Become a successful software engineer by mastering Data Structures & Algorithms.? For someone who is intrigued by this realm and its working and wants to learn the same through certifications, this list article is perfect for you.
Introduction to Data Structure and Algorithms
The method of organizing data (sequence of numbers or tables) in a virtual system is called a Data structure. The sequence of steps executed by a computer takes an input and transforms it into a target output, and it is called an Algorithm. There is a need to learn Data Structures and Algorithms if you are in the software engineering field. If you know Data Structures and Algorithms, you can write the correct codes. You can keep data in a structured and organized format and easily find it whenever needed. You can troubleshoot the codes after knowing the Data Structures and Algorithms.?
We have constructed this list article which consists of the top beginner-level skills required, course providers and beginner-level data structure and algorithms courses. Read along to find out how you can start your journey in this domain and choose a course that is best suited for you.
Top Data Structure and Algorithms Skills Required At Beginner Level
The important skills required for data structure and algorithms are as under:
Math & Logic
To excel in data structures and algorithms, you need to have a know-how of mathematical concepts such as linear equation, set theory, finite state machines, bitwise operations, pigeonhole principle etc.?
Computer Architecture
For algorithms, you need to know how data is represented in a computer, the fundamentals of digital logic design, computer arithmetic and cache design. Learning about C and Assembly programming will prove beneficial for data structures.
Top Data Structure and Algorithms Learning Platforms
There are various learning platforms available for data structure and algorithms. The top course providers are listed as under: ??
- edX: It offers a wide range of high-quality online courses from the world’s top universities and institutions in various disciplines with some courses at no charge.
- Eduonix:? It is a skill development organization that provides online degrees and certifications. Their aim is to bring world-class training content and best learning practices to every learner across the globe.
- Skillshare: It is an online course provider with classes for thousands of creative and intriguing people on topics such as illustration, photography, freelancing etc.
- Dataquest: It aims at teaching data skills to the whole world. It is an online course provider making data skills accessible to the whole world.
- Coursera: It is a US-based online course provider that works with various universities to come up with online courses, certifications and degrees in varied subjects.
- Coding Ninjas: It bridges the gap between colleges and industry. Its mission is to relentlessly innovate the best ways to train the upcoming generation of developers and to transform the way tech education is delivered.
- Codecademy: It is an online skill development platform to set an interactive way of learning that is engaging, flexible and accessible globally.
- Edureka: It is an online course and certifications provider in upcoming and trending technologies with the highest course completion rate in the industry. They provide real-time doubt resolution with lie instructors, 24/7 learning assistants and unlimited access to learning resources.
- PluralSight: It is an online course provider with over 1500+ expert authors and 1700+ employees and is trusted by 70% of the Fortune 500 companies. Their aim is to create progress through technology and develop the skills of tomorrow.
- Udacity: It is a leading certification and course provider to train the world’s workforce in the careers of the future. They partner with leading technology companies to identify the critical skills required and bring them to everybody’s doorstep.?
Data Structures and Algorithms Courses
We have prepared a list of the top data structure and algorithms courses available for beginner-level learners that you can refer to:?
- This online course will teach you about data structures and algorithms and how to approach a problem and write an efficient code.
- Pedagogy: This instructor-paced course has a duration of 1.3 hours with lifetime access, instructor-moderated discussions and post-course interactions.
- Hands-on approach: The course ensures hands-on training and a capstone project.
- Faculty: The course has international faculty with a good amount of experience in programming.
- Price: You can join this course for
- ?136/month
- $2/month?
- ￡2/month
- This online course will give you a better understanding of data structure basics and how algorithms are implemented in high-level programming languages.
- Pedagogy: This instructor-paced course extends for 5.21 hours with lifetime access, instructor-moderated discussions and post-course interactions.
- Hands-on approach: The course ensures hands-on training and a capstone project.
- Faculty: The course is having international faculty with a good amount of experience in programming.
- Price: You can join this course for
- ?136/month
- $2/month?
- ￡2/month
- Become a data specialist with this data structures tutorial which will teach you how to use the JavaScript data structures in an efficient manner.
