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

This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.

This online course provides a series of Python programming exercises intended to explore the use of numerical modeling in climate sciences. The scientific background for these...

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

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 program explores concepts of statistical analysis and shows how to use Python to perform data analyses. The courses include data visualization, inferential...

This online course teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.

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

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

This online course teaches Python and covers web, databases, web scraping, data science, web visualizations, image processing and more.

This online course program gives an introduction to the basics of the Python programming language and teaches how to implement solutions to real-world problems using Python syntax.

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

This online course explores the pillars of computational thinking, how computer scientists develop and analyze algorithms, and how solutions can be realized on a computer using...

This online course gives an introduction to Graph Theory. It is designed for participants who work or plan to work in IT. Some basic math and Python programming skills are...

This online course teaches how to program with Python, create Python applications and extend Python applications by using a professional data storage which is PostgreSQL.

This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...