Data structures and algorithms teach you how to think more clearly and become a better programmer. The DSA plays a crucial role in real-world problem solving.
Machine learning operations require the use of data structures and algorithms. Suppose you are building a machine learning model using a dataset that includes an address column.
As more and more data is saved and analyzed, system processing time may be slower. However, data structures and algorithms help to maximize the processing power of systems by maximizing the use of stored data. This article will help you to learn data structures and algorithms by providing the best online courses available.
Excellent data structure and algorithm courses
Data structures and algorithms (DSAs) delve into the details of traditional-problem solutions, revealing how effective each is. It also teaches you how to evaluate the efficiency of an algorithm using science. This allows you to choose the best option from a variety of options.
Here are the top 5 data structure and algorithm courses of 2021:
Algorithms Part II
This intermediate course from Princeton and Coursera deals with more complex topics as a follow-up to Algorithms Part I.
In particular you will learn how to use graph processing methods. Algorithms for string processing will also be included.
Fees: Free to enroll
Rating: 5/5
Algorithms Part I
This course was created with Intermediate students in mind. It is offered by Princeton University and Courseera.
This session focuses on the essential facts about data structures and algorithms that you need to know. This program will teach you how to develop your skills as an expert from Intermediate.
Fees: Free to enroll.
Rating: 4.9 / 5
Python data structures
This course was designed by the University of Michigan. This can be seen in Coursera.
Python Data Structures is a 6 week mixed-level program in which you will learn about various topics.
Fees: Free to enroll
Rating: 4.9 / 5
Data structures and algorithms
The University of San Diego and the course offer this intermediate course. It provides a comprehensive examination of the theory and application of algorithms and data structures.
If you take this course, you will get approaches to solve various computational problems. You will also learn how to solve about 100 coding challenges in the computer program of your choice.
Fees: Free to enroll
Rating: 4.6 / 5
Ideas for data structures and single linked list implementation
Beginners can benefit from this free Udemy course. The purpose of the lesson is to teach you how to understand basic data structures. The queue and stack will introduce you. The C programming language is used to teach each of these concepts.
Fees: Free
Rating: 4.2 / 5
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