68 Courses and Certifications

Online Algorithms Courses & Certifications

In the field of computer science, people often hear about algorithms. In today’s digital world, we all are surrounded by algorithms, from solving a long-division complex problem to doing laundry and more. Almost everything people perform with a computer relies in some way on an algorithm. It is a set of rules to follow to perform a specific task or solve a particular problem. If you are willing to add this skill to your profile, you should consider pursuing algorithms courses. Many top institutes worldwide offer the best algorithms courses online to equip students with comprehensive knowledge of algorithmic concepts, functions and problems. There are also many free algorithms courses online offered by top online learning providers and universities worldwide. 

You can learn algorithms courses through a degree in computer science or directly do algorithms certification courses. After completing the best online algorithms courses and certifications, you can find a plethora of job opportunities in many different industries. You can build a career as an Algorithm Designer, Algorithm Developer, and Algorithm Specialist.

What are Algorithms?

The term algorithm is considered any well-organised computational process, which takes and creates some value, or set of values, as input and output. For computer science students, algorithmic skills are the must-have skills to become a better programmer. With an algorithm, you can solve any type of problem as it gives the computer a unique set of instructions, allowing the computer to perform everything.

Who Can Pursue Algorithms Courses?

  • Anyone interested in learning about algorithms can pursue algorithms courses but must possess some basics of programming and computer.
  • Students who are studying/ studied computer science, engineering, or software development.
  • Professionals working in data-driven organisations, trading, financial services and others.

Eligibility Criteria for Algorithms Courses

  • To pursue a career in the world of algorithms, an aspiring candidate must have an undergraduate or postgraduate degree in engineering, computer science, or mathematics.
  • Candidates who have experience in software development and programming are more apt.

Skills Required for Algorithms Courses

  • Problem-solving
  • Basic understanding of programming languages
  • Mathematical skills
  • Analytical competencies
  • Interpersonal skills
  • Attention to detail

Also Read: Popular providers offering Algorithms courses and certifications

Edx Algorithms Courses & Certifications
Udemy Algorithms Courses & Certifications
Coursera Algorithms Courses & Certifications
CodeAsylums Algorithms Courses & Certifications
Emeritus Algorithms Courses & Certifications
Google Algorithms Courses & Certifications
Swayam Algorithms Courses & Certifications
Vskills Algorithms Courses & Certifications
Udacity Algorithms Courses & Certifications
Board Infinity Algorithms Courses & Certifications

What Will You Learn in Algorithms Courses?

  • Pursuing online algorithms courses and algorithms certification courses will help you understand how to solve problems that otherwise could be much harder to solve.
  • Taking algorithm training online will impart basic conceptual knowledge associated with the algorithm and its principles. 
  • You will be able to work out complex problems and apply the right algorithms and data structures in your everyday work.
  • Algorithms courses will teach you about network flow and its applications and introduction to streaming algorithms, and more.

Popular Algorithms Certification Courses

Candidates working in the area of IT and computing can be able to solve problems by pursuing algorithms certification courses. These online algorithms courses are short-term certificate programmes and can be accessed from anywhere. Candidates can learn these algorithms online courses at their own pace and master algorithmic technology.

Here’s the list of some of the best algorithms certifications courses:

Course Name

Offered by

Duration

Fees

Traditional and Non Traditional Optimization Tools

IIT Kharagpur via Swayam

8 Weeks

Free

Design and Analysis of Algorithms

Chennai Mathematical Institute, Chennai via Swayam

8 Weeks

Free

Algorithms on Graphs

University of California, San Diego, National Research University Higher School of Economics via Coursera

6 Weeks

Rs 3,592

Algorithmic Trading Course

Institute of Financial Market Courses

6 Months

Rs 4,500

Algorithms Part 1

Princeton University via Coursera

6 Weeks

Free

Algorithms Part II

Princeton University via Coursera

6 Weeks

Free

Analysis of Algorithms

Princeton University via Coursera

9 Weeks

Free

Approximation Algorithms

European Institute of Innovation and Technology via Coursera

4 Weeks

Free

Data Structures and Algorithms

Udacity

4 Months

Rs 77,676

Data Structures and Algorithms

CodeAsylums

3 Months

Rs 35,000


Career Options in Algorithms

There are various career opportunities after completing the best online algorithms courses and algorithms certifications. You can find employment in IT companies, financial institutions, academic institutions and companies that work with algorithm technology. As an algorithm specialist within a company, you will be responsible for performing research and designing algorithms for educational and real-world applications. You will also be required to perform research in order to learn how to make faster and better-running sequences for applications that are too complex.

