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This course will teach probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and...
Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...
This online course gives a first introduction to Data Science. It includes an overview of the following topics:Data ManipulationData Analysis with Statistics and Machine...
This online course program shows how to build real-time applications to process big data at scale. It includes modern data engineering tools, such as Apache Spark, Kafka, Spark...
This online course program shows how to evaluate the business value of an AI product and how to build new products. It includes a discussion of how to scope and build a data...
This series of online courses teaches data fundamentals and data-driven decisions. It includes modules on Excel, SQL, and data visualization with Tableau.
This online course program explores how to fuse lidar point clouds, radar signatures, and camera images using Kalman Filters to perceive the environment and detect and track...
Taking this course, students will learn the basics of SQL (the Structured Query Language) and database design, as well as the Python API for connecting Python code to a database.
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