1660 Courses and Certifications

Coursera Courses & Certifications 2026

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Advanced Algorithms and Complexity

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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.

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3 Weeks
Expert
Free
Skills Covered:
Programming skills Knowledge of Algorithms 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 three 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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3 Weeks
Expert
Skills Covered:
Knowledge of Algorithms
Approximation Algorithms

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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.

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3 Weeks
Intermediate
Skills Covered:
Knowledge of Algorithms
Automated Reasoning Symbolic Model Checking

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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.

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3 Weeks
Intermediate
Skills Covered:
Programming skills
Automated Reasoning Satisfiability

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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.

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3 Weeks
Intermediate
Free
Skills Covered:
Knowledge of computer application
Trees and Graphs Basics

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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 10 hours of course content that is scheduled for three 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.

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3 Weeks
Expert
1,699
Skills Covered:
Knowledge of Algorithms Data science knowledge Programming skills Knowledge of Python
Certificate

Learn to Program: The Fundamentals

The Certification course on Learn to Program: The Fundamentals is taught by professors of the Toronto University. This course will introduce the simplest fundamentals of programming that act as the building blocks for every program written on computers. This course will help you develop an understanding and liking of the way programs function and how you can write simple and effective programs by making the use of Python language.

It is an introductory course for anyone interested in learning about programming and the Python language. It helps candidates in developing an insight into the basics and functioning of program writing. The course teaches simple ways to design and write programs using variables and functions. The course goes into detail about various Python basics and their applications. It helps you in having an overall understanding of Python Program writing fundamentals.

Further, the course will help you understand how you can solve various challenges using different conditions of Python. The programs learned in this course will help candidates take the first step into the world of computer languages and programming. Complete with assignments and quizzes, this course is the perfect way to get started with a career in Python and computer programming.

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3 Weeks
Beginner
Free
Skills Covered:
Programming skills Knowledge of Python
Programming Languages Part A

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Certificate

Programming Language Part-A

This course is offered by the University of Washington which is one of the oldest state-supported universities for higher education and one of the best research universities in the world. This course will help you know your strength, apply your analytical skills, and provide you with the confidence to perform efficiently at your workplace or start your own business. 

Students are introduced to the basics of programming languages and with additional focus on functional programming, using languages like ML, racket, and Ruby to teach the ideas to the student community, but the course aims to make students learn about how they can fit together any language to make an effective program in any language and learn new ones.

This course combines programming specifics and theoretical knowledge about the programming languages, providing a framework for understanding how a language can be used to create programs in an effective manner. This will demand you to put your analytical thinking to use, more, by selecting different languages as compared to in terms of the particular syntax of one language.  For learning how to write a robust, reusable, composable, and elegant program, it is very essential to learn about functional programming which offers the most important ideas in the latest languages. 

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3 Weeks
Intermediate
Free
Skills Covered:
Programming skills Machine learning

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JetBrains via Coursera
Certificate

Kotlin for Java Developers

Kotlin is the modern computer programming language, it is advanced and gives more power to developers for performing everyday tasks. The kotlin language is safe, concise, and pragmatic. It is focused majorly on interoperability with another language, i.e JAVA code. The application of Kotlin is almost exactly the same place as Java is being used already: development for the server-side, and designing of android apps, etc Kotlin is one hundred percent compatible with the existing Java framework. It has great tooling support. The language is very pragmatic with an intuitive flow that makes it easy to be grasped especially for Java developers. 

This course on Kotlin for Java Developers focuses on JVM bytecode. The course concentrates on the beauty and power of Kotlin, it highlights the basics of the Kotlin language with a discussion on various corner cases, and especially the ones relating to Java interoperability. Certificate Course On Kotlin For Java Developers By Coursera is based most importantly on the Java experience, it will exhibit the similarities existing between both the languages and concentrates on the differences. 

The course is an overview of Kotlin and its interoperability with Java, It will however not cover the fundamentals of programming. It teaches learners functional programming using Kotlin, nullability, programming oriented towards the object using Kotlin, Basic syntax, Java interoperability, power of Kotlin Language standard library.