Below are some of the job profiles you can explore after algorithms courses:

  • Algorithm Designer
  • Algorithm Developer
  • Algorithm Specialist
  • Algorithm Engineer
  • Machine learning Algorithm Developer

Algorithms Salary Trends

Candidates with algorithmic skills get lucrative jobs and higher salary packages in the IT and non-IT sectors. Their pay may vary as per qualifications, job profiles, employer, skills and experience. According to Glassdoor, the average salary of an Algorithm Engineer in India is Rs 1,049,241 p.a. Depending on the level of experience, an Algorithm Engineer can expect to earn a maximum of Rs 2,000,000 p.a.

Popular Online IT Courses and Certifications

Scope of Algorithms

There is an immense scope of algorithms all around the world. From solving a class of specific problems or performing computation to building machines, algorithms are all around us. They typically help in solving logical and mathematical problems. Having a solid educational background in mathematics and technology can help you become an algorithm developer and specialist. You can go into diverse fields and work in both IT and non-IT companies. After completing online algorithms courses and certifications, you will be able to write a set of rules that direct the computer on how to perform a task. So, the scope of algorithms is much more vast in terms of growth and career prospects.

Top Recruiters for Algorithms Professionals

  • TCS
  • Apple
  • Dolby
  • Apple
  • General Motors

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Online Digital Marketing Certification CoursesOnline Data Analytics Certification Courses
Online Python Certification CoursesOnline Full Stack Development Certification Courses


FAQs

Q: How can I learn online algorithms courses?

A: Online learning platforms like Coursera, Udacity, and Swayam offer online algorithm courses in collaboration with top universities and institutes worldwide.

Q: Who is eligible for algorithms courses?

A: Anyone can apply for online algorithms courses and certifications. Aspirants must have a basic understanding of algorithms and programming languages.

Q: How long does it take to complete algorithms certification courses?

A: The duration of algorithms certification courses can vary from course to course.

Q: What can I do after algorithms courses?

A: After completing online algorithms courses and certifications, you can become an algorithm specialist, algorithm engineer, algorithm developer and designer and work in IT firms and companies that work with algorithm technology.

Q: How much does it cost to pursue algorithms certification courses?

A: Some algorithm certification courses are available for free, while others are at a few cost.

Q: How much can I earn after algorithms courses?

A: As an algorithm engineer, you can earn an average salary of Rs 1,049,241 p.a.

Career Category
Specialization
Job Role
Skills

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To

Offered by

Certificate

Decode DSA with C++ 2.0

Decode DSA with C++ 2.0 online course empowers learners to master Data Structures and Algorithms (DSA) through the C++ programming language, aspiring learners to enhance their coding skills, foster logical thinking, and excel in placement interviews with the aid of DSA principles taught in conjunction with C++.  This Decode DSA with C++ 2.0 certification by PWskills delves into essential topics for programmers aiming to efficiently tackle intricate challenges.

The Decode DSA with C++ 2.0 certification course comprehensively covers vital concepts and techniques of DSA, encompassing arrays, strings, stacks, queues, linked lists, trees, graphs, sorting, searching, hashing, recursion, dynamic programming, and more. To reinforce learning, participants will actively engage with live sessions, quizzes, assignments, projects, and mock interviews, providing ample practice opportunities.

Also read:

...Read More
6 Months
5,500
Enquire
Skills Covered:
C++ Programming skills Knowledge of Algorithms

Offered by

Certificate

Data Structures and Algorithms

Structuring data and making it useful for solving problems and decision making vigorously is a big task in this enhanced technology. Therefore, for perfect decision making and solving problems and analysing data in a preformed manner nanodegree programme for Data Structures and Algorithms is made easy for candidates.

Technology has vast changes from day to day and managing technology with data is a problematic task. In any organization drawing decisions using algorithms for maximizing profits is also a challenging task. The better way of structuring data that is for a prompted for secured purposes is should be managed wisely from hacking he data by intruders. By the offering course of the Nanodegree programme Data structures and Algorithms is made easy.

The Nanodegree program of Data Structures and algorithms by Udacity academy is helpful for the candidates to evaluate the open-ended problem and appropriately make the decision of their choices. Each problem is properly defined by its algorithm and its structure with proper analysis. The academy of Udacity has many more professionals and industrial experts too who are involved in this project end to end.

