26 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. For computer science students, algorithmic skills are the must-have skills to become a better programmer.

If you are willing to add this skill to your profile, you should consider pursuing algorithms courses. You can learn these courses through a degree in computer science or directly do algorithms certification courses. Many top institutes worldwide offer algorithms courses online to provide students with comprehensive knowledge of algorithmic concepts, functions and problems.

After completing algorithms courses, 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. 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

What Will You Learn in Algorithms Courses?

  • Pursuing online algorithms courses and certifications will help you understand how to solve problems that otherwise could be much harder to solve.
  • Algorithms courses 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 courses are short-term certificate courses that are available online and can be accessed from anywhere. Candidates can learn these online algorithms 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

INR 3,592

Algorithmic Trading Course

Institute of Financial Market Courses

6 Months

INR 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

INR 77,676

Data Structures and Algorithms

CodeAsylums

3 Months

INR 35,000

Career Options in Algorithms

There are various career opportunities after completing online algorithms courses and 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 INR 760,426 p.a. Depending on the level of experience, an Algorithm Engineer can expect to earn a maximum of INR 2,300,000 p.a.

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 algorithms courses, 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

Optym

Apple

General Motors

Continental

Google

Facebook

Dolby

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 costs.

Q: How much can I earn after algorithms courses?

A: As an algorithm engineer, you can earn an average salary of INR 760,426 p.a.

Career Category
Specialization
Job Role
Skills

Pricing

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To

Offered by

Certificate

Algorithmic Trading Course

Professionals engaged in intraday trading on the stock market often have multiple trades to execute in a very narrow span of time. This situation presents itself almost every day to a person in this profession. Thus, it would be of help for such individuals to have an automated strategy as part of their arsenal to be able to be applied for optimum results. This can be accomplished with the help of special software.

This Algorithmic Trading certification being run by the Institute of Financial Market Courses has been designed to keep abreast with the emerging technologies in this space. It will introduce new dimensions of trading shares and equity to the participants. Essentially, the study will focus on automation of select trading steps in the realm of the software.

The  Algorithmic Trading course online pedagogy consists of recorded lessons of a total length of about 9 hours. The language of instruction is Hindi. Moreover, the emphasis is laid on making this engagement to be self-paced according to the bandwidth of the user. All the content is easy to understand if listened to in an undistracted way.

...Read More
6 Months
Beginner
4,500
Skills Covered:
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
77,676
Skills Covered:
Knowledge of Algorithms Knowledge of Python
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
Algorithms and Data Structures

Offered by

School of Computer Science, Carnegie Mellon University, 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

Offered by

Princeton University via Coursera
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 20 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

Introduction to Programming and Animation with Alice

The Introduction to Programming and Animation with Alice programme by Coursera is a beginner-level course in animation and programming which takes about 47 hours to complete. Duke University offers the introductory course in association with Coursera, while the lessons are delivered in English.

Moreover, the Introduction to Programming and Animation with Alice certification course comprises many programming concepts and technical assignments to combine theoretical knowledge with practical applications. Instructed by experienced professors, the well-structured course offers a fun and engaging learning experience.

The Introduction to Programming and Animation with Alice online course will primarily teach you how to combine programming and animation to develop 3D animated stories. You will become adept in building a storyboard to narrate a story, move the camera, include repetitions, set up a scene, among others.

Besides, the Introduction to Programming and Animation with Alice course is an excellent introduction to Alice and programming concepts. You can even use the ideas you have learned throughout the certification course to build 3D games. What's more, upon successful completion, you can earn a course completion certificate from Coursera and Duke University.

...Read More
8 Weeks
Beginner
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
Free
Skills Covered:
Knowledge of Algorithms Knowledge of engineering
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

Offered by

Princeton University via Coursera
Certificate

Algorithms, Part I

The Algorithm programme offered by Princeton University has two parts, Part I and Part II. The programme covers the 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 to the second part in Coursera.

The Algorithms, Part I programme is a 100 per cent free programme. Enrolment, access to contents 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 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

Offered by

Princeton University via Coursera
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
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
Skills Covered:
Programming skills Knowledge of Algorithms
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.

...Read More
6 Weeks
Intermediate
Skills Covered:
Knowledge of Algorithms
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 for 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.

...Read More
6 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Algorithms
IO-Efficient Algorithms

Offered by

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 10 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.

...Read More
6 Weeks
Expert
Free
Skills Covered:
Knowledge of Algorithms
Certificate

Advanced Algorithms and Complexity

If you have already learnt about the basics of Algorithms, you are now ready to take the next logical step into more complex algorithms and problem-solving. The idea behind this Advanced Algorithm and Complexity course is to teach you how to build upon the algorithm basics and utilize new ideas. In this course, we will be starting with network flows that are employed in the typical applications like detecting disjoint paths, optimal matching, and flight schedules along with a few other surprising applications like the segmentation of images in computer vision.

