Contains notes, codes, anwers to quizzes and exercises of all the 4 courses of the TensorFlow in Practice specialization, by deeplearning.ai
Course 1: 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
➥ Week 1: Exploring a Larger Dataset
➥ Week 2: Augmentation: A technique to avoid overfitting
➥ Week 4: Multiclass Classifications
➥ Week 4: Sequence Models and literature
➥ 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