Search result for Data structures and algorithm analysis Online Courses & Certifications
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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 Heaps and Hashtable Data Structures Describe heap data structures and analyze heap components, such as arrays and priority queues...
Data Structures and Algorithms
by Brynn Claypoole , Abe Feinberg , Kyle Stewart-Franz- 0.0
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4 Months
Good programmers worry about data structures and their relationships". The Data Structures and Algorithms Nanodegree program will help you excel at solving everything from well-defined problems, Get hands-on practice with over 100 data structures and algorithm exercises and technical mentor support when needed to help prepare you for interviews and on-the-job scenarios....
Graph Search, Shortest Paths, and Data Structures
by Tim Roughgarden- 4.8
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Approx. 15 hours to complete
The primary topics in this part of the specialization are: data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of breadth-first and depth-first search, connectivity, shortest paths), and their applications (ranging from deduplication to social network analysis). Overview, Resources, and Policies Pathological Data Sets and Universal Hashing Motivation...
Data Analysis and Visualization
by Arpan Chakraborty- 0.0
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Approx. 16 weeks
This course will introduce students to the field by covering state-of-the-art modeling, analysis and visualization techniques. lesson 1 Programming in R The R Programming Language R Programming Syntax R Programming and Data Structures lesson 2 Data Analysis Data Preprocessing Data Processing Data Visualization lesson 3 Regression Logistic Regression Linear Regression Regularization...
Free
SQL
by Malavica Sridhar , Ziad Saab , Derek Steer- 0.0
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2 months
Perform analysis on data stored in relational and non-relational database systems to power strategic decision-making. Begin by leveraging the power of SQL commands, functions, and data cleaning methodologies to join, aggregate, and clean tables, as well as complete performance tune analysis to provide strategic business recommendations....
$279
Ordered Data Structures
by Wade Fagen-Ulmschneider- 4.8
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Approx. 19 hours to complete
In this course, you will learn new data structures for efficiently storing and retrieving data that is structured in an ordered sequence. The specific data structures covered by this course include arrays, linked lists, queues, stacks, trees, binary trees, AVL trees, B-trees and heaps. 3 Run Time Analysis 4 Array and List Operations...
Comprehensive Algorithms
by Jordan Hudgens- 4
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3 hours on-demand video
This course provides a comprehensive overview of the concepts of algorithm analysis and development. This course provides a comprehensive overview of the concepts of algorithm analysis and development. I also review a number of graph algorithms and give introductions to additional advanced algorithm analysis concepts....
$11.99
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Geometric Algorithms
by Kevin Buchin- 0.0
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Approx. 18 hours to complete
This course deals with the algorithmic aspects of these tasks: we study techniques and concepts needed for the design and analysis of geometric algorithms and data structures. - to decide which algorithm or data structure to use in order to solve a given basic geometric problem, Data Structures for Plane Sweep Algorithms Data Structures for Plane Sweep Algorithms...
Data Structures
by Alexander S. Kulikov , Michael Levin , Daniel M Kane , Neil Rhodes- 4.6
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Approx. 25 hours to complete
A good algorithm usually comes together with a set of good data structures that allow the algorithm to manipulate the data efficiently. In this course, we consider the common data structures that are used in various computational problems. You will learn how these data structures are implemented in different programming languages and will practice implementing them in our programming assignments....
Data Structures and Algorithm Design Part II | 数据结构与算法设计(下)
by Junhui Deng- 0.0
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8 Weeks
Learn the basics of data structures and methods to design algorithms and analyze their performance. This course aims at exploring the principles and methods in the design and implementation of various data structures and providing students with main tools and skills for algorithm design and performance analysis. Principles and methods in the design and implementation of various data structures...
$49
