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189 Algorithms Training Courses (Page 8)

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Unsupervised Feature Learning and Deep Learning

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Course Description Machine learning has seen numerous successes, but applying learning algorithms today often means spending a long time hand-engineering the input feature representation. This is true for many problems in vision, …

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Customer Care & Billing: Contract (SA Types) Configuration

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Learn To: Configure SA Types Use Special Role Flags on SA Types Use Start Options Define Valid Rates and Meter Configurations Use Algorithms on SA Types A Live Virtual Class (LVC) is exclusively for registered students; unregister…

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Write your first Machine Learning algorithm in 2 hours

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Do you feel intimidated when people use the words "Machine Learning"? While learning algorithms can be complex, quite often the basic ideas are much simpler. I'll give an introduction to classification, a major application of "Mac…

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Machine Learning With Big Data

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You will be introduced to tools and algorithms you can use to create machine learning models that learn from data, and to scale those models up to big data problems. At the end of the course, you will be able to: • Design an appro…

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Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital

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You will learn the basic algorithms used for adjusting images, explore JPEG and MPEG standards for encoding and compressing video images, and go on to learn about image segmentation, noise removal and filtering. Finally, we will e…

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Computational Investing, Part I

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Build algorithms and visualizations to inform investing practice. About the Course OverviewWhy do the prices of some companies’ stocks seem to move up and down together while others move separately? What does portfolio “diversific…

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Data Manipulation at Scale: Systems and Algorithms

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Cloud computing, SQL and NoSQL databases, MapReduce and the ecosystem it spawned, Spark and its contemporaries, and specialized systems for graphs and arrays will be covered. You will also learn the history and context of data sci…

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Algorithms: Design and Analysis, Part 1

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About this course: Algorithms are the heart of computer science, and the subject has countless practical applications as well as intellectual depth. This course is an introduction to algorithms for learners with at least a little …

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Modeling Discrete Optimization

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Who is this class for: This course is primarily aimed at third- and fourth-year undergraduates interested in Artificial Intelligence, Computer Science, and Mathematics. Students are expected to have basic programming skills and a …

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Advanced Data Structures in Java

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You will develop, implement, and analyze algorithms for working with this data to solve real world problems. In addition, as the programs you develop in this course become more complex, we’ll examine what makes for good code and c…

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Computational Investing, Part I

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You will learn many of the principles and algorithms that hedge funds and investment professionals use to maximize return and reduce risk in equity portfolios. Created by: Georgia Institute of Technology Taught by: Dr. Tucker Balc…

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Artificial Intelligence for Big Data

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Build next-generation Artificial Intelligence systems with Java Key Features Implement AI techniques to build smart applications using Deeplearning4j Perform big data analytics to derive quality insights using Spark MLlib Create s…

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The Modern C++ Challenge

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Test your C++ programming skills by solving real-world programming problems covered in the book Key Features Solve a variety of real-world programming and logic problems by leveraging the power of C++17 Test your skills in using l…

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Machine Learning Certification Course

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You will learn how to develop machine learning algorithms using concepts of regression, classification, time series modelling and much more. What skills will you learn with our Machine Learning Certification Course? Master the con…