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This online course gives an introduction to investment management and also includes the Python programming language as a modern tool to use for computational methods.

This online course shows more than 15 hands-on examples of analyzing large data sets with Apache Spark.

This online course explores how to analyze data in Python, using multi-dimensional arrays in numpy, manipulating DataFrames in pandas, using SciPy library of mathematical...

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

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 course explores computational methods -- algorithms and data structures -- for analyzing DNA sequencing data. Topics include DNA, genomics, and how DNA sequencing is used....

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

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

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 gives an introduction to the programming language Python.

This two-part course is designed to be a fun introduction to the basics of programming in Python. The main focus will be on building simple interactive games such as Pong,...

This online course explores the mathematical field called Combinatorics and Probability Theory. It is designed for participants who work or plan to work in IT. Some basic math...

This online course teaches how to use Python to analyze, visualize and present data.

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 shows how to use the Django 1.10 framework with Python 3.

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

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

This online course gives an introduction to self-driving cars. It teaches the essentials of building a self-driving car, using Python and C++.