Udemy Exciting AI Autonomous Driving and RL with AWS DeepRacer - Printable Version +- Softwarez.Info - Software's World! (https://softwarez.info) +-- Forum: Library Zone (https://softwarez.info/Forum-Library-Zone) +--- Forum: Video Tutorials (https://softwarez.info/Forum-Video-Tutorials) +--- Thread: Udemy Exciting AI Autonomous Driving and RL with AWS DeepRacer (/Thread-Udemy-Exciting-AI-Autonomous-Driving-and-RL-with-AWS-DeepRacer) |
Udemy Exciting AI Autonomous Driving and RL with AWS DeepRacer - AD-TEAM - 08-31-2024 2.93 GB | 00:14:31 | mp4 | 1280X720 | 16:9 Genre:eLearning |Language:English
Files Included :
1 Section Introduction (25 MB) 2 What is AWS DeepRacer (27.03 MB) 3 What you can learn from AWS DeepRacer (35.82 MB) 4 Cloud Computing and AWS (40.41 MB) 5 DeepRacer Workflow (19.73 MB) 6 How DeepRacer Works (1) (38.59 MB) 7 How DeepRacer Works (2) (23.78 MB) 8 DeepRacer Pricing (15.05 MB) 1 Section Introduction (4.55 MB) 2 Get to know your vehicle (63.85 MB) 3 Launch device console (60.7 MB) 4 Upload model and Drive vehicle (22.55 MB) 5 Calibrate vehicle (39.7 MB) 6 Build your physical track (5.87 MB) 1 Section Introduction (6.97 MB) 2 DeepRacer Student (36.24 MB) 3 multi user mode (4.41 KB) 4 Create a Community Race (13.09 MB) 5 Exporting and Importing Models to S3 (86.18 MB) 6 Automatic Model Submission (27.05 MB) 7 DRfC (DeepRacer for Cloud) (11.66 MB) 1 Section Introduction (6.33 MB) 2 AWS Account Type (23.36 MB) 3 Signing up for ROOT Account (24.19 MB) 4 AWS Console Sing-In (39.1 MB) 5 AWS ROOT Account Security Settings (34.73 MB) 6 Checking Costs and Freetier Usage (11.67 MB) 1 Section Introduction (8.83 MB) 2 Introducing DeepRacer Console Menu (18.42 MB) 3 Exploring Racing League Menu (79.99 MB) 4 Exploring Reinforcement Learning Menu (15.7 MB) 5 Exploring Multi-user management Menu (12.4 MB) 6 Exploring Resources Menu (15.63 MB) 7 Exploring Next challenge Menu (18.95 MB) 1 Section Introduction (9.94 MB) 2 Race Type (21.53 MB) 3 Types of Sensors and Vehicles (46.35 MB) 4 Building a new Vehicle Practice (14.44 MB) 5 Model Training Practice (139.19 MB) 6 Exploring Actions Menu (Clone, Delete, Copy to S3, Download physical car model) (36.27 MB) 1 Section Introduction (5.14 MB) 2 Machine Learning Overview (115.94 MB) 3 How Machines Learn (83.08 MB) 4 Hyperparameters (96.72 MB) 5 Deep Learning and DNN (75.13 MB) 6 CNN and DeepRacer Model (58.94 MB) 7 Deep Learning Issues (34.75 MB) 1 Section Introduction (5.86 MB) 2 Reinforcement Learning Overview (60 MB) 3 Goals in Reinforcement Learning (85.82 MB) 4 Types of Reinforcement Learning Algorithms (67.55 MB) 5 Data Structures in Reinforcement Learning (32.77 MB) 6 Training Models in Reinforcement Learning (82.78 MB) 7 Challenges and Issues in Reinforcement Learning (27.29 MB) 8 Hyperparameters and Terminology in RL (47.97 MB) 1 Section Introduction (5.05 MB) 10 While Loop (22.47 MB) 11 Function (46.56 MB) 2 Coding Practice Environmnet-Python and Colab (51.09 MB) 3 Printing and Variables (34.02 MB) 4 Data Types (85.36 MB) 5 Operations (50.52 MB) 6 Working with Lists (25.16 MB) 7 Math Library (42.57 MB) 8 If Statement (23.2 MB) 9 For Loop (24.31 MB) 1 Section Introduction (5.2 MB) 2 Input parameters of reward function (63.76 MB) 3 Reward function examples (92.56 MB) 4 Reward Function Lab (64.97 MB) 5 Track Waypoints Visualization (12.42 MB) 6 Input params samples (17.12 MB) 1 Section Introduction (3.49 MB) 2 Reward graph (45.24 MB) 3 download logs (30.45 MB) 4 Log Analysis Example (24.28 MB)
Screenshot
|