Coursera: DeepLearning.AI TensorFlow Developer lecture note and assignments for tensorflow certificate.
- Course1 : Introduction to Tensorflow
- Course2 : Convolutional Neural Network in Tensorflow
- Course3 : Natural Language Processing in Tensorflow
- Course4 : Sequence, Time Series and Prediction
Lecture review and practice important topic
- A new programming paradigm
- Introduction to computer vision
- Enhancing vision with CNN
- Using real-world images
- Exploring a larger dataset
- Augmentation on Cats Vs. Dogs
- Transfer learning
- Multi-class classifier
- Sentiment in text
- Embedding
- Sequence model
- Sequence model and literature
- Sequences and Prediction
- DeepLearning for time series
- RNN for time series