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134 Algorithms Training Courses (Page 7)

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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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Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming

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About this course: The primary topics in this part of the specialization are: greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal search …

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Advanced Algorithms and Complexity

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About this course: You've learned the basic algorithms now and are ready to step into the area of more complex problems and algorithms to s…

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Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

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- Be able to effectively use the common neural network "tricks", including initialization, L2 and dropout regularization, Batch normalization, gradient checking, - Be able to implement and apply a variety of optimization algorithm…

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Kinematics: Describing the Motions of Spacecraft

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The course ends with a look at static attitude determination, using modern algorithms to predict and execute relative orientations of bodies in space. After this course, you will be able to... * Differentiate a vector as seen by a…

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Text Mining and Analytics

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About this course: This course will cover the major techniques for mining and analyzing text data to discover interesting patterns, extract useful knowledge, and support decision making, with an emphasis on statistical approaches …

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Statistical Mechanics: Algorithms and Computations

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About this course: In this course you will learn a whole lot of modern physics (classical and quantum) from basic computer programs that yo…

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Data Structures and Performance

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Many of the data structures and algorithms that work with introductory toy examples break when applications process real, large data sets. Efficiency is critical, but how do we achieve it, and how do we even measure it? This is an…

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Divide and Conquer, Sorting and Searching, and Randomized Algorithms

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Who is this class for: Learners with at least a little bit of programming experience who want to learn the essentials of algorithms. In a University computer science curriculum, this course is typically taken in the third year. Cr…

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Algorithms: Design and Analysis, Part 2

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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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Genomic Data Science and Clustering (Bioinformatics V)

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In the first half of the course, we will introduce algorithms for clustering a group of objects into a collection of clusters based on their similarity, a classic problem in data science, and see how these algorithms can be applie…

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Shortest Paths Revisited, NP-Complete Problems and What To Do About Them

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Who is this class for: Learners with at least a little bit of programming experience who want to learn the essentials of algorithms. In a University computer science curriculum, this course is typically taken in the third year. Cr…

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Graph Search, Shortest Paths, and Data Structures

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Who is this class for: Learners with at least a little bit of programming experience who want to learn the essentials of algorithms. In a University computer science curriculum, this course is typically taken in the third year. Cr…

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Oracle9i Database: Space and Transaction Management

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Over 50% of all support calls to Oracle Support Services concern product usage (39.6%), and incorrect setup and space-related issues (19.8%…

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Oracle Insurance: Introduction to Insbridge Rate Manager

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In this course participants will learn the steps to build RateManager algorithms including the following: creation and maintenance of Programs, organization of global inputs, variables and results, mapping tables, creating calcula…