule the world☆14,698Updated 4 months ago
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,321Updated last month
- Repository of teaching materials, code, and data for my data analysis and machine learning projects.☆6,127Updated last year
- TensorFlow - A curated list of dedicated resources http://tensorflow.org☆17,208Updated 3 weeks ago
- 📊 Path to a free self-taught education in Data Science!☆19,090Updated last month
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆26,811Updated 4 months ago
- Open Content for self-directed learning in data science☆2,962Updated 10 months ago
- Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-m…☆15,118Updated 5 years ago
- A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)☆7,259Updated last month
- The "Python Machine Learning (2nd edition)" book code repository and info resource☆7,120Updated 4 years ago
- Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. …☆24,016Updated last year
- Free resources for learning data science☆2,920Updated 5 months ago
- A collection of IPython notebooks covering various topics.☆2,611Updated 4 years ago
- Toturials coming with the "data science roadmap" picture.☆6,984Updated 2 months ago
- TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)☆43,426Updated 3 months ago