Nice course to introduce you to more advanced neural network algorithms, I wish the evaluations were more challenging and based on practical exercises... there is no final assignment either.
Deep Learning with Keras and Tensorflow
Deep Learning with Keras and Tensorflow
This course is part of multiple programs.
Instructors: Samaya Madhavan
Access provided by National Institute of Fashion Technology
46,955 already enrolled
4.4
(983 reviews)
Intermediate level
Recommended experience
Flexible schedule
1 hour to complete
Learn at your own pace
92%
Most learners liked this course
What you'll learn
Create custom layers and models in Keras and integrate Keras with TensorFlow 2.x
Develop advanced convolutional neural networks (CNNs) using Keras
Develop Transformer models for sequential data and time series prediction
Explain key concepts of Unsupervised learning in Keras, Deep Q-networks (DQNs), and reinforcement learning
Skills you'll gain
- Natural Language Processing
- Time Series Analysis and Forecasting
- Deep Learning
- Artificial Intelligence and Machine Learning (AI/ML)
- Image Analysis
- Artificial Neural Networks
- Keras (Neural Network Library)
- Artificial Intelligence
- Generative AI
- Performance Tuning
- Unsupervised Learning
- Reinforcement Learning
- Tensorflow
Details to know
Shareable certificate
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Taught in English
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Learner reviews
4.4
983 reviews
- 5 stars
64.73%
- 4 stars
21.34%
- 3 stars
7.92%
- 2 stars
2.84%
- 1 star
3.15%
Showing 3 of 983
RR
4
Reviewed on Jul 25, 2020
MW
5
Reviewed on Jul 28, 2023
This course had a best and fast pace understanding for ANN, DNN, RDM and Autoencoders with Tensorflow
RC
4
Reviewed on May 14, 2020
Good an simple videos to understand the concept. The notebooks are very detailed and give a second layer of knowledge with practical example
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