deeplearning.ai

This repository contains all the assignments of deeplearning.ai courses.

Deep Learning Specialization

This specialization consists of five courses:

1. Neural Networks and Deep Learning
2. Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
3. Structuring Machine Learning Projects
4. Convolutional Neural Networks
5. Sequence Models

Tensorflow In Practice Specialization

This specialization consists of four courses:

1. Introduction to Tensorflow for AI, ML and DL
2. Convolutional Neural Networks in Tensorflow
3. Natural Language Processing in Tensorflow
4. Sequences, Time Series and Prediction

Tensorflow Data and Deployment Specialization

This specialization consists of four courses:

1. Browser-based Models with TensorFlow.js
2. Device-based Models with TensorFlow Lite
3. Data Pipelines with TensorFlow Data Services
4. Advanced Deployment Scenarios with TensorFlow

Natural Language Processing Specialization

This specialization consists of four courses:

1. Natural Language Processing with Classification and Vector Spaces
2. Natural Language Processing with Probabilistic Models
3. Natural Language Processing with Sequence Models
4. Natural Language Processing with Attention Models