awesome-data-science
Laundry List of Data Science / ML /AI resources available online
https://github.com/sayantansatpati/awesome-data-science
Last synced: 4 days ago
JSON representation
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Video Lectures
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Other Online Video Lectures
- Bay Area Deep Learning School
- Stanford: cs231n Winter 2016 lectures
- Bay Area Deep Learning School
- 1st Day
- 2nd Day
- Deep Learning Summer School, Montreal
- TensorFlow Without a PhD
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Stanford: cs231n Winter 2016 lectures
- Bay Area Deep Learning School
- Bay Area Deep Learning School
- Stanford: cs231n Winter 2016 lectures
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ML and DL MOOCs
- Stanford: NLP cs224n
- Stanford: MMDS
- Stanford: Convex Optimization
- Stanford: Probabilistic Graphical Models
- Big Data University: TensorFlow
- Kadenze: TensorFlow
- Udacity Nanodegree: AI
- Coursera: Andrew NG
- Coursera: Geoffrey Hinton
- EDX: Berkeley X-Series Spark
- Caltech: Abu Mostafa
- Berkeley: Deep Reinforcement Learning
- Udacity Nanodegree: Self Driving Car
- Oxford Deep NLP: 2017 SLides Only
- Big Data University: TensorFlow
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Mathematics
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Reading Materials
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Research Papers
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GitHub
- A-gallery-of-interesting-Jupyter-and-IPython-Notebooks
- top-10-data-science-github
- Awesome Machine Learning
- Awesome Deep Learning
- Awesome Artifical Intelligence
- Adrej Karpathy
- data-scientists-to-follow-best-tutorials
- awesome-deep-learning-papers
- Awesome Deep Vision
- Awesome Data Science
- Collection of Data Science iPython Notebooks
- Hvass-Labs: TensorFlow Tutorial Notebooks
- machine-learning-for-software-engineers
- top-10-data-science-github
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Blogs
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Online Books
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Notes
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Cheat Sheets
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Misc Others
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Collection of Resources
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Articles
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Misc
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Forward and Backpropagation
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RNN
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Useful Resources
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Quora
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Programming Languages
Categories
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Keywords
deep-learning
9
machine-learning
9
tensorflow
3
neural-network
3
awesome-list
2
reinforcement-learning
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data-science
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tutorial
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python
2
artificial-intelligence
2
statistical-learning
1
unsupervised-learning
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aws
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caffe
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machine-intelligence
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intelligent-systems
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ai
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deep-networks
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awesome
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