Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-ml
List of interesting links about ML Algorithms, Data Science, Network Analysis, and others.
https://github.com/PetroIvaniuk/awesome-ml
Last synced: 3 days ago
JSON representation
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Courses ##
- CS50’s Introduction to Artificial Intelligence with Python
- Volodymyr Kuleshov - cs5785-2020-applied-ml), [Github Fall 2021](https://github.com/kuleshov/cornell-cs5785-2021-applied-ml/tree/main/notebooks)
- Video Yotube
- CS 329S: Machine Learning Systems Design
- Winter 2021 Schedule & syllabus
- Full Stack Deep Learning - tobin.com/) and [Sergey Karayev](https://sergeykarayev.com/) and [Pieter Abbeel](https://people.eecs.berkeley.edu/~pabbeel/)
- 2022
- Introduction to Deep Learning - rwp5__7C0oIVt26ZgjG9NI)
- MIT Deep Learning and Artificial Intelligence Lectures
- Practical Deep Learning for Coders
- CS 228 - Probabilistic Graphical Models
- Neural Networks from Scratch in Python
- Video Yotube
- Spring 2020
- Spring 2020
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Books ##
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Challenges ##
- Kaggle
- Xeek
- Alexa Prize
- The Animal-AI Testbed
- Waymo Open Dataset Challenges - Time 2D Detection, Real-Time 3D Detection.
- Xeek
- Data-Centric AI Competition
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Learning Platforms ##
- Coursera
- EDX
- Datacamp
- Prometeus
- Stepik
- HackerRank - practice coding skills
- PythonProgramming
- Datacamp
Programming Languages
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