Computer Science > > Algorithms
Unsupervised Learning, Recommenders, Reinforcement Learning
In the third course of the Machine Learning Specialization, you will: • Use unsupervised learning te...
Trees and Graphs: Basics
Basic algorithms on tree data structures, binary search trees, self-balancing trees, graph data stru...
Supervised Machine Learning: Regression and Classification
In the first course of the Machine Learning Specialization, you will: • Build machine learning model...
Sequence Models
In the fifth course of the Deep Learning Specialization, you will become familiar with sequence mode...
Sample-based Learning Methods
In this course, you will learn about several algorithms that can learn near optimal policies based o...
Programming Fundamentals
Programming is an increasingly important skill, whether you aspire to a career in software developme...
Probability & Statistics for Machine Learning & Data Science
After completing this course, learners will be able to: • Describe and quantify the uncertainty inhe...
Probabilistic Graphical Models 1: Representation
Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions ov...
Optimize ML Models and Deploy Human-in-the-Loop Pipelines
In the third course of the Practical Data Science Specialization, you will learn a series of perform...
Operations Research (1): Models and Applications
Operations Research (OR) is a field in which people use mathematical and engineering methods to stud...
Neural Networks and Deep Learning
In the first course of the Deep Learning Specialization, you will study the foundational concept of...
Natural Language Processing with Sequence Models
In Course 3 of the Natural Language Processing Specialization, you will: a) Train a neural network w...
Natural Language Processing with Probabilistic Models
In Course 2 of the Natural Language Processing Specialization, you will: a) Create a simple auto-cor...
Natural Language Processing with Classification and Vector Spaces
In Course 1 of the Natural Language Processing Specialization, you will: a) Perform sentiment analys...
Natural Language Processing with Attention Models
In Course 4 of the Natural Language Processing Specialization, you will: a) Translate complete Engli...
Machine Translation
Welcome to the CLICS-Machine Translation MOOC This MOOC explains the basic principles of machine tra...
Machine Learning with Python
Get ready to dive into the world of Machine Learning (ML) by using Python! This course is for you wh...
Linear Algebra for Machine Learning and Data Science
After completing this course, learners will be able to: • Represent data as vectors and matrices and...
Introduction to Python Programming
This course provides an introduction to programming and the Python language. Students are introduced...
Introduction to Java and Object-Oriented Programming
This course provides an introduction to the Java language and object-oriented programming, including...