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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 comprehensive series of online courses will teach you the technology of self-driving cars. The courses include elements from robotics, software development, machine...
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 program gives an introduction to computer science for artificial intelligence programmers. No prior experience is required.It first gives a general overview...
This course explores computational methods -- algorithms and data structures -- for analyzing DNA sequencing data. Topics include DNA, genomics, and how DNA sequencing is used....
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 teaches about comprehensive data mining and machine learning with Python and Spark.
This online course bridges the gap between introductory and advanced courses in Python. It includes:Python 3 programming basics (a review)Python tools (e.g., NumPy and SciPy...
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 series gives an introduction to programming in Python for data science, including data analysis and visualization.
In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.
This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...
This online course shows how to derive and solve a linear regression model, and apply it appropriately to data science problems.
This online course shows how to use the Django 1.10 framework with Python 3.
This online course shows how to build deep learning agents with neural networks.
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 teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.
This online course program aims to teach learners the skills required for an entry level data analyst role. It includes a variety of data sources, project scenarios, and data...
This online course series gives an introduction to modern methods in Investment Management, with a particular emphasis on the use of data science and machine learning techniques...
This course gives an introduction to computer science and programming. Students will learn about: notions of computation, the Python programming language, some simple...
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