...Read More
4 Months
22,849
Skills Covered:
Knowledge of Algorithms Knowledge of Python

Offered by

Certificate

Data Structures and Algorithms

This Data Structures and Algorithms certification course will help you learn about Python, common data structures and algorithms. Candidates will go through some of the more common technical interview questions and how to respond. The relevance of how professional interviews follow a trend will be emphasised in this course. With  Data Structures and Algorithms training, candidates who understand the trend would be one step ahead of the race. 

To assess your skills, students can complete practising problems and quizzes. They'll then practise mock interviews to get detailed feedback about how they should progress. Candidates will be prepared for whatever the technical interviewer throws at them in the future after taking the Data Structures and Algorithms certification. This course is of the duration of four weeks, the learning will be provided via an online platform. 

The course will provide students with rich content learning material that is basically based on the fundamentals, this will make their basics stronger. The certification that the candidate will receive in the end will help him in his or her upcoming future. This particular Data Structures and Algorithms online course will help the students to be more effective and efficient in this field. 

...Read More
3 Months
Intermediate
Free
Skills Covered:
Knowledge of Algorithms
Data Structures and Algorithms

Offered by

Certificate

Data Structures and Algorithms

Data Structures and Algorithms Certification by CodeAsylums has been built from scratch and provides holistic learning to candidates through live sessions and hands-on coding with mentors. The course can be pursued along with one's job commitments as classes are conducted on alternate days. Special doubt clearing sessions and forums have been provided. Data Structures and Algorithms Certification Syllabus deals with practical aspects of graphs and dynamic programming and trees, supported with HackerRank contests.

The 3-month long online course provides live mentorship and interview and job assistance to students. The course has been specifically designed for students who are interested in boosting their knowledge of data structures and algorithms. By pursuing the course, students will learn about algorithms such as Trees, Graphs, and Dynamic Programming. After completing the course, students will be ready for every coding test. 

...Read More
3 Months
35,000
Skills Covered:
Knowledge of Python
Introduction to Graduate Algorithms

Offered by

Certificate

Introduction to Graduate Algorithms

The Introduction to Graduate Algorithms online programme is offered by Udacity and developed by the Georgia Institute of Technology, US. It features rich learning content related to the analysis and design of computer algorithms. The course is free to enrol in and has an approximate timeline of three months. You will get access to video lectures, interactive quizzes and reading material.

Throughout the Introduction to Graduate Algorithms online course by Udacity, you will explore a wide range of graduate-level algorithm concepts. These include computational intractability, Fast Fourier Transform (FFT), dynamic programming, Rivest-Shamir-Adleman (RSA) cryptosystem, minimum spanning tree, Markov chains, Max-SAT approximation, Fibonacci numbers, divide and conquer, randomised algorithms, etc.

Udacity’s Introduction to Graduate Algorithms online training aims to explain the algorithms for fundamental problems and the methods for algorithm design. During this advanced-level programme, you will also study hashing using graph algorithms, linear programming, bloom filters, max-flow algorithm and non-deterministic polynomial-time (NP) completeness.

...Read More
3 Months
Expert
Free
Skills Covered:
Knowledge of Algorithms
Certificate

Data Structures

The Data Structures certification course will help candidates to reduce the time while programming. The data structure taught in the course includes sorts, and how to implement those algorithms. Candidates will be learning how to solve computation courses and come up with codes that are short and have the best results.

The candidates taking the course will be able to write algorithms and get instant results. Data structures lay down the foundation of the programming, and candidates can get their hands on coding in a simpler way. The course prepares the aspirants to come up with the best algorithm in a quick span of time.

For each algorithm, the candidates develop, multiple checks will be performed to ensure the candidates are learning correctly. The candidates must take the exam by paying the necessary amount for receiving certification. The Data Structures certification benefits will help to learn even a novice who is very much new to the topic.

...Read More
12 Weeks
Skills Covered:
Data science knowledge
Computational Complexity Theory

Offered by

Certificate

Computational Complexity Theory

The Computational Complexity Theory program offers a great learning experience in the field of computational complexity theory. Students who pursue this course will come to know different topics every week through this course. Candidates will be informed on topics like hierarchy theorems, types of complexities, limitations, etc. The Computational Complexity Theory online course offers full-time access to the course with no limitations or restrictions related to the timings of the course or attendance. Students are requested to own a stable internet connection and a system through which they can log in to the course.

The Computational Complexity Theory training offers a certificate towards the end of the course only if the candidate agrees to pay the exam fees and qualifies the same fulfilling the minimum eligibility criteria. The course takes 12 weeks of time to complete the Computational Complexity Theory certification syllabus. However, students can choose to take longer than the estimated time since this is a self-paced learning program. The course provides a professional level of training and can be taken up by candidates who are interested in computer science.

