Become a successful software engineer by mastering the 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 intermediate-level skills required, course providers and intermediate-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 Intermediate 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.
- 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.
- 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.
- Codecademy: It is an online skill development platform with the goal of setting an interactive way of learning that is engaging, flexible and accessible globally.
- QuickStart: It is one of the leading IT skills training platforms, accredited by Microsoft, Cisco, NetApp, ITIL and various other certification bodies. Their learning platform is incorporated with AI with multi-modal knowledge transfer.
- Skill- Lync: It is a Chennai-based EdTech startup aimed to bridge the skill gap between the industry and academia to help learners scale up their dream careers.?
- Guvi: It is an online platform based in India that offers free and paid coding courses to learners in Indian languages such as Tamil, Hindi, Bengali etc. Its mission is to make tech education accessible in all Indian native languages.
- O’Reilly: With a range of formats including live online training courses, interactive tutorials, books, videos and case studies, O’Reilly equips all members of the workforce with the insight they need to stay ahead in an ever-changing economy.
- 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.
- Datacamp: It equips companies and individuals with all the skills they need to work with data in the real world. Their USP is that they provide a hands-on learning experience with interactive exercises, short videos and job assistance.
- 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.
Data Structures and Algorithms Courses
We have prepared a list of the top data structure and algorithms courses available for intermediate-level learners that you can refer to-?
- This guided project will teach you how to create an application that sorts Missouri Tax Data in ascending order. It uses a variety of critical sorting algorithms.
- Pedagogy: This self-paced course has a duration of 2 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: The course ensures hands-on training for practical implementation of the course material.
- Faculty: The course is enriched with international faculty with relevant experience as an instructor in computer science topics for the last 5 years.
- Price: You can join this course for:
- ?689
- $9
- ￡7
- This capstone project will let you create your customized software program for genome sequencing.
- Pedagogy: This self-paced course has a duration of 4 weeks and comes with lifetime access, instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course provides a capstone project at the time of completion.
- Faculty: The course is enriched with international faculty with relevant experience in the field of technology.
- Price: You can join this course for:
- ?10,584
- $150
- ￡125
- This online course includes content that will help you learn everything you need to know about Data Structures and Algorithms.
- Pedagogy: This self-paced course extends for about 3 months and comes with lifetime access, technical projects, recorded content, and weekly challenges.
- Hands-on approach: The learners of this course will acquire hands-on experience through industry-oriented projects and a CapStone project. Learners also get to build a project portfolio to showcase their projects.
- Assessment: The learners of this course get assignments evaluated every week to track their progress.
- Price: You can join this course for:
- ?33,899
- $948?
- ￡787
- This online course will teach you everything that you need to know about data structures and algorithms.
- Pedagogy: This self-paced course extends for about 3 months and comes with lifetime access to the course material.
- Hands-on approach: The course ensures job assistance and a CapStone project at the end of the course.
- Price: You can join this course for:
- ?33,899
- $488?
- ￡405
- This course will focus mainly on the components of Unity’s 2D features.
- Pedagogy: This self-paced course extends for up to 2.3 hours and gives you downloadable access to the course along with case studies, instructor-moderated discussions and post-course interactions.
- Hands-on approach: The learners of this course will be enriched with case-based learning and a capstone project.
- Faculty: This course has international faculty with ample experience in the programming field.
- Price: You can join this course for:
- ?869?
- $10?
- ￡9
- This course will show you how to implement basic data structures and algorithms using C++. It uses a mix of slides and real-world code.
- Pedagogy: This self-paced course has a duration of 3.48 hours and gives you downloadable access to the course along with case studies, instructor-moderated discussions and post-course interactions.
- Hands-on approach: The learners of this course will be enriched with case-based learning and a capstone project.
- Faculty: This course has international faculty with ample experience in the programming field.
- Price: You can join this course for:
- ?869?
- $10
- ￡9
- This course will teach you how to save text and binary files and how to organize data so that programs can correctly interpret it..
- Pedagogy: This self-paced curse has a duration of 3 weeks with lifetime access to the course material, instructor-moderated discussions, post-course interactions and an alumni network.
- Faculty: The course is equipped with international faculty that induces personalized teaching for learners.
- Price: You can join this course for:
- ?3,097?
- $44
- ￡37
- This course teaches data structures and algorithms by a team with tons of everyday experience of using concepts at work at Google, Microsoft and Flipkart.
- Pedagogy: This self-paced course comes with a duration of 15 hours, instructor moderated discussions, post-course interactions and alumni network.
- Hands-on approach: The course is equipped with case-based learning and assessment tests that ensure real time experience of learned skills.
- Faculty: The course has international faculty with ample experience in data science and software architecture.?
- Price: You can join this course for:
- ?9,580
- $99
- ￡83
- This python course teaches you the latest coding style that can be used in the programming industry.?
- Pedagogy: This self-paced course has a duration of 2.77 hours and comes with lifetime access, instructor-moderated discussions and post-course interactions.
- Faculty: The course has international faculty with ample experience as a full stack developer and provides hands-on training to the learners.
- Price: You can join this course for:
- ?199
- $3
- ￡3
- This course will introduce you to common data structures and algorithms in Swift.
- Pedagogy: This self-paced course has a duration of 4 weeks and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course provides hands-on training to its learners after each module.
- Faculty: This course has international faculty working as lead data analysts at Udacity.
- Price: You can join this course for:
- ?13,899
- $200
- ￡166
- This course shall guide you through the basics of graph theory and its implementation in Python.
- Pedagogy: This instructor-paced course extends for 1 day and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course provides case-based learning, live classes and human interaction.
- Faculty: The faculty of this course ensures personalized teaching to its learners.
- Price: You can join this course for:
- ?2,890
- $42
- ￡35?
- This course will teach you to explore the interconnectedness and structure of data using structural equation modeling, R programming language and the lavaan program.
- Pedagogy: This self-paced course is 4 hours long and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course facilitates case-based learning, hands-on training, virtual labs and a capstone project towards the end.
- Faculty: This course has international faculty with proficiency in statistics courses, data sciences and natural language processing.
- Price: You can join this course for:
- ?436
- $7
- ￡6
Final Thoughts
Mastering data structures and algorithms is pivotal for a prosperous career in software engineering. This curated list guides enthusiasts through intermediate-level skills, platforms, and courses. Essential mathematical and logical proficiency, coupled with a grasp of computer architecture, form the foundation. Top-notch learning platforms like edX, Coursera, and Codecademy, along with courses from Skill-Lync, Pluralsight, and QuickStart, offer diverse avenues for skill development. With offerings from sorting algorithms to genome sequencing, these courses cater to varied interests and skill levels, making the journey into data structures and algorithms both educational and enriching. Choose your path wisely and embark on a journey towards coding mastery.