The course is an intermediate level and it is taught by experts from Jetbrains. This course will help Candidates appreciate the advanced features of using Kotlin integrated with Java. It will better prepare professionals to overcome the programming challenges they face at work and help them find workable solutions.

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3 Weeks
Intermediate
Free
Skills Covered:
Java
Using SAS Viya REST APIs with Python and R

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Offered by

Swiss Federal Institute of Technology Lausanne via Coursera
Certificate

Functional Program Design in Scala (Scala 2 version)

3 Weeks
Intermediate
2,699
The R Programming Environment

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Certificate

The R Programming Environment

We are witnessing and adapting to the fourth industrial revolution, Industry 4.0, powered by Big Data and AI. At the global level, data integration has become highly essential for organisations and businesses to achieve global competitiveness. With the prevalence of Big Data all around, it becomes highly relevant to explore the underlying information and reap optimum rewards. In this scenario, data science and analytics enable decision-makers and business leaders to understand, manage and utilise data effectively.

R is a free, open-source programming language that is widely used by data scientists and analysts for developing software and applications in a data science setting. R offers tools and techniques for data analysis, statistical computations and data visualisation. R is available to use on various operating systems and is widely recognised for its extensibility, which allows developers to develop and distribute their own software as add-on packages. These features make R programming an ideal choice for data science experts and data analysts to utilise R in a variety of fields and areas.

The R Programming Environment online certificate course offered by Johns Hopkins University via the Coursera platform aims at providing useful knowledge of R Programming Language to data scientists, data analysts and data science experts to efficiently work in data science settings. This 100% online programme is of intermediate level and the first course in the Mastering Software Development in R specialisation.

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3 Weeks
Intermediate
Free
Skills Covered:
R Programming

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Certificate

Introduction to Architecting Smart IoT Devices

Introduction to Architecting Smart IoT Devices online certification is designed by EIT Digital and taught by Martin Timmerman - Professor, which is delivered by Coursera for learners who want to master the strategies and techniques utilized for architecting IoT devices. The goal of the Introduction to Architecting Smart IoT Devices online course by Coursera is to assist learners to acquire the knowledge of the features of embedded systems.

Introduction to Architecting Smart IoT Devices online classes incorporate 2 weeks of lectures that cover everything from the basics of the internet of things to the foundations of a robust embedded systems domain. With this course, learners will also be taught about system lifecycle, system modeling, software failures, hardware failures, design patterns, code generation, hacking, traceability matrix, Shannon's principle, and more.

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3 Weeks
Beginner
2,699

Offered by

Certificate

Artificial Intelligence Algorithms Models and Limitations

The  Artificial Intelligence Algorithms Models and Limitations certification course imparts online knowledge to the enrolled students through the platform Coursera. This is a beginner’s level programme designed for students who are keen on understanding the concepts related to machine learning and artificial intelligence. 

The participant of the course does not require to have any work experience for this course and it is open to everyone who is interested. The course revolves around the topics of machine learning, its limitations, and ethical use, etc. The Artificial Intelligence Algorithms Models and Limitations certification syllabus includes four modules that have around three to five video lectures in every module along with practice exercises and additional readings. 

The online training is a self-paced course and does not restrict any student with regards to attendance, timings, or submission deadlines. The Artificial Intelligence Algorithms Models and Limitations online course also provides a course completion certificate when the student completes all the graded quizzes and assignments.

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3 Weeks
Beginner
3,384
Skills Covered:
Knowledge of Algorithms Knowledge of Artificial Intelligence
Certificate

Machine Teaching for Autonomous AI

3 Weeks
Beginner
2,699
Certificate

Population Health: Responsible Data Analysis

3 Weeks
Beginner
2,699
Certificate

Programming Foundations with JavaScript, HTML and CSS

The Programming Foundations with JavaScript HTML and CSS is designed by Duke University USA and offered by Coursera. This course offers to teach its candidates the theories of programming such as conditional statements, for loops, and functions. 