...Read More
12 Weeks
January 17 - April,08 2021
Free
Skills Covered:
Mathematical skill

Offered by

Certificate

Data Structures and Algorithms using JAVA

The Data Structures and Algorithms using JAVA Online Course is a 3-month long course that discusses different types of data structures in JAVA. The course available on the Skill-Lync platform will cover the basic and advanced use of algorithms.

The Data Structures and Algorithms using JAVA Certification Course will be taught using video lectures, industry-specific projects, and technical projects. The course is suitable for anyone interested in the field of Computer Science Engineering (CSE).

After completing the Data Structures and Algorithms using JAVA Live Course, all learners will get a certificate of completion and the top 5% of learners in a class will receive a merit certificate. You can opt for a one-on-one course demo before beginning.

...Read More
12 Weeks
7,000
Skills Covered:
Java Programming skills Knowledge of Algorithms
Model Checking

Offered by

Certificate

Model Checking

The Model Checking certification course is a 12-week elective programme that is entirely online. This course is the responsibility of the Chennai Mathematical Institute professor Srivathsan. Swayam, IIT Madras and NPTEL have jointly taken up responsibility along with the institute to offer a certificate jointly. 

Over the years the use of safety-critical systems including embedded software that is dealt with in regular life has increased. Hence this online Model Checking training course is a great introduction to learning the tools that are required for model-checking. Model checking is nothing but a research field that looks after the challenge of making use of models in controller verification. Ultimately the main aim of the course is to give the students a look at the system which is used mainly for finite-state machine extensions. 

...Read More
12 Weeks
January 23 - April,14 2022
Free
Skills Covered:
Knowledge of engineering
Design and Analysis of Algorithms

Offered by

Certificate

Design and Analysis of Algorithms

Beginning with the fundamentals, Design and Analysis of Algorithms Certification explains that an algorithm is a description or assertion of a series of actions that make up a method for deriving the required outputs from the supplied inputs. 

The analysis portion will help you better understand the resources an algorithm might employ to arrive at a solution, and Design and Analysis of Algorithms Classes place more attention on the critical elements in the development of new algorithms. 

Introduction to algorithms, asymptotic complexity, divide-and-conquer sorting and searching, the greedy technique, dynamic programming, backtracking, and branch and bound are just a few of the subjects covered in the Design and Analysis of Algorithms Certification Syllabus. 

All students get a Design and Analysis of Algorithms Certification by University of Kashmir under the Swayam Initiative by the Government of India. 

...Read More
12 Weeks
Certificate

Computer Science: Algorithms, Theory, and Machines

The Computer Science: Algorithms, Theory, and Machines Certification Course is a 100% online course that explores the nuances and concepts of computation. The intermediate-level course will deal with classic algorithms, classic theoretical models, and modern applications of computation. The course can be easily accessed on the Coursera online learning platform. 

The Computer Science: Algorithms, Theory, and Machines Training will be provided by the Computer Science faculty of Princeton University. The Computer Science: Algorithms, Theory, and Machines Certification Course by Coursera and Princeton University will be available for free and there will be no certificates awarded to candidates.

...Read More
11 Weeks
Intermediate
Free
Skills Covered:
Computer skills Programming skills Knowledge of Algorithms
Algorithms and Data Structures

Offered by

CMU School of Computer Science, Pittsburgh via Emeritus
Certificate

Algorithms and Data Structures

The Algorithms and Data Structures certification is a 10 weeks online programme. This programme requires the attention of students for only 5-10 hours every week. It is a successful launch of Carnegie Mellon University's School of Computer Science Executive Education, and Emeritus. The curriculum offered in all 10 modules keeps a  focus on a particular type of data structure or algorithm, that includes computational application of theories. 

Algorithms and Data Structures training will allow participants to present themselves by solving real-world problems for correctness and efficiency. The entire course is expressed in very simple English that anyone who has a very basic understanding of basic mathematics and coding can easily decipher. The end certificate will provide an experience that is invaluable and help broaden the knowledge base of all the participating candidates thus helping in their career advancement.