- Pedagogy: This instructor-paced course has a duration of 10.79 hours, lifetime access to the course content and instructor-moderated discussions.
- Faculty: The instructors at Eduonix are a team of industry professionals with a training experience of more than a decade.
- Price: You can join this course for
- ?249/month?
- $4/month
- ￡4/month
- This course is an introduction to data structures and teaches you the fundamental building blocks on which all efficient and elegant software applications are built.
- Pedagogy: This instructor-paced course has a duration of 1.55 hours, lifetime access to the course content and instructor-moderated discussions.
- Faculty: The instructors at Eduonix are a team of industry professionals with a training experience of more than a decade.
- Price: You can join this course for
- ?249/month?
- $4/month
- ￡4/month
- This course has been designed to keep learners in mind who want to get their hands-on learning of the core data structure concepts.
- Pedagogy: This instructor-paced course has a duration of 3.6 hours, lifetime access to the course content, post-course interactions and instructor-moderated discussions.
- Faculty: The instructors at Eduonix are a team of industry professionals with a training experience of more than a decade.
- Price: You can join this course for
- ?249/month?
- $4/month
- ￡4/month
- This course will cover everything regarding STL, which includes: Containers, Iterators, Functions, Algorithms etc.
- Pedagogy: This instructor-paced course lasts 1.5 hours, and lifetime access to the course content, post-course interactions and instructor-moderated discussions.
- Faculty: The instructors at Eduonix are a team of industry professionals with a training experience of more than a decade.
- Price: You can join this course for
- ?249/month?
- $4/month
- ￡4/month
- This course will teach you about the role of Redis in our current world and important concepts like Redis-cli, Node JS Redis-cli, Hashes, Sets & Sorted Sets.
- Pedagogy: This instructor-paced course lasts 3.42 hours, and lifetime access to the course content, post-course interactions and instructor-moderated discussions.
- Faculty: The instructors at Eduonix are a team of industry professionals with a training experience of more than a decade.
- Price: You can join this course for
- ?249/month?
- $4/month
- ￡4/month
- This course will teach you the basics of creating data structures and be able to code and visualize data structures.
- Pedagogy: This instructor-paced course lasts 1 hour, and lifetime access to the course content, post-course interactions and instructor-moderated discussions.
- Faculty: The instructors at Eduonix are a team of industry professionals with a training experience of more than a decade.
- Price: You can join this course for
- ?249/month?
- $4/month
- ￡4/month
- In this online course, you will learn how to create more complex programs using new data structures, abstraction and generative recursion.
- Pedagogy: This self-paced course has a duration of 6 weeks, lifetime access to the course content, post-course interactions, and instructor-moderated discussions.
- Faculty: The course is having international faculty with a good amount of experience in programming.
- Price: You can join this course for
- ?8,765
- $125?
- ￡104
- In Introduction to Data Structures, you will learn the basics of creating data structures and be able to code and visualize data structures.
- Pedagogy: This instructor-paced course has a duration of 6 weeks, lifetime access to the course content, post-course interactions, human interaction and instructor-moderated discussions.
- Faculty: The course has the facility of live classes and international faculty with relevant experience in computer sciences.
- Price: You can join this course for
- ?23,200
- $332
- ￡276
- This course will cover the fundamental data structures of Python. You will learn the basics of procedural programming and how to use Python's built-in data structures like lists, dictionaries and tuples for data analysis
- Pedagogy: This self-paced course has a duration of 7 weeks, lifetime access to the course content, post-course interactions, and instructor-moderated discussions.
- Faculty: The course is having international faculty with a good amount of experience in programming.
- Price: You can join this course for
- ?3,436
- $49?
- ￡41
- This course is offered by The Georgia Institute of Technology and teaches you complex ways to handle data, including files, lists and dictionaries.
- Pedagogy: This self-paced course has a duration of 5 weeks, lifetime access to the course content, post-course interactions, and instructor-moderated discussions.
- Faculty: The course is having international faculty with a good amount of experience in programming.
- Price: You can join this course for
- ?10,447
- $149
- ￡124
- This course, offered by the University of Colorado, will cover the following topics: simulation, parallelization and algorithm analysis.
