Online IT Software Courses & Certifications

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. 

The Full-Stack Development live advanced online course will build upon your knowledge and experience as a developer. You will be introduced to foundational back-end concepts through a combination of lessons and hands-on practice. The intermediate programme will also fill gaps in your existing coding toolbox and prepare you for the next stage of your career.

Furthermore, the Full-Stack Development training programme is a part-time course, spread over 8 weeks. Thus, working professionals will be able to manage their job along with this course. Some of the curriculum’s topics include HTTP requests and methods, data persistence, front-end, and back-end security techniques, API implementation, document-oriented databases, cloud-hosted deployment, and server communication.

Lastly, you can attend the Full-Stack Development by Juno College of Technology through the live online or in-person format. You will get opportunities to implement your practical knowledge during the programme. You can also upskill yourself and move on to senior positions in your field after completing this training.

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Full-Stack Software Engineer
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The course Industrial Internet of Things (IoT) on Google Cloud Platform (GCP) is designed by the Google Cloud team. Here, you are going to learn every fundamental detail about sensors, devices, and analysis. However, even though you will get to learn about sensors and devices the main focus will be on the cloud side. This course is designed in a different way from many other Coursera courses as here your major learning is going to be through quizzes, projects, and labs.

You will learn about the nuances of scaling, device communication, and processing streaming data. And as mentioned before you will learn the cloud side of IIOT through simulated lab devices. 

Some skills that you will learn here that will help you grow in your career includes the cloud side of IoT, Cloud IoT Core, Pub/Sub, and Dataflow, implement a pipeline from their device to BigQuery and Dataprep, store data on Cloud Google storage and use BigQuery and Dataprep to gain insights into IoT data.

Throughout, you will get to practice these skills in almost 7 labs. After that, you will get a chance to test yourself in a Capstone lab using Cloud IoT Core Inspector.

The Introduction to Uncertainty Analysis and Experimentation certification course will begin with fundamental subjects on the study of complexity and its applications and offer an outline of exploration. This course would learn from professional engineers, scholars, and engineering students at UG, PG, and Ph.D., from many disciplines. The course is divided into different segments as per the week's scheduled curriculum that will intellectually focus on every particular module and sub-chapter in a more comprehensive manner. 

The Introduction to Uncertainty Analysis and Experimentation training will be given more importance to promote analytical learning in the course. The subjects include the method of experimentation, measurement errors, measurement and outcome uncertainty, the transmission of uncertainty, pre-and post-test uncertainty analysis, set-up configuration uncertainty analysis, and regression and correlation. The approach would adopt the "performance test code" of ASME and the ISO "Guide to the expression of measurement uncertainty." The Introduction to Uncertainty Analysis and Experimentation certification will provide a brief structure of the field and each core segment that is essentially included in the particular major. A selection of practical applications and the use of national and international principles relating to engineering and research and their importance to education will be addressed in the programme.

Individuals with a hybrid combination of analytical abilities and domain-specific experience are required to accelerate data-driven business choices as the amount of data available affects the way businesses function. The Data Analysis and Visualization online course by Rice University equips participants with the information and skills they need to analyze, display, and convey data insights successfully within their company.

According to the Entrepreneur report, Businesses that use big data analytics can save 10% on their overall costs. The Data Analysis and Visualization Training teaches how to use technology resources like SQL, Tableau, and VBA with the help of industry professionals. The program also teaches how to use sophisticated Excel tools, databases, and realistic statistics to grasp the basics of statistical analysis.

A Businesswire study says that by 2022, business analytics and big data are expected to generate $274.3 billion in global revenue. Data Analysis and Visualization certification course teaches how to communicate successfully with clients through data narration, using data-driven conclusions and excellent visualization approaches.

According to a World Economic Forum report, By 2025, the world will generate 463 exabytes of data every day. As the world is becoming increasingly data-driven, future leaders must have quantitative abilities to support business management strategy and decision-making. The Data Analysis for Management online course provides applicants with the practical tools and information they need to comprehend, interpret, and convey information relative to their job and organisation.

A PwC report states that 77% of CEOs want to use data-driven choices to improve operational excellence and generate revenue. The Data Analysis for Management Training, led by LSE specialist academics, helps candidates learn how data-driven frameworks may help them make sound choices in a fast-paced environment.

The Data Analysis for Management certification course encourages applicants to complete a capstone project in which they apply the tools and ideas learned to derive business insights from real-world data sets. Candidates will also get experience visualising and reporting on insights gleaned from sets of data using Tableau, a renowned data analytics and business intelligence program.

With an increasing reliance on descriptive statistics to influence decision-making, the process of extracting information from data has now become an extremely desirable skill. The Data Analysis online course by UCT begins with an introduction to data analysis foundations and the larger possibilities of statistics in commerce. The course covers a broad range of statistical approaches and is organised all over the broad outlines of various data studies: inferential, descriptive, predictive, exploratory and prescriptive.