...Read More
10 Weeks
$ 2,500
Skills Covered:
Knowledge of Algorithms
Data Structures and Algorithms with C++

Offered by

Certificate

Data Structures and Algorithms with C++ Course

Data Structures and Algorithms with C++ Course is an online certification course offered by Board Infinity which is an online educational platform that offers numerous certifications and programmes on various topics. The curriculum of the Data Structures and Algorithms with C++ Course Online Training is intended to assist the students to make a clear picture of the data structures and algorithms with C++  and cover the programming language C++

Provided by Board Infinity, the Data Structures and Algorithms with C++ Course Programme will enable the students to build the capacity to solve various programming problems and challenges using the data structures. By opting for the course, the learners will be able to upgrade their knowledge of data structures and algorithms. During the programme, the learners will be assigned multiple projects including Search Engines, Graph-based projects and Stack-based text editors. 

...Read More
10 Weeks
Beginner
$ 15,000
Skills Covered:
C++ Knowledge of Algorithms
Introduction to Algorithms and Data Structures

Offered by

Certificate

Introduction to Algorithms and Data Structures

Algorithms are the underlying logic that powers the modern world. They are used in everything from spam filtering to GPS navigation to machine learning. A solid understanding of algorithms is essential for software engineers and other technology professionals. The Introduction to Algorithms and Data Structures certification by Carnegie Mellon University’s School of Computer Science, along with Emeritus, provides you with the knowledge and skills you need to design, analyse, and implement algorithms. This course covers a wide range of topics, including sorting, searching, graphs, and dynamic programming.

With the help of the Introduction to Algorithms and Data Structures certification, you will solve real-world problems by formulating and analysing algorithms. You will also learn how to implement algorithms in a variety of programming languages.

The Introduction to Algorithms and Data Structures online course is designed for students with a basic coding and maths background. By completing this course, you will gain valuable knowledge and skills that will be useful in your academic and professional career.

...Read More
10 Weeks
$ 2,500
Certificate

Analysis of Algorithms

The Analysis of Algorithms online course familiarises students with calculating the computational complexity of algorithms. The training also covers function generation, recurrences, telescoping, and more concepts related to the scientific study of algorithm performance. Candidates learn about real asymptotics, symbolic methods, and basic structures like words, permutations, strings, trees, and mappings, through the programme.

The Coursera Analysis of Algorithms programme is 100% online and free course. It consists of pre-recorded video lectures, pop quizzes, readings, assignments, and practical exercises across a nine-week curriculum. Robert Sedgewick, who is currently the William O. Baker Professor of Computer Science at Princeton, will be your instructor. 

The Online Analysis of Algorithms training course is an advanced-level programme offered in collaboration with Princeton University. Candidates will need approximately 21 hours to finish this course. Besides, you will get English subtitles for the video lectures and flexible deadlines to learn at ease. Since this is free training; candidates will not receive a certification.

...Read More
9 Weeks
Expert
Free
Skills Covered:
Knowledge of Algorithms Mapping skills
Certificate

Discrete Optimization

Optimization technology is used in many industries to make problem-solving easier. The Discrete Optimization course by Coursera focuses on solving complex problems using optimization algorithms and concepts, including local search, constraint programming, and mixed-integer programming. The course gives an introduction to the fundamental concepts of discrete optimization and its uses in the real world. 

The Coursera Discrete Optimization course explores concepts like mixed-integer programming, constraint programming and local search, starting from their foundations to their uses and application for solving practical problems, which includes scheduling, resource allocation, vehicle routing and supply-chain optimization. 

Furthermore, the Coursera Discrete Optimization course is an online, self-paced learning course offered by the University of Melbourne to help students understand the process of solving complex problems through discrete optimization. Coursera also offers a shareable electronic certificate at the end of the course, which can be printed and used along with the student’s resume, and also shared on professional platforms such as LinkedIn. 

...Read More
8 Weeks
Intermediate
Free
Skills Covered:
Programming skills
Design and Analysis of Algorithms

Offered by

Certificate

Design and Analysis of Algorithms

Design and Analysis of Algorithms program is an undergraduate course in the field of Foundation of computing and Computer Science and Engineering. It is a free MOOC that will be held on the online learning platform Swayam. Swayam is a learning portal and an initiative by the Ministry of Education, Government of India.

The syllabus of the Design and Analysis of Algorithms certification has been designed by Chennai Mathematical Institute in association with NPTEL. The program will be taught by professor Madhavan Mukund, the Dean of Studies at Chennai Mathematical Institute. Along with video lectures, candidates will have assignments and a list of books and references to understand the course contents better. 

During the Design and Analysis of Algorithms training, candidates will explore various topics such as Intractability, Design techniques, asymptotic complexity, data structures, algorithm on graphs, sorting, and searching. The course also offers a certification for interested eligible candidates. However, certification is granted only if students pass the final test.