This course is one of the five parts of the Java programming in Software Engineering Fundamentals Specialisation by Coursera in collaboration with Duke University. The level of this course is for beginners and is best suited for those who have never coded before. Software engineering is one of the top fields when it comes to career prospects. Programming is a prerequisite for all of these jobs. This course will help you get placed in the software engineering industry. The Programming Foundations with JavaScript HTML and CSS will also help students learn the fundamentals of web development (CSS, JavaScript, and HTML).

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3 Weeks
Beginner
Free
Skills Covered:
Java Knowledge of CSS
Building Web Applications in PHP

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Certificate

Building Web Applications in PHP

The Building Web Applications in PHP certification by Coursera is for the learners who wish to acquire knowledge in Web applications and their fundamentals. This course is a one-stop destination for learners who are looking to gain practice to be good at using PHP. This course provides proper detailing related to the syllabus. 

With different language subtitles, the Building Web Applications in PHP by Coursera in collaboration with the University of Michigan, Ann Arbor, provides convenient options for its learners to learn and attend classes. Learners will also gain an introduction to Hypertext Markup Language along with basic syntax and structure of the PHP language, error handling, iteration, logic, arrays, variables, and superglobal variables. 

The importance of the skills and knowledge to work in an integrated PHP/MySQL environment like XAMPP or MAMP will also be provided with proper instructions and practical practice. This course also makes it very easy to get into coding and start using the tools that are the latest in web development.

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3 Weeks
Intermediate
1,914
Skills Covered:
SQL knowledge
Certificate

Responsive Website Basics: Code with HTML, CSS, and JavaScript

The Responsive Website Basics: Code with HTML, CSS, and JavaScript certification by Coursera has been designed to focus on the three key computer programming languages that are used for designing and programming. Students will get to learn the languages as well as create an interactive web page using basic elements while controlling layout and style.  

The Responsive Website Basics: Code with HTML, CSS, and JavaScript certification by Coursera in collaboration with Goldsmiths, University of London aims to teach students the functions along with defining the purpose of the languages. This course is the first step in the Responsive Website Development and Design Specialisation series by Coursera, which contains a total of six courses. In the course, you will learn three important web development and web designing languages such as javascript, HTML, and CSS.

Furthermore, the Responsive Website Basics: Code with HTML, CSS, and JavaScript certification course is an online and self-paced programme that enables students to learn according to their own schedules and from their homes. The course focuses on practical aspects equally, and therefore, students need to complete assignments as well as practice exercises during the course.

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3 Weeks
3,369
Skills Covered:
Knowledge of CSS Web application development skills
Certificate

Customising Your Models with TensorFlow 2

The intermediate-level Customizing Your Models with TensorFlow 2 online course by Coursera builds a strong knowledge base for TensorFlow. You will learn to develop customized deep-learning models and workflows for any application. Additionally, the certification course will teach you how to build complex model architecture using lower-level APIs in TensorFlow.

Towards the course end, you will be working on a Capstone Project to apply the concepts you acquired over the course duration. You will custom-build a neutral translation model from scratch. The Customising Your Models with TensorFlow 2 programme, is the second course of the three-part Specialization – TensorFlow 2 for Deep Learning Specialisation. Moreover, the world-renowned institute, Imperial College of London, offers the online course, while Dr Kevin Webster instructs it.

You will learn via pre-recorded lectures and development experience, along with the coding assignments, which offer practical and field-relevant practice. A graduate teaching assistant will guide you through the projects. Most importantly, the Customising Your Models with TensorFlow 2 online course is entirely self-paced with flexible deadlines to suit your comfort.

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3 Weeks
Intermediate
1,914
Skills Covered:
Knowledge of deep learning
Specialized Models Time Series and Survival Analysis

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Certificate

Specialized Models: Time Series and Survival Analysis

By taking up the Specialized Models: Time Series and Survival Analysis online course the students will be working on the ways to identify the modelling challenges that are common within the domain of time series data. The course will further be helping to understand the process of how trends are gauged and accessed in a time series of data. In the Specialized Models: Time Series and Survival Analysis certification syllabus the students will be covering chapters on- Identifying Nonstationarity, Common Transformations, Smoothing Moving Averages, Time Series Smoothing, Deep Learning Notebook, Survival Analysis and Censoring and others. The online course on Specialized Models: Time Series and Survival Analysis by Coursera will be elaborating on the domains of “time-series data” and will be working on its applications.

