Data Science Certificate

Udacity Data Analyst Specialization

Tools

Using Python to Access Web Data

Statistics

Bayesian Statistics: From Concept to Data Analysis(with honors)

Data Mining

Introduction to Data Science in Python

Text Mining and Analytics

Pattern Discovery in Data Mining

Text Retrieval and Search Engines

Machine Learning

Applied Machine Learning in Python

Deep Learning

Neural Networks and Deep Learning

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

Structuring Machine Learning Projects

Convolutional Neural Networks

Sequence Model

Deep Learning Specialization

Algorithm

Algorithm on Graphs

Divide and Conquer, Sorting and Searching, and Randomized Algorithms

Graph Search, Shortest Paths, and Data Structures

Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming

Shortest Paths Revisited, NP-Complete Problems and What To Do About Them

Algorithm Specialization

Probabilistic Graphical Models 1: Representation

Probabilistic Graphical Models 2: Inference(With Honour)

Probabilistic Graphical Models 3: Learning(With Honour)

Probabilistic Graphical Models Specialization