Search result for Data structures and algorithm analysis Online Courses & Certifications
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Algorithms Bootcamp in C++
by Holczer Balazs- 4.2
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8.5 hours on-demand video
Recursion, backtracking, dynamic programming and data structures (linked lists, queues, stacks and binary search trees) This course is for those who are interested in computer science and want to implement the algorithms and given data structures in C++ from scratch. Chapter 4: Data Structures data structures and abstract data types (ADTs)...
$13.99
Advanced R Programming
by Roger D. Peng, PhD , Brooke Anderson- 4.3
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Approx. 18 hours to complete
This course covers advanced topics in R programming that are necessary for developing powerful, robust, and reusable data science tools. Upon completing this course you will be able to identify and abstract common data analysis tasks and to encapsulate them in user-facing functions. Control Structures Overview Debugging and Profiling Reuse existing data structures...
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
Algorithms: Design and Analysis, Part 1
by Tim Roughgarden- 0.0
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6 Weeks
Specific topics in the course include: "Big-oh" notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), randomized algorithms (QuickSort, contraction algorithm for min cuts), data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of BFS and DFS, connectivity, shortest paths). Data structures (heaps, balanced search trees, hash tables, bloom filters)...
$149
Computational Geometry
by Alexander S. Kulikov , Aliaksei Tolstsikau , Kira Vyatkina- 3.9
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Approx. 19 hours to complete
This course represents an introduction to computational geometry – a branch of algorithm theory that aims at solving problems about geometric objects. Its application areas include computer graphics, computer-aided design and geographic information systems, robotics, and many others. 2 A naïve algorithm 3 Modified Graham's algorithm 6 Divide and conquer 3 Data structures...
C# Data Structures and Algorithms
by Packt Publishing- 3.9
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4.5 hours on-demand video
Implement algorithms and data structures for real-world problems in C# and . You’ll also get to grips with the essential data structures that you can use to perform typical programming tasks. By the end of this course, you’ll have the skills you need to start writing more efficient code and build further on your C# data and algorithm knowledge....
$12.99
GIS Data Formats, Design and Quality
by Nick Santos- 4.9
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Approx. 28 hours to complete
In this course, the second in the Geographic Information Systems (GIS) Specialization, you will go in-depth with common data types (such as raster and vector data), structures, quality and storage during four week-long modules: Week 1: Learn about data models and formats, including a full understanding of vector data and raster concepts. Tutorial Assignment 1: Data Structures and Personal Geodatabases...
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Learn Algorithm Programming
by Joseph M.- 3.5
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1.5 hours on-demand video
Well, an algorithm is just like that. In this course, you will learn some of the most popular and useful algorithms for searching and sorting information, working with techniques like recursion, and understanding common data structures. We'll also get into the performance implications of different algorithms and how to evaluate the performance of a given algorithm....
$9.99
Data structure crash course
by Web Sharing- 4
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6 hours on-demand video
A detailed guide covering all the concepts of data structure This course covers the design, analysis, and implementation of data structures and algorithms to solve computational problems using an object‐oriented programming language. Topics include elementary data structures, (including arrays, stacks, queues, and lists), advanced data structures (including trees and graphs), the...
$12.99
Data Structures and Performance
by Christine Alvarado , Mia Minnes , Leo Porter- 4.8
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Approx. 42 hours to complete
Many of the data structures and algorithms that work with introductory toy examples break when applications process real, large data sets. In this course, you will use and analyze data structures that are used in industry-level applications, such as linked lists, trees, and hashtables. Welcome (Object Oriented Java Programming: Data Structures and Beyond Specialization)...
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