Practical Deep Learning with Tensorflow 2.x and Keras
Learn to apply Tensorflow to YOUR problems. Follow a complete pipeline including pre-processing and training for ML.
4.53 (439 reviews)
2 601
students
4 hours
content
Mar 2022
last update
$69.99
regular price
What you will learn
Be able to run deep learning models with Keras on Tensorflow 2 backend
Run Deep Neural Networks on a real-world scientific protein dataset
Understand how to feed own data to deep learning models (i.e. handling the notorious shape mismatch issue)
Understand Deep Learning, CNN, dropout, functional API with minimal of math
Understand and use Keras' functional API to create models with multiple inputs and outputs
Learn how to do Transfer Learning practically
Stunning SUPPORT. I answer questions on the same day.
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Our Verdict
Practical Deep Learning with Tensorflow 2.x and Keras is a robust course that excels at teaching deep learning through applied examples and hands-on exercises. The instructor's excellent support and clear communication style are major strengths. However, it assumes some prior programming knowledge and might leave some mathematical concepts insufficiently explained. Despite these minor drawbacks, this Udemy course proves to be an invaluable resource for anyone seeking a practical, engaging deep learning learning experience.
What We Liked
- The course offers a practical approach to deep learning, focusing on applying Tensorflow and Keras to real-world problems
- Excellent instructor support with timely response to queries
- A well-paced and clear explanation of complex concepts for easier understanding
- Comprehensive pipeline coverage, from data preprocessing to model training
Potential Drawbacks
- The course assumes some prior programming experience, which might be challenging for absolute beginners
- Some mathematical principles are introduced without detailed explanation, potentially causing confusion
- A few users have reported issues with code installations and configuration in Linux environments
- Modules on specific topics like Transfer Learning appear rushed, requiring additional study
Related Topics
1537362
udemy ID
02/02/2018
course created date
22/11/2019
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