Artificial Intelligence for Everyone: An Introduction to AI for Absolute Beginners
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What you'll learn
This course includes
- 31 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 50 lessons • 31 hours of video
Artificial Intelligence for Everyone: An Introduction to AI for Absolute Beginners
50 lessons
• 31 hours
Artificial Intelligence for Everyone: An Introduction to AI for Absolute Beginners
50 lessons
• 31 hours
- AI For Everyone LESSON 1: Introduction to Artificial Intelligence for Absolute Beginners 31:30
- AI for Everyone LESSON 2: Running Two Different Versions of Python on the Same Computer 32:48
- AI for Everyone LESSON 3: Understanding and Using Python Virtual Environments 26:46
- AI for Everyone LESSON 4: Installing and Configuring Visual Studio Code on Windows 10 19:42
- AI for Everyone LESSON 4 SUPPLEMENTAL: Visual Studio Code Not Finding Python or Virtual Environments 15:07
- AI for Everyone LESSON 5: Installing OpenCV in Windows and Launching WEBCAM 34:46
- AI for Everyone LESSON 5 HOMEWORK SOLUTION: Displaying Multiple OpenCV Video Windows 19:56
- AI for Everyone LESSON 6: Faster Launch of WEBcam and Smoother Video in OpenCV on Windows 25:18
- Managing Multiple Windows Size and Position in OpenCV 41:38
- AI for Everyone LESSON 7: Understanding Pictures and Images as Data Arrays 01:06:09
- AI for Everyone LESSON 7: HOMEWORK SOLUTION, Creating Checkerboard Pattern in OPENCV 38:32
- AI for Everyone LESSON 8: Putting Text, Rectangles and Circles on Images in OpenCV 38:46
- AI for Everyone LESSON 8: HOMEWORK SOLUTION Calculating Frames Per Second (FPS) in OpenCV 36:35
- AI for Everyone LESSON 9: Understanding Region of Interest (ROI) in OpenCV 36:23
- AI for Everyone LESSON 9: HOMEWORK SOLUTION Understanding ROI in OpenCV 45:10
- AI for Everyone LESSON 10: Processing Mouse Clicks and Events in OpenCV 33:43
- AI for Everyone LESSON 10: HOMEWORK SOLUTION Create a Region of Interest with the Mouse 31:05
- AI for Everyone LESSON 11: Creating and Using Trackbars in OpenCV 39:30
- AI for Everyone LESSON 11: HOMEWORK SOLUTION Creating and Using Trackbars in OpenCV 31:06
- AI for Everyone LESSON 12: Understanding the HSV Color Space 53:28
- AI for Everyone LESSON 12: HOMEWORK SOLUTION Understanding the HSV Color Space 25:17
- AI for Everyone LESSON 13: Tracking an Object Based on Color in OpenCV 58:44
- AI for Everyone LESSON 13: HOMEWORK SOLUTION Tracking an Object Based on Color in OpenCV 30:44
- AI for Everyone LESSON 14: Understanding Contours in OpenCV 36:08
- AI for Everyone LESSON 14: HOMEWORK SOLUTION Understanding Contours in OpenCV 18:42
- AI for Everyone LESSON 15: Face Detection using OpenCV 32:10
- AI for Everyone LESSON 15: HOMEWORK SOLUTION EDITION Face Detection using OpenCV 38:36
- AI for Everyone LESSON 16: Face Recognition with OpenCV 01:05:13
- AI for Everyone LESSON 16: HOMEWORK SOLUTION Face Recognition with OpenCV 23:42
- AI for Everyone LESSON 17: Walk Through Your File System with os.walk 41:44
- AI for Everyone LESSON 17: HOMEWORK SOLUTION Automatically Train Your Face Recognition Model 32:12
- AI for Everyone LESSON 18: Mediapipe for Hand Detection and Pose Estimation 59:36
- AI for Everyone HOMEWORK SOLUTION 18: Parsing Mediapipe Landmark Data 47:50
- AI for Everyone LESSON 19: Create Python Games in OpenCV Using Mediapipe 24:38
- AI for Everyone LESSON 19 HOMEWORK SOLUTION: Gesture Based Pong Arcade Game 47:06
- AI for Everyone LESSON 20: Determine Right and Left Hands in Mediapipe 38:45
- AI for Everyone LESSON 20 HOMEWORK SOLUTION: Gesture Based Classic Pong Arcade Game with Mediapipe 57:26
- AI for Everyone LESSON 21: Real Time Pose Estimation with Mediapipe and Python 37:00
- AI for Everyone LESSON 21 HOMEWORK SOLUTION: Parsing Pose and Hand Landmark Data in Mediapipe 34:50
- AI for Everyone LESSON 22: Super Fast Face Detection Using Mediapipe 34:10
- AI for Everyone LESSON 22 HOMEWORK SOLUTION: parsing Mediapipe Pose, Face and Hand Landmarks 44:46
- AI for Everyone LESSON 23 : Parsing Mediapipe Pose, Face Mesh and Hand Landmarks 42:25
- AI for Everyone LESSON 23 SOLUTION: Parsing Mediapipe Pose, Face Mesh and Hand Landmarks 52:50
- AI for Everyone LESSON 24: Introduction to Using MediaPipe for Gesture Detection and Recognition 15:21
- AI for Everyone LESSON 25: First Attempt at Using MediaPipe for Gesture Detection 01:02:21
- AI for Everyone LESSON 26: Accurate Gesture Recognition using Python and MediaPipe 55:15
- AI for Everyone LESSON 27: Improved Gesture Recognition in Python and MediaPipe 17:57
- AI for Everyone LESSON 28: Storing and Loading Gesture Training Data in Mediapipe 34:21
- AI for Everyone LESSON 29: Control of Real World Objects with Gesture Recognition in Mediapipe 46:55
- AI for Everyone LESSON 30: Concluding Thoughts on AI Class 11:12
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