In the next segment, we teach linear programming with its application in allotting and optimizing budgets, Portfolio optimization, finding a diet that is cheap and satisfies all the requirements. Further, we discuss the inherent hard problems that have no perfectly good solutions known (and neither are likely to be found) and how you can solve them in practice. The course finishes with a slight introduction to the streaming of algorithms that are used, most heavily in Big Data Processing. These algorithms are mostly designed to process huge data sets without being capable of storing even a single dataset.

...Read More
5 Weeks
Expert
Skills Covered:
Programming skills Knowledge of Algorithms Knowledge of Python
Computational Geometry

Offered by

Certificate

Computational Geometry

The branch of algorithm theory that aims to solve problems related to geometric objects is known as Computational Geometry. Its application areas include computer robotics, graphics, computer-aided design, geographic information systems, and many others. In this course, candidates will learn to apply computational geometry to several algorithmic approaches and assess their strengths and weaknesses in a context. That will allow them to select the most appropriate method to approach a specific problem.

The Computational Geometry certification course covers various core computational tasks, such as computing the convex hull in a point set, testing point inclusion in a polygon, triangulating a polygon, intersecting line segments, and processing orthogonal range queries. It pays attention to the evaluation of geometric predicates and proper representation of geometric primitives, which are critical for the efficient implementation of an algorithm. 

Learners can complete the Computational Geometry course in approximately nineteen hours. Upon completion, they can purchase a shareable certificate of completion from Coursera.

...Read More
5 Weeks
Intermediate
Free
Skills Covered:
Mathematical skill

Offered by

Certificate

Intro to Data Structures and Algorithms

This Intro to 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 Intro to 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 Intro to 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 Intro to Data Structures and Algorithms online course will help the students to be more effective and efficient in this field. 

...Read More
4 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Algorithms
Approximation Algorithms

Offered by

Certificate

Approximation Algorithms

Traditional algorithmic tools are often inefficient for solving various real-world algorithmic problems. For example, many such problems are NP-hard; hence, these tools can’t solve them correctly. Thus, the Approximation Algorithms certification course will make you fluent with the critical algorithmic techniques and concepts that can deal with these challenges efficiently. You can employ such techniques instead of the optimal solution; you need an approximation close to this optimal solution. 

Curated by EIT Digital, the Approximation Algorithms certification syllabus offers 100% online lessons and covers vital topics to make you an expert.  These include PTAS, knapsack problems, vertex-cover problems, linear programming, load balancing, scheduling algorithms, and numerous other learnings. By covering these, you’ll become adept in finding the required approximations of a problem’s optimal solutions for solving it efficiently. 

The Approximation Algorithms online course features a renowned instructor, Professor Dr Mark de Berg. It also provides self-directed deadlines to help you learn comfortably, along with English subtitles for the programme videos. Moreover, you can also purchase the training completion certificate to access the valuable accreditation and graded assessments.

...Read More
4 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Algorithms
Automated Reasoning Symbolic Model Checking

Offered by

Certificate

Automated Reasoning: Symbolic Model Checking

The Automated Reasoning: Symbolic Model Checking certification course offers to learn through online mode. The course talks about the properties of acting systems and programs. The course can be pursued as a free programme in the audit mode, provided the students will not be able to get access to the graded quizzes, assessments, and certification. 

The Automated Reasoning: Symbolic Model Checking certification syllabus includes four weekly modules that can be completed in the time period of 13 hours. Students can also enable English subtitles in the programme. 

There are no restrictions regarding the timings of the sessions or attendance percentage since this is a self-paced programme that lets the user choose their own deadlines. The certification of the Automated Reasoning: Symbolic Model Checking online course is achievable at the end of the course if the participants successfully complete the course after taking the subscription of the programme.

...Read More
4 Weeks
Intermediate
Free
Skills Covered:
Programming skills
Automated Reasoning Satisfiability

Offered by

Certificate

Automated Reasoning Satisfiability

If you want to learn the applications for satisfiability tools, Automated Reasoning: satisfiability course is perfect for you. The programme uses several examples to give you a glimpse into the various scenarios where satisfiability can be applied. These examples include program correctness, scheduling problems, puzzle-solving and fitting rectangles used for printing posters. 

Besides this, Automated Reasoning: satisfiability training also offers the underlying theory of using the resolution as a primary approach to propositional satisfiability, applying simplex methods for solving linear inequalities and using the CDCL framework for scaling up big formulas. You will learn these concepts through a series of video lessons, reading material, practise assignments and graded assignments. However, the course encourages you to use the knowledge you receive and apply SAT/SMT to several other problems, such as the problems presented in the honour’s assignment.

Automated Reasoning: satisfiability certification is an online course that takes about 25 hours to complete. It is an intermediate course taught by Hans Zantema and is offered by EIT Digital. You can either join the course for free or take the Coursera membership and secure a certificate of completion.

