DeepLearning.AI-TensorFlow-Developer-Professional-Certificate

My quiz and assignment answers for DeepLearning.AI TensorFlow Developer Professional Certificate course.

Check Coursera Honor Code before you take a look at the assignments.

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Contents

• Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

  • Week 1: A New Programming Paradigm

  • Week 2: Introduction to Computer Vision

  • Week 3: Enhancing Vision with Convolutional Neural Networks

  • Week 4: Using Real-world Images

• Convolutional Neural Networks in TensorFlow

  • Week 1: Exploring a Larger Dataset

  • Week 2: Augmentation A technique to avoid overfitting

  • Week 3: Transfer Learning

  • Week 4: Multiclass Classifications

• Natural Language Processing in TensorFlow

  • Week 1: Sentiment in text

  • Week 2: Word Embeddings

  • Week 3: Sequence models

  • Week 4: Sequence models and literature

• Sequences, Time Series and Prediction

  • Week 1: Sequences and Prediction

  • Week 2: Deep Neural Networks for Time Series

  • Week 3: Recurrent Neural Networks for Time Series

  • Week 4: Real-world time series data