...Read More
8 Weeks
Beginner
July 23 - September,14 2023
Free
Skills Covered:
Knowledge of Algorithms Knowledge of engineering
Programming, Data Structures and Algorithms Using Python

Offered by

Certificate

Programming, Data Structures and Algorithms Using Python

The Programming, Data Structures, and Algorithms Using Python certification course imbibe Python problem-solving and programming fundamentals in its students. A Chennai Mathematical Institute offering, this eight-week curriculum features robust industry recognition amongst programming-oriented companies. Primarily built for undergraduates, this program falls under the following purviews - ‘Foundations of Computing’, ‘Programming’, ‘Artificial Intelligence, ‘Computer Science and Engineering, and ‘Data Science’

The extensive Programming, Data Structures, and Algorithms Using Python certification syllabus cover multiple concepts, including introductory concepts like loops, conditionals, functions, strings, etc. Candidates learn about sorting algorithms, backtracking, using files, exception handling, and more. Regarding data structures, the course also discusses Python dictionaries, objects, and classes to define various data types, including binary search trees and linked lists.

The Programming, Data Structures, and Algorithms Using Python training also offers an optional certificate to help candidates actively seek employment or educational growth. Aspirants can acquire this by clearing the requirements. These include scoring well in the weekly assignments and clearing Swayam’s two examinations.

...Read More
8 Weeks
July 23 - September,14 2023
Free
Skills Covered:
Knowledge of Python
Traditional and Non Traditional Optimization Tools

Offered by

Certificate

Traditional and Non-Traditional Optimization Tools

The Traditional and Non-Traditional Optimization Tools training is designed to explain the optimization process and its principles in depth. You will study traditional optimization tools during this course, including their subgroups, namely - direct search and gradient search methods, steepest descent, random walk method, etc. You will become aware of the significance of optimization to develop the most efficient product at the lowest cost.

The Traditional and Non-Traditional Optimization Tools online program also provides insights into non-traditional tools of optimization such as the genetic algorithm (GA), particle swarm optimization, simulated annealing, etc. It is an eight-week-long course with 20 hours of video lectures, where these methods will be explained along with relevant numerical examples.

The Traditional and Non-Traditional Optimization Tools certification course teaches working principles of multi-objective optimization. These include goal programming, distance-based Pareto-GA, weighted sum approach, and more. You will also understand techniques to handle constraints, benefits, and drawbacks of GA. This elective course also provides a completion certificate when you fulfill certain criteria. 

...Read More
8 Weeks
Free
Skills Covered:
Knowledge of engineering
Python Data Structures-1

Offered by

Certificate

Python Data Structures

Python Data Structures training in detail will further be elaborating the concepts of “Python” by emphasizing the variables like- dictionaries, lists, strings, tuples, and others. This certificate course by edX and the University of Michigan is the second in the series of the most sought python courses.

The session of the Python Data Structures certification course will be dealing with how to store and then present the data after manipulating the data collections when the programme is running. The Python Data Structures certification will be introducing the core data structures present in the programming language of Python. The curriculum covers- built-in data and complex data and files analysis. Python Data Structures online course will teach the students to open and then read files that are stored in the clouds. The techniques to create data lists will also be covered in the certification course. The programme dealing with chapters 6- 10 of the textbook called- “Python for everybody” and will further cover Python 3.

...Read More
7 Weeks
Beginner
Free
Skills Covered:
Knowledge of Python
Certificate

Algorithms, Part I

The Algorithm programme offered by Princeton University has two parts, Part I and Part II. The programme covers critical knowledge about ‘algorithms and data structures while emphasizing on scientific performance analysis and applications of Java implementations. Every serious programmer needs to know this. 

Algorithms, Part I includes elementary algorithms for data structures, sorting, and searching while Part II focuses on algorithms for graph- and string-processing. After the completion of the first part, candidates can enrol for the second part in Coursera.

The Algorithms, Part I programme is a 100 per cent free programme. Enrolment, access to content everything is provided for free. And also there will be no certification after completion of the programme. 

Candidates who are looking for a way to learn algorithms, Java programming, data structures should enrol for this programme. Irrespective of the field, candidates can enrol in the Algorithms, Part I programme if they use computers to solve problems which are large. 

Candidates who are programmers should also enrol for the Algorithms, Part I programme. By completing the programme they will be getting so many advantages in their career. The ones who have already finished the programme are now in better conditions.

