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This online course gives an introduction to Eigenvectors and Eigenvalues.

This online course gives an introduction to descriptive statistics. It teaches the basic concepts used to describe data. (Note: There is a further course by Udacity teaching...

This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering...

First of all, students of this course must understand that the world is trending in real time! Through the course, they will learn from Twitter to scalably process tweets, or...

This online course is designed to teach participants about managing application containers, using Kubernetes. It is designed for students with backgrounds in Operations or...

Through this course, students learn how to go through the entire data analysis process.

Taking this course, students will learn the basics of SQL (the Structured Query Language) and database design, as well as the Python API for connecting Python code to a database.

In this course, students will build a series of simple apps to become more comfortable with the UIKit framework. This framework constitutes the building blocks of the user...

This online course explores the ethics of artificial intelligence principles to minimize bias, while maximizing fairness and explainability. Topics include the context and...

This online course gives an introduction to localization, i.e. translating and adapting a product or service to a particular language, culture, and geographic market.

This online course will introduce participants to web deployment platforms. They will begin by deploying their first web application to the Heroku platform, making it publicly...

This online course gives an introduction to large language models and shows how they can be utilized and how to use prompt tuning to enhance LLM performance.

This course focuses on exploring data to make students understand the data’s underlying structure and variables, to develop intuition about the data set, to consider how that...

This online course gives an introduction to Python programming. It also includes two Python libraries — Numpy, a scientific computing package, and Pandas, a data manipulation...

In this course, students will learn to find numerical solutions to systems of differential equations. They will write code in Python to fight forest fires, rescue the Apollo 13...

This course is designed to help its students to materialize their game-changing idea and transform it into a product that they can build a business around.

This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...

This online course teaches Python 3.

In this course, students will discover how all of the major components of web applications work and best practices in developing secure, data-driven web applications.

In this course, through several sample projects, students will learn how to use the canvas; how to make compositions using shapes, images, and text; how to create effects and...