...Read More
4 Weeks
Intermediate
Free
Skills Covered:
Knowledge of computer application
Certificate

Divide and Conquer, Sorting and Searching, and Randomized Algorithms

The Divide and Conquer, Sorting and Searching, and Randomized Algorithms certification is a course that is provided by Coursera in association with Stanford University. This is a very short course that teaches the candidates regarding algorithms which is considered as the mainstream of Computer Science where algorithms can be used in practical applications.

The Divide and Conquer, Sorting and Searching, and Randomized Algorithms certification syllabus tends to cover introductory aspects of algorithms with some amount of programming exercises. This course belongs to course number one on the algorithms specialization which gives the conceptual learning for elementary level of mathematics and its implementation.

Divide and Conquer, Sorting and Searching, and Randomized Algorithms training is an intermediary level course that will help the candidates become strong with their technical skills so that they are able to speak well regarding algorithms with other Computer Programmers confidently.

Also Read:
Algorithms Certification Courses

...Read More
4 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Algorithms
Algorithm Design and Analysis

Offered by

Penn via Edx
Certificate

Algorithm Design and Analysis

The Algorithm Design and Analysis Training Course is a self-paced intermediate level course constituting the Computer Science Essentials for Software Development Professional Certificate program. The online course delivered through expert course materials will discuss the design and analysis of algorithms and related topics.

The Algorithm Design and Analysis Live Course can be opted by anyone interested in learning about problem-solving skills using computational methods. The 4 week-long course requires learners to have basic knowledge of discrete mathematics, probability, and Java programming language.

After successful completion of the Algorithm Design and Analysis Certification Course on the edX platform, learners will receive a valid course certificate. The course will be taught by Sampath Kannan, faculty of Computer and Information Science at the University of Pennsylvania.

...Read More
4 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Algorithms
Trees and Graphs Basics

Offered by

Certificate

Trees and Graphs: Basics

The Trees and Graphs: Basics online course is a study of the algorithms and data structures associated with trees and graphs such as tree data structures, binary search trees, self-balancing trees, graph data structures with some fundamental traversal algorithms on graphs. The online program is provided by the online educational platform Coursera and the course curriculum is offered by the University of Colorado Boulder. The course consists of 34 hours of course content that is scheduled for four weeks. The educator for this online training is associate professor Sriram Sankaranarayanan from the University of Colorado Boulder. 

The Trees and Graphs: Basics is part of the ‘Data Science Foundations: Data Structures and Algorithms Specialization’ and the Master of Science in Data Science(MS-DS) degree hence this online course can be taken for the MS-DS degree. This advanced-level program enables the students to utilize flexible deadlines for convenience to complete the course and a shareable course certificate after course completion.

...Read More
4 Weeks
Expert
5,766
Skills Covered:
Programming skills Knowledge of Algorithms Data science knowledge Knowledge of Python

Offered by

Certificate

Decision Tree Modeling Using R Certification Training

Edureka’s Decision Tree Modeling Using R Certification training course combines theoretical and practical knowledge to make you skilled in this domain. You can obtain relevant expertise in Decision Tree Modeling using R. The programme is self-paced, comprising an online LMS with unlimited access. Therefore, you can learn at your pace and revisit the lessons any time you like. 

The Decision Tree Modeling Using R training syllabus touches upon core topics like Data design, Pruning, Regression Tree, etc., along with algorithms such as CART, CHAID, GINI, ID3, and more. To learn these in the best way possible, you’ll work on practical assignments, case studies, and study via online videos and PPTs. 

Furthermore, you can access the community forum for immersive learning. This forum will enable you to engage in peer discussions and solve common queries. On course completion, you will also be eligible for the Decision Tree Modeling Using R certificate, recognised by numerous organisations worldwide. 

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4,999
Skills Covered:
Statistical skills
Certificate in Data Structures and Algorithms

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Certificate

Certificate in Data Structures and Algorithms

The Certificate in Data Structures and Algorithms Course is an online course provided on the V Skills platform. The course includes expert video tutorials discussing topics including fundamentals of data structures like structure, linked list, stack, array, pointer, queue, graph, searching, sorting, and programs along with types of algorithms

The Certificate in Data Structures and Algorithms Training Course is spread over 42 learning hours by expert instructors. The course will provide a detailed understanding of the basics of algorithms starting right from O-notation to advanced concepts of search and sort algorithms. The course will also include the analysis of algorithms as applicable for trees and graph data structure.

The Certificate in Data Structures and Algorithms Online Course is suitable for anyone who would like to develop their data science knowledge and types of data structures and algorithms. The course will provide a thorough understanding of various aspects of data structures in a way it makes a beginner in this field familiarize with the concepts quickly. The course includes a final online examination and upon qualification, learners will get a certificate.

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3,499
Skills Covered:
Programming skills Knowledge of Algorithms Data science knowledge Knowledge of Python

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