...Read More
6 Weeks
Intermediate
Free
Skills Covered:
Mathematical skill
Certificate

Algorithms Part II

Algorithms are an essential part of the computer to process data effectively. Algorithms are used as specifications for performing tasks like automated reasoning, calculation and even for data processing. Algorithms are becoming an important part of our lives even if we don’t notice it. To make a computer do whatever we desire it is important to write a programme for which algorithm plays an important role. With the help of which one can command the computer whatever they want to.

Whatever one thinks of making from a website to an app they need to create a programme in which programming plays a very important part. This course of Algorithms part II is specially designed for the candidate to upgrade their knowledge about algorithms after they have completed the part one course. It will help them to master their skills in programming and make them stand out from the competition that is prevailing in this era.

...Read More
6 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Algorithms
Algorithmic Toolbox

Offered by

Certificate

Algorithmic Toolbox

The certificate programme on Algorithmic Toolbox by Coursera is an intermediate level course that will cover basic ideas for problems arising in the practical applications of computational problems, algorithmic techniques, greedy algorithms, Sorting and searching, Dynamic programming, and divide and conquer. The course offers a lot of theory and understanding of the burning questions in programming. It helps candidates develop an understanding of how to solve the most commonly arising problem and how they can break it into pieces and solve them recursively, Further how they can sort data and how it can help in searching, when it is ok to proceed greedily and how genomic studies use dynamic programming.

The candidates will be given enough practice in solving the computational problems, implement the solutions efficiently, design new algorithms, and ensure the easy and smooth running of the programs. This course forms a part of specialisation in Data structures and algorithm specialisation, for candidates willing to learn more about the topic and further continue to take the specialization too.

For candidates and professionals willing to learn about the new challenges in programming and better equip themselves for staying relevant in the industry this course on Algorithmic Toolbox will offer a much better understanding of the subject and help them take the next step in their career.

...Read More
6 Weeks
Intermediate
6,486
Skills Covered:
Programming skills Knowledge of Algorithms
Data Structures

Offered by

Certificate

Data Structure

The soul of programming is said to be data structures and algorithms. Data structures aim to hold the data while the algorithms aim to solve the problem using the data. Data structures are the key to the computer algorithms which help the programmers to manage the data efficiently. The perfect selection of data helps to enhance the efficiency of the computer programme.

Computer science in this era is all about sorting and computing from given data. So, it is necessary to have a powerful knowledge about data structure, it will help one deal with different ways of arranging, storing and processing the data. It helps in utilizing maximum space and also decreases the complexity in deletion of data, addition as well as insertion of data.

To be a successful data processor one should acquire all the skills appropriately and should master their skills that will make them stand out of the crowd. Each and every company searches for an employee who has the ability to overcome all the problems and keep up to the needs and the requirements of the company. This is the platform where they can shape their skills for the same.

...Read More
6 Weeks
Intermediate
6,486
Skills Covered:
Programming skills
Certificate

Data Structures and Performance

It seems difficult for Java to deal with data in huge quantities. Various data algorithms and frameworks work together when applications exercise vast and real data sets. Data Structures and Performance is a Java course at an intermediate level which is recommended to the candidates who have an experience or familiar with computer science or software development. The programme focuses on establishing code which finishes the work effectively and efficiently by giving accurate results.

In this programme, the candidates would get an opportunity to analyze and utilize data structures that are applied in industry-level applications like hashtables, trees, and lists. The concepts will describe how the data framework makes programmes flexible and efficient. Through this course, the candidates can apply to Professional Certificates programs as well as multiple specializations. This course would be counted towards training in Object-Oriented Java Programming: Data Structures and Beyond Specialization and Object Oriented Programming in Java Specialization.

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6 Weeks
Intermediate
4,023
Skills Covered:
Knowledge of Data Sorting
Algorithms on Graphs

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Certificate

Algorithms on Graphs

Algorithms on graphs is a much-used concept in navigation services and has thus found supreme applicability in the current scenario. Whether it be road networks, social networks or computer networks, this domain offers a lot of scope for learning, especially for engineers. To think of the fastest time to commute, people often resort to a connected set of computers which are strewn through an efficient algorithm or a dense network. This also helps in detecting communities and leaders on Facebook.

Algorithms on Graphs course is one another valuable offering by Coursera which delves deep into the insights of graphs and its varied properties. Candidates will learn traversing graphs and orderly traversing of the same to perform meaningful tasks. Discussion on shortest paths algorithms from basic level used to open doors till faster ones used in Google Maps will be conducted. Pursuing this course will also help candidates in pursuing Fast Shortest Routes industrial capstone projects if they wish to.

