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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 program gives an introduction to computer science and the programming of web applications. It gives a general overview of computer science and then explores...

This online course explores how machine learning can be used to solve financial data problems and create informative insights and predictions. The course is designed for anyone...

This online course program gives an introduction to the latest cutting-edge methods in Deep Learning for Medical Applications. It includes health data analysis, different types...

This online course program teaches the basic skills required for full-stack application development, including front-end development of websites and programming applications...

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...

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 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 teaches about comprehensive data mining and machine learning with Python and Spark.

This online course gives an introduction to data science. It includes the data science toolbox of mathematics, statistics, Python, advanced statistics in Python, machine...

This online course program explores the fundamentals of data science. The courses include topics such as data science tools and methods, SQL and Python, and machine learning...

This online course teaches GRU, LSTM, and more modern deep learning, machine learning, and data science skills. Most of the work will be done in Numpy, Matplotlib, and Theano.

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 series gives an introduction to Python programming, including writing code, executing it, interpreting the results, and revising the code based on the outcomes.

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

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 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 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 the fundamental building blocks of programming. The course includes seven modules that show how to write short programs using the Python language. It...