Search result for Data structures and algorithms class Online Courses & Certifications
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Learn Algorithm Programming
by Joseph M.- 3.5
1.5 hours on-demand video
Learn the basic concepts of Algorithms 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
C++ For C Programmers, Part A
by Ira Pohl- 4.4
Approx. 13 hours to complete
The examples and exercises require a basic understanding of algorithms and object-oriented software. 1 Overview and Course Organization 1 C++ Generics and Functions 3 Graph Theory & Algorithms 4 Graph as a Data Structure 2 Point and its Constructor 12 Dynamic Data Structures in STL 5 Overloading and Function Selection 6 STL and STL C++11...
How to Win Coding Competitions: Secrets of Champions
by Maxim Buzdalov , Pavel Krotkov , Daria Yakovleva- 0.0
7 Weeks
You will learn all you need to know about the variety of programming competitions that exist, as well as basic algorithms and data structures necessary to succeed in the most popular of them. The algorithms and approaches you need to master the world of competitions...
$99
Computing for Data Analysis
by Richard (Rich) Vuduc- 0.0
15 Weeks
A hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning. The modern data analysis pipeline involves collection, preprocessing, storage, analysis, and interactive visualization of data. For instance, “under the hood” of modern data analysis lies numerical linear algebra, numerical optimization, and elementary data processing algorithms and data structures....
$825
Genome Sequencing (Bioinformatics II)
by Pavel Pevzner , Phillip Compeau- 4.6
Approx. 17 hours to complete
You may have heard a lot about genome sequencing and its potential to usher in an era of personalized medicine, but what does it mean to sequence a genome? We will further learn about brute force algorithms and apply them to sequencing mini-proteins called antibiotics. Cyclopeptide Sequencing with Branch and Bound...
Signals, Systems, and Learning
by Richard G. Baraniuk- 0.0
8 Weeks
This class develops a principled approach to using the terminology, models, and algorithms found in signal processing and machine learning, the mathematical backbone of data science. Theoretical understanding of data models and systems for processing signals, images, and other data Practical implementation of signal processing and machine learning algorithms on data from the real world...
$249
Functional Programming Principles in Scala
by Martin Odersky- 4.8
Approx. 45 hours to complete
Scala fuses functional and object-oriented programming in a practical package. 3 - Evaluation Strategies and Termination 4 - Conditionals and Value Definitions 5 - Functions and Data Data and Abstraction Write purely functional programs, using recursion, pattern matching, and higher-order functions Design immutable data structures Combine functional programming with objects and classes...
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Functional Programming Principles in Scala
by Martin Odersky- 4.8
Approx. 41 hours to complete
Scala fuses functional and object-oriented programming in a practical package. 3 - Evaluation Strategies and Termination 4 - Conditionals and Value Definitions 5 - Functions and Data Data and Abstraction Write purely functional programs, using recursion, pattern matching, and higher-order functions Design immutable data structures Combine functional programming with objects and classes...
Code Free Data Science
by Natasha Balac, Ph.D.- 4.3
Approx. 14 hours to complete
During the class learners will acquire new skills to apply predictive algorithms to real data, evaluate, validate and interpret the results without any pre requisites for any kind of programming. • Ways to apply Data Science algorithms to real data and evaluate and interpret the results Welcome to the Code Free Data Science Class...
LeetCode In Python: 50 Algorithms Coding Interview Questions
by Bit Punch- 4.7
19.5 hours on-demand video
Practice data structure and algorithms questions for interviews at FAANG companies like Google, Facebook, Apple & Amazon The problems are handpicked to ensure complete coverage of the most popular techniques, data structures, and algorithms used in interviews so you can generalize the patterns you learn here on other problems. Data structures Like Stacks, Queues, Maps, Linked Lists, and more....
$17.99