This course concludes with minimum spanning trees utilised in road planning and telephone and computer networks.

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6 Weeks
Intermediate
6,486
Skills Covered:
Knowledge of Algorithms
Algorithms Design and Analysis Part 2

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Certificate

Algorithms: Design and Analysis, Part 2

The Algorithms: Design and Analysis, Part 2 online course by edX, is aimed at learners who have at least some experience in programming. It is a self-paced intermediate-level programme with a rigorous curriculum that focuses more on conceptual understanding and the bigger picture than mathematical details and low-level implementation.

The topics covered under the Algorithms: Design and Analysis, Part 2 certification syllabus include Greedy Algorithms (Clustering, Scheduling, Huffman Codes, Minimum Spanning Trees), Dynamic Programming (Sequence Alignment, Shortest Paths, Optimal Search Trees, Knapsack), NP-Completeness, Local Search, and Analysis of Heuristics.

The Algorithms: Design and Analysis, Part 2 training programme by edX includes various assessments through which learners can practice and master Algorithms. These include six multiple-choice problem sets, six programming assignments, and a final multiple-choice exam. 

Moreover, there is no due date for these assignments, allowing learners to work through the course at their own pace. But to complete the course comfortably within six weeks, they must study two to four hours a week. Edx has 2 tracks namely the verified track and the audit track which allows the students to finish off the course. During the verified track, the candidates will get unlimited but paid access to the course materials. In the audit track, the candidates will be getting limited but free access to the course materials.

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6 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Algorithms
Algorithms Design and Analysis Part 1

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Certificate

Algorithms: Design and Analysis, Part 1

Algorithms: Design and Analysis, Part 1 online course will explore the heart of computer science - algorithms. Candidates will learn, practice, and master the fundamentals of algorithms using a combination of video lectures, programming assignments, and multiple-choice quizzes to help them evaluate their progress.

Algorithms: Design and Analysis certification syllabus will provide information on various topics such as sorting and searching, data structures, graph primitives, randomized algorithms, and the 'Big-Oh' notation. This is an intermediate curriculum and requires some experience on the part of candidates in programming languages. These can include C, Java, or Python languages.

Algorithms: Design and Analysis by edX is a six-week, online certification course that features faculty members from Stanford University.  Students will have to devote two to four hours every week to this course and give a multiple-choice final at the end. It is a self-paced course that provides English transcripts of all the lectures for better understanding. Learners can get enrolled in the course for free or by paying a small amount. If they want to learn the course without paying anything they may opt for the audit track where limited access is given. On the other hand, if they want unlimited course access they may opt for admission using the verified track for which they may have to pay a small amount.

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6 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Algorithms
Programming for Everybody Python Data Structures

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Certificate

Programming for Everybody: Python Data Structures

Programming for Everybody: Python Data Structures certification is a 6 weeks long course led online by the University of Michigan experts, and FutureLearn for helping learn python from scratch at an advanced level. This course is 100% available in online sessions which are conducted at a time interval of 4 hours every week.

Programming for Everybody: Python Data Structures certification syllabus offers introductory concepts to core data structures that are related to Python Programming language. This course also gives details on how these data sets are used for programming in daily life. This online programme moves ahead of just the basic concepts and advances to the procedural programming 

Programming for Everybody: Python Data Structures training falls under the online category of Information Technology, and the Computer Science course will help to use the Python built-in data structures like lists, tuples, and dictionaries, which will be performing analysis of more intense complex data. 

Also Read: Career as a Computer Programmer

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6 Weeks
Skills Covered:
Knowledge of Python
IO-Efficient Algorithms

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Certificate

I/O-efficient algorithms

The I/O-efficient algorithms online course is an EIT digital-based course instructed by Dr Mark de Berg through a wholly online platform for learning with Coursera. The entire programme runs for a duration of 9 hours offering a verified certificate. The I/O-efficient algorithms syllabus will progress through four weeks starting with a curriculum starting with an introduction, cache algorithms, replacement policies and efficient sorting.

The course will be taught in the English language with subtitles in English, Spanish, Russian, French and Portuguese. The  I/O-efficient algorithms by Coursera are planned as advanced level coursework with flexible deadlines for completion. The candidates will need to have some basic prerequisite in the area of mathematics and algorithms to be eligible to enrol for the programme.

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6 Weeks
Expert
Free
Skills Covered:
Knowledge of Algorithms