Tensorflow Specialization offered by deeplearning.ai at Coursera

1. Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

Quizes

• Week 1
• Week 2
• Week 3
• Week 4

Programming assignment

• Week 1
• Week 2
• Week 3
• Week 4

Resources

• Week 1 --> Getting started, Hello world
• Week 2 --> Callbacks, on_epoch_end
• Week 3 --> ConvNet, Pooling, MNIST fashion
• Week 2 --> ImageGenerator, fit_generator, CompactImage

2. Convolutional Neural Networks in TensorFlow

Quizes

• Week 1
• Week 2
• Week 3
• Week 4

Programming assignment

• Week 1
• Week 2
• Week 3
• Week 4

Resources

• Week 1
• Week 2
• Week 3
• Week 4

3. Natural Language Processing in TensorFlow

Quizes

• Week 1
• Week 2
• Week 3
• Week 4

Programming assignment

• Week 1
• Week 2
• Week 3
• Week 4

Resources

• Week 1 --> Tokenizer, pad sequences
• Week 2 --> Word Embedding
• Week 3 --> Sentiment classifier
• Week 4 --> Poetry generator

4. Sequences, Time Series and Prediction

Quizes

• Week 1
• Week 2
• Week 3
• Week 4

Programming assignment

• Week 1
• Week 2
• Week 3
• Week 4

Resources

• Week 1
• Week 2
• Week 3
• Week 4