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This online course program teaches the fundamentals of programming with Python for AI projects such as neural networks.

After this course students will have a solid understanding about systematic debugging, will know how to automate debugging and will have built several functional debugging tools...

This online course series gives an introduction to the key skills needed for data science, including probability and statistics, data analysis, and machine learning. Students...

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 bridges accountancy to analytics. It is designed to help accounting students develop an analytical mindset and prepare them to use tools and programming...

This online course teaches how to use Python to conduct rigorous financial analysis and pursue algorithmic trading.

This course will introduce the learner to network modelling through the networkx toolset. Used to model knowledge graphs and physical and virtual networks, the lens will be...

This online course series teaches the fundamentals of programming in Python 3. Participants should have some basic prior programming experience.

This online course teaches the fundamentals of programming in Python and how to analyze data and make data-driven decisions.

This online course teaches how to to create machine learning algorithms in Python and R.

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 shows how to use IBM's Personality Insights API and interact with Twitter; participants should be familiar with Python for this course.

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 shows how to solve partial differential equations with numerical methods and Python. The methods shown in this course are used in engineering, natural...

This online course teaches how to write high-quality code that runs correctly and efficiently.  Students will design, code and validate programs and learn how to compare...

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 shows how to build deep learning agents with neural networks.

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 gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...

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...