Master Keras: Complete Deep Learning with Python (2024)
Focused View
1:02:28
1 -Introduction to Keras and Setup.mp4
02:10
2 -Coding Exercises.mp4
04:18
2 - Lesson 01.html
1 -Working with Data in Keras.mp4
02:02
2 -Coding Exercises.mp4
03:39
2 - Lesson 02.html
1 -Building Neural Networks with Keras.mp4
01:59
2 -Coding Exercises.mp4
04:03
2 - Lesson 03.html
1 -Training and Evaluating Models.mp4
01:48
2 -Coding Exercises.mp4
04:51
2 - Lesson 04.html
1 -Convolutional Neural Networks (CNNs) in Keras.mp4
02:22
2 -Coding Exercises.mp4
03:35
2 - Lesson 05.html
1 -Recurrent Neural Networks (RNNs) and LSTMs.mp4
02:47
2 -Coding Exercises.mp4
04:16
2 - Lesson 06.html
1 -Custom Layers and Advanced Model Techniques.mp4
02:09
2 -Coding Exercises.mp4
04:28
2 - Lesson 07.html
1 -Generative Models with Keras.mp4
02:15
2 -Coding Exercises.mp4
04:37
2 - Lesson 08.html
1 -Model Deployment and Serving.mp4
02:07
2 -Coding Exercises.mp4
03:32
2 - Lesson 09.html
1 -Advanced Topics and Case Studies.mp4
01:33
2 -Coding Exercises.mp4
03:57
2 - Lesson 10.html
More details
Course Overview
Unlock the power of deep learning with hands-on Keras coding challenges. This comprehensive course teaches you to build, train, and deploy neural networks using Python's most popular deep learning framework.
What You'll Learn
- Build and train deep learning models using Keras
- Evaluate, tune, and optimize neural networks
- Implement convolutional and recurrent networks
Who This Is For
- Data scientists enhancing deep learning skills
- Python developers learning neural networks
- Practitioners building real-world AI applications
Key Benefits
- Practical coding exercises for hands-on learning
- Covers advanced topics like custom layers
- Includes model deployment techniques
Curriculum Highlights
- Introduction to Keras and Setup
- Building Neural Networks with Keras
- Convolutional and Recurrent Networks
Focused display
Category
- language english
- Training sessions 20
- duration 1:02:28
- Release Date 2025/04/15
