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Fast.ai

Fast.ai makes deep learning as accessible as possible– including to people using uncool languages, uncool datasets and with uncool backgrounds. Here,  you can find a collection of some of the best machine learning and data science courses with Fast.ai.

 

Computational Linear Algebra by Rachel Thomas

About this course :

Top down, code first, application centered teaching method

Time to complete : 1 month
Cost : Free
Course Level : Expert
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fast.ai Machine Learning

About this course :

Introduction to Machine Learning for Coders

Time to complete : 3 months
Cost : Free
Course Level : Expert
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Practical Deep Learning for Coders – Part 1

About this course :

Make deep learning accessible to as many people as possible

Time to complete : 1 month
Cost : Free
Course Level : Expert
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Recent Papers

  • Offline Reinforcement Learning for Autonomous Driving with Safety and Exploration Enhancement
  • Integrated Path Planning and Tracking Control of Marine Current Turbine in Uncertain Ocean Environments
  • A Robotic Antenna Alignment and Tracking System for Millimeter Wave Propagation Modeling
  • A Novel Traffic Simulation Framework for Testing Autonomous Vehicles Using SUMO and CARLA
  • On the Sample Complexity of Decentralized Linear Quadratic Regulator with Partially Nested Information Structure

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