Tag: linear algebra

North Carolina State University – Master of Science in Analytics

/

From North Carolina State: “If you have a mind for mathematics and statistical programming and a passion for working with data, the Master of Science in Analytics (MSA) is your program. The MSA is uniquely designed to equip individuals like yourself for the task of deriving and effectively communicating actionable insights from a vast quantity and variety of data…. Program Content and Structure – Innovate, Practical, Relevant Experience a fully … Continue Reading

Linear Algebra (MIT)

/

“This course covers matrix theory and linear algebra, emphasizing topics useful in other disciplines such as physics, economics and social sciences, natural sciences, and engineering…. This course has been designed for independent study. It provides everything you will need to understand the concepts covered in the course.” The course covers the following topics: Systems of linear equations Row reduction and echelon forms Matrix operations, including inverses Block matrices Linear dependence and … Continue Reading

Linear Algebra

/

Courses and exercises for learning and practicing the following topics in linear algebra: Vectors and spaces Matrix transformations Alternate coordinate systems (bases)

The Open Source Data Science Masters

/

“The open-source curriculum for learning Data Science. Foundational in both theory and technologies, the OSDSM breaks down the core competencies necessary for making use of data. The Internet is Your Oyster. With Coursera, ebooks, Stack Overflow, and GitHub — all free and open — how can you afford not to take advantage of an open source education?” This program consists of a list of courses and resources. The curriculum covers: … Continue Reading

Data Science from Scratch: First Principles with Python

/

From Amazon: “Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get … Continue Reading

DataQuest – Data Scientist Path

/

Learn how to make inferences and predictions from data.

Data Science from Scratch: First Principles with Python

/

In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.

Linear Algebra – Foundations to Frontiers

/

In this course, you will learn all the standard topics that are taught in typical undergraduate linear algebra courses all over the world, but using our unique method, you’ll also get more!

The Data Incubator Bootcamp/Fellowship

/

The Data Incubator is an intensive 7 week fellowship that prepares the best scientists and engineers with advanced degrees to work as data scientists and quants.

Machine Learning (Coursera)

/

In this class, you will learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself.