DL with deeplizard

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deeplizard

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01. Deep Learning Course 1 of 4 | Fundamentals Level: Beginner | deeplizard

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02. Deep Learning Course 2 of 4 | Keras - Python Deep Learning Neural Network API | Level: Beginner | deeplizard

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Course Lessons

1. Keras With TensorFlow Prerequisites - Getting Started With Neural Networks
2. TensorFlow And Keras GPU Support - CUDA GPU Setup
3. Keras With TensorFlow - Data Processing For Neural Network Training
4. Create An Artificial Neural Network With TensorFlow's Keras API
5. Train An Artificial Neural Network With TensorFlow's Keras API
6. Build A Validation Set With TensorFlow's Keras API
7. Neural Network Predictions With TensorFlow's Keras API
8. Create A Confusion Matrix For Neural Network Predictions
9. Save And Load A Model With TensorFlow's Keras API
10. Image Preparation For Convolutional Neural Networks With TensorFlow's Keras API
11. Code Update For CNN Training With TensorFlow's Keras API
12. Build And Train A Convolutional Neural Network With TensorFlow's Keras API
13. Convolutional Neural Network Predictions With TensorFlow's Keras API
14. Build A Fine-Tuned Neural Network With TensorFlow's Keras API
15. Train A Fine-Tuned Neural Network With TensorFlow's Keras API
16. Predict With A Fine-Tuned Neural Network With TensorFlow's Keras API
17. MobileNet Image Classification With TensorFlow's Keras API
18. Process Images For Fine-Tuned MobileNet With TensorFlow's Keras API
19. Fine-Tuning MobileNet On Custom Data Set With TensorFlow's Keras API
20. Data Augmentation With TensorFlow's Keras API
21. Mapping Keras Labels To Image Classes
22. Reproducible Results With Keras
23. Initializing And Accessing Bias With Keras
24. Learnable Parameters ("Trainable Params") In A Keras Model
25. Learnable Parameters ("Trainable Params") In A Keras Convolutional Neural Network
26. Deploy Keras Neural Network To Flask Web Service | Part 1 - Overview
27. Deploy Keras Neural Network To Flask Web Service | Part 2 - Build Your First Flask App
28. Deploy Keras Neural Network To Flask Web Service | Part 3 - Send And Receive Data With Flask
29. Deploy Keras Neural Network To Flask Web Service | Part 4 - Build A Front End Web Application
30. Deploy Keras Neural Network To Flask Web Service | Part 5 - Host VGG16 Model With Flask
31. Deploy Keras Neural Network To Flask Web Service | Part 6 - Build Web App To Send Images To VGG16
32. Deploy Keras Neural Network To Flask Web Service | Part 7 - Visualizations With D3, DC, Crossfilter
33. Deploy Keras Neural Network To Flask Web Service | Part 8 - Access Model From Powershell, Curl
34. Deploy Keras Neural Network To Flask Web Service | Part 9 - Information Privacy, Data Protection
35. TensorFlow.Js - Introducing Deep Learning With Client-Side Neural Networks
36. TensorFlow.Js - Convert Keras Model To Layers API Format
37. TensorFlow.Js - Serve Deep Learning Models With Node.Js And Express
38. TensorFlow.Js - Building The UI For Neural Network Web App
39. TensorFlow.Js - Loading The Model Into A Neural Network Web App
40. TensorFlow.Js - Explore Tensor Operations Through VGG16 Preprocessing
41. TensorFlow.Js - Examining Tensors With The Debugger
42. Broadcasting Explained - Tensors For Deep Learning And Neural Networks
43. TensorFlow.Js - Running MobileNet In The Browser

Fundamental Concepts - https://deeplizard.com/learn/video/gZ...

Beginner Code - https://deeplizard.com/learn/video/Rz... Intermediate Code - https://deeplizard.com/learn/video/v5... Advanced Deep RL - https://deeplizard.com/learn/video/ny...