Advanced
Deep Learning (TensorFlow / Keras)
A hands-on introduction with TensorFlow/Keras — from neural network fundamentals to deep learning models for image and text data.
Request This TrainingWho It's For
Suitable for both academic researchers and corporate teams.
Prerequisites
- The Machine Learning course or equivalent experience
Learning Outcomes
- Building neural network architectures
- Image classification with CNNs
- Introduction to RNN/Transformer fundamentals
- Model training and preventing overfitting
Program
1
Neural Network Fundamentals
- Perceptron
- Forward/backpropagation
2
Building Models with Keras
- Layer design
- Loss functions and optimization
3
CNN
- Convolutional layers
- Image classification
4
Advanced Topics
- Introduction to RNNs/Transformers
- Transfer learning
Tools Used
Python (TensorFlow, Keras)
Google Colab
Frequently Asked Questions
Yes; the course uses Google Colab's free GPU, so it's no problem if your own hardware isn't powerful enough.
Submit your request to take this training.
Request This TrainingWe respond to requests within 24 hours.