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[ CourseHulu.com ] Linkedin - Machine Learning With AWS DeepRacer
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Have you ever wanted to find out more about machine learning, but you didn’t know where to begin? AWS DeepRacer is a perfect way to get a fun and useful introduction to machine learning tools, even if you don’t have a technical background. In this course, instructor Michael Smith walks you through the basics of how to use reinforcement learning with AWS DeepRacer—an autonomous one-eighteenth-scale race car designed to test machine learning models by racing on a physical track.
Learn the most important tools for creating your own reinforcement learning algorithm, using built-in DeepRacer resources as your guide. From starting the engine to calibrating the race car and taking the lead on the final lap of the race, Michael helps you understand what reinforcement learning actually does so you can harness it for success in the real world.
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/01 - The fast and the curious Machine learning–powered racing.mp4
12.5 MB
~Get Your Files Here !/01 - Introduction/01 - The fast and the curious Machine learning–powered racing.srt
1.4 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4
1.2 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt
1.4 KB
~Get Your Files Here !/02 - 1. Start Your Engines/01 - What is AWS DeepRacer.mp4
42.2 MB
~Get Your Files Here !/02 - 1. Start Your Engines/01 - What is AWS DeepRacer.srt
3.6 KB
~Get Your Files Here !/02 - 1. Start Your Engines/02 - What is reinforcement learning.mp4
33.8 MB
~Get Your Files Here !/02 - 1. Start Your Engines/02 - What is reinforcement learning.srt
3.8 KB
~Get Your Files Here !/02 - 1. Start Your Engines/03 - Under the hood of AWS DeepRacer.mp4
2.6 MB
~Get Your Files Here !/02 - 1. Start Your Engines/03 - Under the hood of AWS DeepRacer.srt
1.8 KB
~Get Your Files Here !/03 - 2. The Fast Straight/01 - Assembling AWS DeepRacer.mp4
38.9 MB
~Get Your Files Here !/03 - 2. The Fast Straight/01 - Assembling AWS DeepRacer.srt
7.5 KB
~Get Your Files Here !/03 - 2. The Fast Straight/02 - Calibrating the car.mp4
11.6 MB
~Get Your Files Here !/03 - 2. The Fast Straight/02 - Calibrating the car.srt
2.2 KB
~Get Your Files Here !/03 - 2. The Fast Straight/03 - Where the rubber meets the road The first test drive.mp4
2.9 MB
~Get Your Files Here !/03 - 2. The Fast Straight/03 - Where the rubber meets the road The first test drive.srt
1.8 KB
~Get Your Files Here !/03 - 2. The Fast Straight/04 - Building a real-world track.mp4
20.1 MB
~Get Your Files Here !/03 - 2. The Fast Straight/04 - Building a real-world track.srt
3.9 KB
~Get Your Files Here !/04 - 3. Taking the Lead/01 - The AWS DeepRacer console.mp4
12.3 MB
~Get Your Files Here !/04 - 3. Taking the Lead/01 - The AWS DeepRacer console.srt
2.3 KB
~Get Your Files Here !/04 - 3. Taking the Lead/02 - Building your first model.mp4
15.6 MB
~Get Your Files Here !/04 - 3. Taking the Lead/02 - Building your first model.srt
7 KB
~Get Your Files Here !/04 - 3. Taking the Lead/03 - Training and evaluating your first model.mp4
9.4 MB
~Get Your Files Here !/04 - 3. Taking the Lead/03 - Training and evaluating your first model.srt
3.7 KB
~Get Your Files Here !/05 - 4. The Final Lap/01 - The reward function.mp4
13.8 MB
~Get Your Files Here !/05 - 4. The Final Lap/01 - The reward function.srt
6.7 KB
~Get Your Files Here !/05 - 4. The Final Lap/02 - Hyperparameter tuning.mp4
8 MB
~Get Your Files Here !/05 - 4. The Final Lap/02 - Hyperparameter tuning.srt
3.6 KB
~Get Your Files Here !/05 - 4. The Final Lap/03 - Incremental training.mp4
11.2 MB
~Get Your Files Here !/05 - 4. The Final Lap/03 - Incremental training.srt
4.9 KB
~Get Your Files Here !/05 - 4. The Final Lap/04 - Moving to the real world.mp4
4.2 MB
~Get Your Files Here !/05 - 4. The Final Lap/04 - Moving to the real world.srt
1.9 KB
~Get Your Files Here !/06 - Conclusion/01 - Next steps The AWS DeepRacer League.mp4
7 MB
~Get Your Files Here !/06 - Conclusion/01 - Next steps The AWS DeepRacer League.srt
1.5 KB
~Get Your Files Here !/Bonus Resources.txt
386 B
~Get Your Files Here !/Ex_Files_ML_with_AWS_DeepRacer/Exercise Files/02_01_BEGIN/wifi-creds.txt
3.3 KB
~Get Your Files Here !/Ex_Files_ML_with_AWS_DeepRacer/Exercise Files/02_01_END/wifi-creds.txt
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