Data structures and algorithms are two important topics in software development. Data structure revolves around collecting and organizing data in a proper way, while on the other hand, algorithms are designed to accomplish certain predefined tasks. Therefore, good knowledge in both fields makes programmers a perfect fit for choosing and writing programs that can handle changes better and perform well. Besides, big tech companies like Google, Amazon, Apple, Netflix, etc. are also looking for software developers who are well-versed in data structures and algorithms. Fortunately, or unfortunately, data structures and algorithms evolve along with technological changes. They emerge with new concepts and techniques every now and then, making it hard for software developers to keep track of the developments. Therefore, online platforms are offering extensive courses to keep software developers on their heels. They also provide special interview coaching that will help them get into top companies. Analytics Insight has listed the top 10 data structures and algorithms courses that freshers and professionals can take up.
Data Structures and Algorithms Specialization course offered by the University of California, San Diego and HSE University in Coursera teaches master algorithmic programming techniques. By taking up the course, students get to learn algorithms through programming and advance their software engineering or data science career. This is a free course specialized in the mix of theory and practice. Students will be taught algorithmic techniques for solving various computational problems. They will also be able to implement about 100 algorithmic coding problems in a programming language of their choice. The course contains specializations of two real-world projects namely big network and genome assembly.
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Master the Coding Interview: Data Structures + Algorithms offered by Udemy is a coding interview Bootcamp that strengthens the knowledge of developers and helps them get a job at top-notch companies. However, the course requires students to have a basic understanding of at least one programming language. Master the Coding Interview is specifically designed to crack interviews in tech companies like Google, Microsoft, Facebook, Netflix, Amazon, and others. Using the strategies, lessons, and exercise taught in the course, students can learn how to land offers from all sorts of companies. By taking up the course, students will get to learn about arrays, has tables, singly-linked lists, Stacks, Tries, etc in data structure and recursion, sorting, searching, tree traversal in algorithms.
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Data Structures and Algorithms in Python offered by Educative is a detailed review of some of the most common data structures and algorithms that students will see in interviews and their everyday work. By taking up the course, students will get to know about its implementation details. They will be taken through explanations and will be given hands-on coding exercises. The course demonstrates a deep understanding of data structures and algorithms that is needed to solve real-world problems through coding.
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The algorithms course offered by the Princeton University at Coursera covers all the essential information that every serious programmer needs to know about algorithms and data structures. The course is delivered with an emphasis on applications and scientific performance analysis of Java implementation. Especially, Part I of Algorithms covers elementary data structures, sorting, and searching algorithms. By taking up the course, students will get to learn algorithm through meaningful lectures and they also conduct quiz to check their learning.
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Data Structures offered by the University of California, San Diego and HSE University at Coursera teaches common data structures that are used in various computational problems. By taking up the course, students will get to learn about how data structures are implemented in different programming languages and programming assignments. This will help students to understand what is going on inside a particular built-in implementation of a data structure and what to expect from it. Other topics that are covered in the course are what is a good strategy of resizing a dynamic array, how priority queues are implemented in C++, Java, and Python, what are good strategies to keep a binary tree balanced, etc.
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Data Structures and Algorithms: Deep Dive Using Java offered by Udemy teaches about Arrays, Linked Lists, Trees, hashtables, Stacks, Queues, Heaps, sort algorithms, and search algorithms. This course is specifically for people who have already worked with Java but thinks they need a deeper knowledge of how things work. It provides students with a complete understanding of how things work. By taking up the course, students will get the extensive skills and knowledge they need to increase their job consulting opportunities.
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Mastering Data Structures and Sorting Algorithms in JavaScript helps students become top-notch JavaScript developer by elaborating the most important concepts of programming like data structures and algorithms. By taking up the course, students will learn to make efficient algorithms that save space and time in software development. It is also an interactive course that takes through students on the most effective data structure in any scenario. This course covers sorting algorithms and their time complexity using JavaScript along with various data structures like Trees, Graphs, Heaps, Linked lists, and many more.
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Algorithms and data structures are the core of software engineering. Whenever a person attends a software engineering interview, most of the questions one faces are from algorithms and data structures content. Unfortunately, as technology evolves, the questions are getting harder. The Algorithms and Data Structures Interview Crash Course offered by Educative helps students master the algorithms and data structures interview. The course explains and explores hundreds of interview questions and distilled them into a set of patterns for students' easy understanding.
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From 0 to 1: Data Structures & Algorithms in Java leverages an animated, visual, and spatial way to learn data structures and algorithms. This course has put together tons of everyday experience in thinking about data structures and algorithms and using them at work in tech companies. It covers topics including Big-O notation and complexity, Stacks, Queues, Trees, Heaps, Graphs and Graph Algorithms, Linked Lists, Sorting, and Searching.
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Introduction to Algorithms and Data Structures in C++ is a practical course that guides students through a step-by-step pace to solve problems. The course is also visually featured with a lot of examples making it easy to understand and interesting to grab. It is a free course that teaches valuable tricks sprinkled throughout the course that will help students become an algorithmic expert. The algorithms and data structures course takes students through dynamic programming like Fibonacci sequence, Dynamic programming, How to sport recurrence relation, etc.
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