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3 Weeks
Intermediate
Free
Skills Covered:
Knowledge of deep learning
AI Capstone Project with Deep Learning

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Certificate

AI Capstone Project with Deep Learning

The AI Capstone Project with Deep Learning certification course provides an advanced level of training to all its participants. The programme is within the reach of the students at no cost as it can be accessed for free in the audit mode. The course is made accessible to every aspirant through the platform Coursera. Students who enrol for this hundred per cent online training will be able to gain a deep understanding of AI. 

The course revolves around the topics of preprocessing data, building a model, validity of a model, etc. The programme is a part of a course named IBM AI Engineering that is also a Coursera programme and is in association with IBM. The curriculum of the AI Capstone Project with Deep Learning online course is managed by two industry experts that will help the students understand the concepts. 

The course material of the subject also provides hands-on experience through projects. Along with the projects, it includes quizzes, assignments, practises exercises, etc. The course does not have any restrictions with respect to admission eligibility criteria, deadlines, or attendance. The content of the AI Capstone Project with the Deep Learning certification syllabus is divided into 3 weeks and can be completely finished in around 5 hours. If the student is able to complete the course in the fixed time he or she will be able to achieve a certificate at the end of the programme.

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3 Weeks
Expert
3,384
Skills Covered:
Machine learning Knowledge of Artificial Intelligence Knowledge of Python Knowledge of Algorithms
Certificate

Leading Innovation in Arts and Culture

During the application-focused learning experience known as "Leading Innovation," applicants learn how to apply their innate leadership skills and qualities to promote bottom-up innovation and influence others through advanced innovation. Leading Innovation in Arts and Culture online certification is designed by Vanderbilt University and National Arts Strategies and taught by David A. Owens - Ph.D., PE & Professor, and Jim Rosenberg - Independent Consultant & Senior Advisor at NAS, which is delivered by Coursera. 

Leading Innovation in Arts and Culture online training is designed to empower leaders in the arts and culture to foster a culture where new concepts are continuously developed, disseminated, and assessed, with the most effective ones being successfully implemented. With the assistance of the Leading Innovation in Arts and Culture online course, applicants will learn about topics like art, culture, innovation strategy, and different types of innovation constraints, which is helpful for applicants working in the performing arts, galleries, wildlife sanctuaries, libraries, and other cultural organizations that create environments where new management and program concepts can thrive.

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3 Weeks
2,699
Skills Covered:
Innovation

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Swiss Federal Institute of Technology Lausanne via Coursera
Certificate

Big Data Analysis with Scala and Spark

Big Data Analysis with Scala and Spark is an online course offered by Coursera that has been taken by 102,416 learners so far. The certificate programme is part of the 5-course Functional Programming in Scala Specialization which is administered by cole Polytechnique Fédérale de Lausanne (EPFL). Big Data Analysis with Scala and Spark Certification Course is prepared and delivered by Prof. Heather Miller who is an assistant professor at Carnegie Mellon University. 

Offered by Coursera, Big Data Analysis with Scala and Spark Training will provide a thorough understanding of big data analysis with the help of Spark and Scala, Scala Programming, SQL, Big Data, Apache Spark, the programming model of Spark, and many more.  Big Data Analysis with Scala and Spark Certification by Coursera will also provide a practical understanding of Spark and Scala with hands-on examples. 

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3 Weeks
Intermediate
1,699
Skills Covered:
Programming skills Knowledge of Apache Spark Knowledge of Big Data SQL knowledge
Certificate

Perform data science with Azure Databricks

Performing data science with Azure Databricks requires about 3 weeks to complete. Microsoft is the associate of Coursera in designing and delivering the online programme. This certification is a sub-programme in the five-course umbrella programme of the Microsoft Azure Data Scientist Associate (DP-100) Professional Certificate. As experienced and expert professionals prepare the programme at Microsoft, the learners can have intensive training on data science processes with Azure Databricks, Databricks Azure, Azure Spark and Apache Spark. 

