lim4349 / tensorflow-in-practice-deeplearning.ai-coursera

Contains notes, codes, anwers to quizzes and exercises of all the 4 courses of the TensorFlow in Practice specialization, by deeplearning.ai

TensorFlow in Practice Specialization, deeplearning.ai @ Coursera

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

Course 2: 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

Course 3: Natural Language Processing in TensorFlow

➥ Week 1: Sentiment in text

➥ Week 2: Word Embeddings

➥ Week 3: Sequence Models

➥ Week 4: Sequence Models and literature

Course 4: 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

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