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188 Algorithms Training Courses (Page 5)

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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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Text Mining and Analytics

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Detailed analysis of text data requires understanding of natural language text, which is known to be a difficult task for computers. However, a number of statistical approaches have been shown to work well for the "shallow" but ro…

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C++ For C Programmers, Part B

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About this course: This course is for experienced C programmers who want to program in C++. The examples and exercises require a basic understanding of algorithms and object-oriented software. Created by: University of California,…

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Packet Switching Networks and Algorithms

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4 videos, 5 readings, 1 practice quiz expand Video: Packet level – Scheduling and QoS 阅读: Lecture Slide - Packet level: Scheduling and QoS Video: Packet level – Fair Queueing and RED 阅读: Lecture Slide - Packet level: Fair Queueing…

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Analytic Combinatorics, Part I

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This course teaches a calculus that enables precise quantitative predictions of large combinatorial structures. Part I covers generating fu…

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Algorithmic Toolbox

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About this course: The course covers basic algorithmic techniques and ideas for computational problems arising frequently in practical applications: sorting and searching, divide and conquer, greedy algorithms, dynamic programming…

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Machine Learning: Regression

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About this course: Case Study - Predicting Housing Prices In our first case study, predicting house prices, you will create models that predict a continuous value (price) from input features (square footage, number of bedrooms and…

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Trading Algorithms

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About this course: This course covers two of the seven trading strategies that work in emerging markets. The seven include strategies based on momentum, momentum crashes, price reversal, persistence of earnings, quality of earning…

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Computational Methods for Data Analysis

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Exploratory and objective data analysis methods applied to the physical, engineering, and biological sciences. About the Course Exploratory…

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Computer Vision: From 3D Reconstruction to Visual Recognition

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We will study the fundamental theories and important algorithms of computer vision together, starting from the analysis of 2D images, and culminating in the holistic understanding of a 3D scene. About the Course When a 3-dimension…

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Banach Spaces and their Applications in Analysis

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These articles present overviews of new developments in each of the conference's main areas of emphasis, namely nonlinear theory, isomorphic theory of Banach spaces including connections with combinatorics and set theory, algebrai…

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Algorithms

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This class assumes an understanding of programming at the level of CS101, including the ability to read and write short programs in Python; it also assumes a comfort level with mathematical notation at the level of high school Alg…

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Algorithms: Design and Analysis, Part 2

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Learn how shortest-path algorithms from the 1950s (i.e., pre-ARPANET!) govern the way that your Internet traffic gets routed today; why efficient algorithms are fundamental to modern genomics; and how to make a million bucks in pr…

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Intro to Parallel Programming NEW

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Using CUDA to Harness the Power of GPUs Learn the fundamentals of parallel computing with the GPU and the CUDA programming environment! In this class, you'll learn about parallel… Class Summary Learn the fundamentals of parallel c…

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Oracle Utilities: MDM v2 Functionality for Implementers

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This course is designed to educate technical implementers on the maintenance objects, business objects, zones and business processes related to various Meter Data Management (MDM) functional areas. Learn To: Use the administration…