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

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...

In this course, participants will see how the data parallel paradigm can be extended to the distributed case, using Spark throughout. The course will cover Spark's programming...

This online course program explores how to develop different layers of a Cloud computing infrastructure including software defined networks, distributed runtime systems,...

This online course program explores the fundamentals of running a biobased business. The courses include topics such as biobased materials, biobased investments and innovations,...

In this online course, participants write programs in Java to solve real­ world problems that are large enough to require multiple classes working together. Participants learn...

This online course program gives an introduction to business intelligence and its enabling technologies, including relational databases, data warehousing, descriptive...

This online lecture gives an introduction to the concept of Parallel Programming.

This course explores that dynamic programming is a powerful algorithmic tool when comparing two genes (i.e., short sequences of DNA) or two proteins. When "zooming out" to...

This online course program gives an introduction to robotics. It includes the kinematics, dynamics, motion planning, and control of mobile robots and robot arms.

This online course (part 2 of 2 courses) teaches how to build powerful interactive applications with this popular JavaScript library. React is an open source library developed...

This online course program teaches the fundamental building blocks of cybersecurity. It explores how networks handle routing, DNS, and load-balancing, and also includes the...

This online course program teaches the fundamentals of programming with Python for AI projects such as neural networks.

This online course explores greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal...

This online course program gives an introduction to creating high-quality, professional sounding music. It includes music production technology, how sound is transformed into an...

This course teaches concepts of machine learning. Machine learning engineers build programs that dynamically perform the analyses that data scientists used to perform manually....

This course will introduce the basics of the JavaScript language and will cover concepts such as variables, looping, functions, and a little bit about debugging tools. Students...

This online course program explores the main areas of machine learning: supervised learning, unsupervised learning, deep learning, and reinforcement learning.

This comprehensive online course series will introduce participants to the field of artificial intelligence. It includes topics such as search and optimization; logic,...