Data analysts play an important role in assisting company executives in making informed decisions, distinguishing between efficient and inefficient practices, cutting expenses, and solving significant problems; they are thus an essential component of any successful organizational team. The Data Analysis Training involves learning how to acquire, store, organize, analyze, and interpret data.

The Data Analysis certification syllabus provides opportunities to test data analysis methods on real-world datasets. Finally, The course provides practical skills that can be implemented immediately in the organization to handle particular business demands in Sales, Finance, marketing, Human resource management and Operations management. 

Data analysis is very critical in biology and one of the key skills of biologists for academic research and industry. Data Analysis for Biologists can guide you on the possession of data analysis needed for biology practitioners. The online course is an 8-week long program. Data Analysis for Biologists Certification Course will walk you through the concepts of data analysis and its application in biology as well as the concepts of linear algebra, statistics, and the whatnot. 

Data Analysis for Biologists Certification is offered jointly by Swayam and IIT Guwahati which can be enrolled by the learners without paying any fee. However, the certificate of completion will be provided to those who sat for the exam by paying the fee. The course is meant for undergraduate and postgraduate level learners who are from the background of biology and biotechnology.

The Data Analytics and Visualization in Health Care course is a composite course created for learners of different levels of understanding and with multi-discipline backgrounds. Big data has transformed the way the healthcare industry functions. With factors like improvement of quality, reducing costs and patient engagement being key objectives to focus on, the techniques used for analysis, processing and even collecting health care data have seen a massive advancement. This Data Analytics and Visualization in Health Care certification course will teach candidates the use of Data Analytics in the healthcare sector and its implications on the organization. 

The Data Analytics and Visualization in Health Care online course will help candidates in creating a foundation that helps in creating a data analytics program designed specifically for the healthcare domain which tackles the most burning question of the industry and provides a visual solution for deeper and more impactful answers to the applicants. Students can enrol in the course either by paying the fee or free of cost. While taking the programme for free, the learners will get access only for a limited duration. 

The Course in Information Technology online course is an important course based on the evolving digitalised world. Since most of our day-to-day life interactions, work, and institutions use IT, this course aims to increase the digital literacy of its learners. The complete knowledge of digital media and its key usage is covered throughout the course curriculum. It mainly revolves around thinking, storing, and processing, present, and future processes.

The course will run through the online mode. The entire course will have 3 credits which can be transferred after course completion. The course is designed for individuals opting for or is already at the undergraduate level. This course will provide reference links given by IT experts. The course is free of cost. The course platform is initiated by MHRD. The course is verified by Savitribai Phule Pune University. The course curriculum will consist of assignments and multiple-choice questions.

The Course in Information Technology by Swayam offers a verified certification. The certification can be availed after passing the final proctored examination. The candidates can grow their careers in the IT sector with the course certification. It will add more professional networking opportunities.

Management Information System is a Massive Open Online Course (MOOC) conducted by Savitribai Phule Pune University, Pune. The course, offered by Swayam, aims at equipping students about the effective ways in which information systems can be used in managing the resources of an organization. Understanding the core idea of information systems would help in building a successful business in the future.

The Management Information System Certification course introduces students to the key concepts of information technology centred around various networks, computer databases, computer security, decision support system and ITES. The knowledge acquired through this course will help students to make use of modern information systems and business software for the successful management of a company.

After the completion of all modules in the Management Information System Training Course, students will learn the greater role of information systems in managing the business functions at all levels and combining the efforts of both people and technologies. It will also provide an idea about the different problems faced by business management and effective strategies to overcome them.

The Database Management System online course throws light on the backbone of all major applications used today, i.e. databases and their models, design paradigms, and structured query language (SQL), to name a few. Students get the opportunity to closely examine the file organizations, data structures, database designs, implementation, models, and more!

IIT Kharagpur has curated the Database Management System certification syllabus so that learners get familiarised with a wide array of concepts. These range from relational data models and SQL to entity-relationship modeling, database designs, and data normalization. Moreover, learners will also work on weekly assignments to explore query coding practices using MySQL or any other open platform. 

The Database Management System training is spread over eight weeks. Students will be undertaking this curriculum with Professor Partha Pratim Das and Professor Samiran Chattopadhyay as their instructors, who have years of academic teaching experience. With their combined professional expertise, students can be assured of being trained by some of the country’s best minds!

The Fuzzy Logic and Neural Networks certification is a multidisciplinary course which can be pursued by graduate or postgraduate students. Students who decide to pursue this course will get to know about fuzzy clustering, fuzzy reasoning, neural network, etc. The programme does not have any limitations regarding the admission process and can be joined by the interested students throughout the year without having to pay any amount. The course is provided as well as mentored by the Indian Institute of Technology, Kharagpur. The teachings of the course are in online mode throughout the Fuzzy Logic and Neural Networks certification syllabus of the course.

