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[Fork] Study of Deeplearning.ai Tensorflow Developer on Coursera
deeplearning.ai_tensorflow_developer's Introduction
DeepLearning.AI_TensorFlow_Developer on Coursera
1. Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
- A new programming paradigm
- Introduction to Computer vision
- Enhancing vision with CNNs
- Using Real-world images
2. Convolutional Neural Networks in TensorFlow
- Exploring a Larger Dataset
- Augmentation: A technique to avoid overfitting
- Transfer Learning
- Multiclass Classifications
4. Sequences, Time Series and Prediction
- Sequences and Prediction
- Deep Neural Networks for Time Series
- Recurrent Neural Networks for Time Series
- Real-world time series data
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