Perform data science with Azure Databricks Certification Course, offered by Coursera, an intermediate-level programme. The learners of this programme should have experience with using  Python for data exploration and machine learning models with open-source frameworks, such as TensorFlow, Scikit-Learn and  PyTorch. Perform data science with Azure Databricks Certification by Coursera can be taken and covered at the learners’ pace. 

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3 Weeks
Intermediate
1,699
Skills Covered:
Data science knowledge Knowledge of Apache Spark
Advanced Data Structures in Java

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Certificate

Advanced Data Structures in Java

Java is an object-oriented programming language used worldwide for both the development of applications as well as websites. Java is the key ingredient behind Google Maps, Internet Routers and what not which makes knowledge about how Java works and its Data Structure a must when looking for opportunities in the Cyber World.

Advanced-Data Structure in Java by Coursera offers all that is required to master the computer language. This course is designed to teach candidates how to analyze and develop algorithms and study complex data structures, which in turn will help them resolve real-world problems of the field.

The contents of the course will be lined with videos, exercises, pre-course quizzes and multiple readings all of which have concepts being tied to the final event; making a route planning application. This course ensures to open a lot of doors for the candidates’ careers and thus, is exactly what the opportunists need.

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3 Weeks
Intermediate
Free
Skills Covered:
Java
Quantitative Model Checking

Offered by

Certificate

Quantitative Model Checking

The Quantitative Model Checking certification course will start with introducing ICT (information and communication technology) and later lead by its applications in different fields. The course reflects on ICT reliability, applicability and dependability on the software that a user is using. The complete Quantitative Model Checking training will be given on defects that can become fatal and are extremely costly in nature. 

The Quantitative Model Checking certification relies on the model's contextual assessment. Model testing is a systematic evaluation approach that examines the consistency of a device model. A property that needs to be evaluated must be defined in a logic with consistent syntax and semantics. It is then determined if the property is true for each state of the model. This course is primarily concerned with quantitative model testing for Markov chains, for which we will explore effective computational algorithms. It is a completely online programme where the entire focus will be given on model testing and its applications in different fields. Some comebacks will be considered, and candidates will be taught how to rectify them. 

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3 Weeks
Intermediate
Skills Covered:
Software management

Offered by

Certificate

Integrating Test-Driven Development into Your Workflow

The Integrating Test-Driven Development into Your Workflow certification course is offered by Learn Quest and is available on the platform of Coursera. The course revolves around the topic of test-driven development methodologies. The course topics include refactoring of legacy codes, exception handling in Python, continuous delivery and deployment, continuous integration, and aspects related to these topics. The Integrating Test-Driven Development into Your Workflow certification syllabus requires around 15 hours to complete all the videos, readings, and practice exercises included in the programme. The programme has flexible deadlines and is meant for self-paced learning that includes no restrictions regarding any specific professional or academic experience. The subtitles of the videos are available in the English language. Upon completing this intermediate-level online course, the applicant will receive a professional certificate that will help them achieve greater heights.

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3 Weeks
Intermediate
Skills Covered:
Knowledge of Python

Offered by

Certificate

Test-Driven Development Overview

The Test-Driven Development Overview certification course is offered online by Coursera in association with Learn Quest. The programme covers the topics of TDD or test-driven development, what is it, where it needs to be applied, and how it should be applied, etc. The course is a self-paced programme that allows students to pursue the course on their own terms and conditions. Since the Test-Driven Development Overview online course includes Python programming, it demands that students have a basic understanding of the same. 

The programme includes study materials within the course, such as video sessions, readings, practice papers, quizzes, and assessments, etc. The Test-Driven Development can be completed in around 14 hours. The programme also offers certification upon completing the course by the students if they have subscribed to the course.   

...Read More
3 Weeks
Intermediate
3,384
Skills Covered:
Programming skills Knowledge of Python

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