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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 is a practical programming online course for office workers, academics, and administrators who want to improve their productivity and learn Python.

This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

This online course teaches how to use Spark with Python for Big Data analysis.

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

This program includes 5 individual online courses and gives learners a comprehensive introduction to Deep Learning as a key building block of artificial intelligence.Learners...

This online course shows how to derive and solve a linear regression model, and apply it appropriately to data science problems.

This sequence of online courses teaches the key concepts of the Python programming language. The sequence includes several short video courses, for beginners as well as for more...

This online course gives a detailed introduction to building websites and mobile apps. It includes HTML, CSS, Javascript, PHP, Python and MySQL. 300 short video lectures explain...

This online course program explores foundational machine learning techniques, from data manipulation to unsupervised and supervised algorithms. Prior experience with Python is...

This online course teaches data science techniques for professionals and students - learn the theory behind logistic regression and code in Python.

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 online course teaches practical Natural Language Processing applications like spam detection, sentiment analysis, article spinners, and latent semantic analysis.

This online course program gives an introduction to back-end development, including Python Syntax, Linux commands, Git, SQL, Version Control, Cloud Hosting, APIs, JSON, XML and...

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 program gives an introduction to computer science for artificial intelligence programmers. No prior experience is required.It first gives a general overview...

This online course helps to learn the foundations of probability and statistics.

This course will introduce the core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the...

This online course program gives an introduction to DevOps and Software Engineering. It includes a variety of DevOps philosophies and methodologies such as Agile Development,...