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This online course program gives an introduction to Natural Language Processing (NLP). Its goal is for learners to be able to design NLP applications that perform...
This online course teaches how to to create machine learning algorithms in Python and R.
This online course teaches the fundamentals of programming in Python and how to analyze data and make data-driven decisions.
The course will teach students how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem...
This online course gives an introduction to self-driving cars. It teaches the essentials of building a self-driving car, using Python and C++.
In this course, students will go beyond basic data analysis tools to develop multiple linear regression and logistic regression models to address their research question more...
This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.
In this course students will learn about audio signal processing methodologies that are specific for music and of use in real applications. They will learn to analyse,...
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.
This course will show how one can treat the Internet as a source of data. Students will scrape, parse, and read web data as well as access data using web APIs and will work with...
This online course program gives an introduction to key concepts and applications in Deep Learning, including various kinds of neural networks for supervised and unsupervised...
This online course program explores foundational machine learning techniques, from data manipulation to unsupervised and supervised algorithms. Prior experience with Python is...
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 will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods.
This online course teaches the fundamental building blocks of programming. The course includes seven modules that show how to write short programs using the Python language. It...
This course will introduce students to the basics of the Structured Query Language (SQL) as well as basic database design for storing data as part of a multi-step data...
This online course series explores the fundamentals of data structures and algorithms with a focus on data science applications. It is designed for learners who are interested...
This online course program explores advanced topics in web development with Django. It is assumed that learners are familiar with Python and Django basics. The program covers...
This online course series teaches the fundamentals of programming in Python 3. Participants should have some basic prior programming experience.
This course explores computational methods -- algorithms and data structures -- for analyzing DNA sequencing data. Topics include DNA, genomics, and how DNA sequencing is used....
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