- Pedagogy: This self-paced course has a duration of 11 hours and offers instructor-moderated discussions, post-course interactions and case-based learning.
- Hands-on approach: This course is equipped with hands-on training and practical learning.
- Faculty: This course gives you a chance to study with international faculty who are renowned degree holders and industry professionals.
- Assessment: You can assess your progress with the assessment method of this course that involves quizzes and graded programming assignments.
- Price: You can join this course for
- ?1,691/month?
- $21/month
- ￡18/month
- This course will teach you the usage of Python to accomplish common scripting tasks.
- Pedagogy: ?This self-paced course has a duration of 4 months and offers instructor-moderated discussions and post-course interactions.
- Faculty: This course gives you a chance to study with international faculty who are renowned degree holders and industry professionals.
- Price: You can join this course for
- ?1,691/month?
- $21/month
- ￡18/month
- This program will introduce you to basic programming concepts such as data structures, program interfaces and databases using the Python programming language.?
- Pedagogy: This self-paced course has a duration of 11 hours and offers instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course is equipped with hands-on training, capstone projects and virtual labs for practical learning.
- Faculty: This course gives you a chance to study with international faculty who are renowned degree holders and industry professionals.
- Price: You can join this course for
- ?1,691/month?
- $21/month
- ￡18/month
- This course uses project-based learning to show learners how to create classes, objects and other Python-related objects.
- Pedagogy: This self-paced source is 1 hour long and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course is equipped with hands-on training and a capstone project to train learners in real-world situations.
- Assessment: The assessment system of this course involves solving practical assignments and self-evaluating the assignment.
- Price: You can join this course for free.
- This series of lessons will help you discover the core of programming and get you started writing your own code.
- Pedagogy: This self-paced source is 6 hours long and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course is equipped with hands-on training and a capstone project to train learners in real-world situations.
- Price: You can join this course for free.
- This course will help you become a decision tree modeling expert by learning concepts such as data design, regression tree and pruning.
- Pedagogy: This self-paced course comes with lifetime access, instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course provides case-based learning and a capstone project towards the end.
- Faculty: The faculty of this course ensures personalized teaching and job assistance to its learners.
- Assessment: The assessment system of this course involves hands-on projects and quizzes at the end of each module.
- Price: You can join this course for
- ?4,499
- $116
- ￡97
- This volume of the ARE preparation series focuses on programming and analysis content from the test specification outline.
- Pedagogy: This self-paced course extends for 6.63 hours and comes with downloadable courses, instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course emphasizes case-based learning and provides a capstone project towards the end.
- Faculty: This course has international faculty with 3 years of teaching experience.
- Assessment: The assessment method of this course involves short, self-paced quizzes to retain the course material.
- Price: You can join this course for
- ?433/month
- $13/month
- ￡11/month
- This course is intended to get you up to speed on the shell using terminal managing files and directories and running command-line programs.
- Pedagogy: This self-paced course is 1 day long and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course provides hands-on training to its learners for practical implications of learned theories.
- Faculty: This course has international faculty.
- Price: You can join this course for free.
Final Thoughts
In conclusion, embarking on a journey to learn data structures and algorithms is a crucial step in building a strong foundation for a career in computer science and programming. The availability of top-notch beginner-level courses provides a fantastic opportunity for aspiring learners to dive into this fundamental subject.
By enrolling in one of the top 20 data structure and algorithms courses, beginners can gain a solid understanding of key concepts and principles. These skills are highly valued in the tech industry and form the backbone of developing efficient and scalable software applications.
Moreover, these courses lay the groundwork for more advanced topics in computer science and pave the way for exploring specialized areas such as machine learning, artificial intelligence, and software engineering. Whether pursuing a career as a software engineer, data scientist, or programmer, the knowledge gained from these beginner-level courses will provide a solid foundation to tackle complex programming challenges and excel in the field.
So, seize the opportunity to enroll in one of these top 20 beginner-level data structure and algorithms courses and embark on a journey to develop essential skills that will shape a successful career in the ever-evolving world of technology.
