Search result for Algorithm analysis Online Courses & Certifications
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The Design and Analysis of Algorithm Masterclass [ 2019 ]
by Up Degree- 3.6
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12.5 hours on-demand video
Algorithm & Data Structures will help you to Crack Coding Interviews (C/C++Java/Python) Learn Algorithm Data Structures Algorithm used in everywhere. That is the reason we make this Design and Analysis of algorithm Masterclass. Knowing Algorithm Well helps you to Solve the Problem in a Better Way. Knapsack Problem, Minimum Spanning Tree: Kruskal's Algorithm, Minimum Spanning Tree: Prim's Algorithm...
$16.99
Market Basket Analysis & Linear Discriminant Analysis with R
by Gopal Prasad Malakar- 4.1
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3.5 hours on-demand video
Master: Association rules (MBA) & it's usage, Linear Discriminant Analysis (LDA) for classification & variable selection In Part 2, Linear Discriminant Analysis (LDA) is explained. LDA vs PCA side by sideDemo of LDA for more than two classes: understandData visualizationModel developmentModel validation on train data set and test data setsIndustry usage of classification algorithm Handling Special Cases in LDA...
$12.99
Artificial Intelligence Ethics in Action
by Brent Summers- 0.0
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Approx. 6 hours to complete
Project 1 - OpenAI: GPT-3 Analysis Analysis Project 2 - Alleghany Screening Analysis Analysis Project 3 - Game Theory Algorithm Design Analysis...
Graph Search, Shortest Paths, and Data Structures
by Tim Roughgarden- 4.8
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Approx. 15 hours to complete
Computing Strong Components: The Algorithm Computing Strong Components: The Analysis Dijkstra's Shortest-Path Algorithm Correctness of Dijkstra's Algorithm Universal Hashing: Analysis of Chaining [Advanced - Optional] Bloom Filters: Heuristic Analysis...
Algorithms in Java :Live problem solving & Design Techniques
by Basics Strong- 4.2
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14 hours on-demand video
Algorithm Design Techniques: Live problem-solving in Java One great algorithm applied sensibly can result in a System like GOOGLE! Let’s go through some of the most famous algorithm design techniques in this course. Complexity analysis Recursion is the base of any algorithm design Algorithm Complexity analysis...
$12.99
Approximation Algorithms
by Mark de Berg- 4.7
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Approx. 15 hours to complete
A greedy algorithm for load balancing Analysis of the greedy-algorithm The ordered scheduling algorithm An approximation algorithm for vertex-cover A dynamic-programming algorithm for knapsack Analysis of the PTAS for knapsack: approximation ratio Analysis of the PTAS for knapsack: running time...
Algorithms for Searching, Sorting, and Indexing
by Sriram Sankaranarayanan- 4.6
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Approx. 34 hours to complete
This course covers basics of algorithm design and analysis, as well as algorithms for sorting arrays, data structures such as priority queues, hash functions, and applications such as Bloom filters. Merge Sort Algorithm, Analysis and Proof of Correctness Mergesort Algorithm Introduction to Randomization + Average Case Analysis + Recurrences Analysis of Quicksort Algorithm...
Geospatial Analysis Project
by Nick Santos- 4.8
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Approx. 62 hours to complete
Milestone 2: Workflow Design - Develop the analysis workflow for your project, which will typically involve creating at least one core algorithm for processing your data. Vector-Based Suitability Analysis (Review from Imagery, Automation, and Applications) Extra Practice: Data Analysis Milestone 3: Data Analysis Data Analysis Overview Milestone 3: Data Analysis Continue...
Approximation Algorithms Part I
by Claire Mathieu- 4.8
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Approx. 36 hours to complete
By taking this course, you will be exposed to a range of problems at the foundations of theoretical computer science, and to powerful design and analysis techniques. Lecture: Approximation algorithm Lecture: Analysis Lecture: Greedy algorithm Lecture: algorithm Lecture: analysis Lecture: large items analysis A reference on this stopping time analysis Lecture: analysis...
Machine Trading Analysis with Python
by Diego Fernandez- 3.3
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6 hours on-demand video
Learn machine trading analysis from basic to expert level through a practical course with Python programming language. Learn machine trading analysis through a practical course with Python programming language using S&P 500® Index ETF historical data for back-testing. Train algorithm for mapping optimal relationship between target and predictor features through ensemble methods, maximum margin methods and multi-layer perceptron methods....
$12.99
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