The Fuzzy Logic and Neural Networks programme is conducted by the platform of Swayam which is a government-initiated platform and gives free courses to all the students across the country. The duration which is needed to complete the course is 2 months. Candidates can learn from the programme as per their schedules since this is a self-paced course. The online training authorizes the students to be a certified user of the programme by obtaining the certificate through the mode of an exam fee followed by the offline exam. The Fuzzy Logic and Neural Networks online course also provides interactive sessions through case studies and discussions which can be done through the discussion groups created for the user of the course.

Many big companies in the world today use AWS as their backbones. In this highly digitalised world, nearly everyone has started adopting cloud-based services, one way or another. This course of AWS Solution Architect Certification Training Course programme provided by Edureka makes sure that the participating candidate is equipped with in-depth knowledge about architectural principles of AWS and the services they provide. The highly knowledgeable faculty of Edureka will be training the candidates to get a grip of AWS services so that they are confident enough as well as skilled to make the AWS infrastructure more reliable and available to all.

This course consists of all the topics and concepts that one needs to fulfil the requirements and demands of different companies. With this course, the candidates can also prepare themselves for the AWS Certified Solutions Architect - Associate exam SAA-C02 and ace the exam. The course also provides a certification upon completion, which is one of the very lucrative certifications that one can possess.

The Advanced Computer Architecture certification is offered under the Department of Computer Science and engineering. Swayam offers this program in association with IIT Guwahati. Participants who take admission in this course come to know about high-end microprocessors, cache memory, cache optimization using gem5, etc. The course does not ask the students to pay any fees to access the course. The Advanced Computer Architecture training given through this program is completely online and there is no requirement of attending the video sessions at any specific time. The video lectures can be joined by the students at any time. Similarly, candidates can leave the sessions too according to their requirements. 

Students also get the chance to acquire a verified certificate for the online course which can be availed by paying the registration amount as exam fees and qualifying for an in-person exam. The approximate time which will be taken by the mentor of the course to complete the Advanced Computer Architecture certification syllabus is 8 weeks. Students can also learn from the course on their own if they want to choose a longer period of time than 8 weeks. The program is available on the website throughout the year so that students can apply to the course whenever they feel the need. 

The Agile Project Management style emerged from the software development industry and has since spread to a variety of industries. The Agile Project Management online course offered by the UCT and delivered by the course provider Getsmarter is distinguished by the segmentation of work into small phases, with a focus on fast delivery and plan flexibility.

The Agile Project Management Training helps in understanding and applying Agile techniques for several advantages, including boosting an organization's capacity to react to changing business demands, boosting team productivity, improving project efficiency and quality, and boosting customer happiness.

The Agile Project Management Syllabus aims to provide the information and practical skills needed to operate effectively in Agile corporate contexts. The course helps candidates to acquire skills related to their present function as well as teaches how to create an Agile Project Management framework, which includes proper implementation techniques, adaptable plans, and a Risk management approach.

The large quantum of data that is being generated from laboratories and clinics has the potential to unearth trends and inferences which can transform our efficiency in providing patient care. This management of data is a mighty task for most of the community.

The Demystifying Biomedical Big Data: A User’s Guide online course aims at the rudimentary understanding of the data being generated, its analysis, and subsequent interpretation for those professionals who are involved in the bioinformatics field. You will find most of the catchphrases being demystified over the course of this engagement.

The US National Institutes of Health is gracious enough to fund the operations of the Demystifying Biomedical Big Data: A User’s Guide program, and to deploy competent resources that make this program understandable by the participants by putting in 3 to 6 hours per week. It’s a self-paced program and can be taken while keeping one’s job.

Data Analytics Certification Course is a highly relevant training program that explores a wide range of topics under the broad spectrum of data analytics. The course has been designed for the online platform, and you can avail free trial. Every week you will be presented with modules with a higher level of difficulty that will train you with practical and theoretical knowledge.

One of the essential aspects of the Data Analytics Certification program is that it is a globally accredited certification and live educator support to all students. The course curriculum has been carefully curated to bring international focus and a high level of understanding. You will also get the benefit of regular evaluation and assessments through exams and tests. 

The Data Analytics Certification Course is offered by Upskillist to help you gain a solid understanding of the field and build a foundation in statistics. It offers flexibility by allowing you to choose your class schedule and pause your course at any given time.

The Big Data Analytics For Smart Grid certification course is an 8-week course that uses the concepts of Python programming language is an open-source software to demonstrate the use of Big Data Analytics in smart grid systems. The data in today’s world is influenced by the fast developments taking place in cloud computing and digital technology involving human activity, communications, sensors and digital equipment. 

The Big Data Analytics For Smart Grid training will involve case studies and begins with the introduction and importance of such analysis with data collection through intelligent devices, machine learning, deep learning, and its associated algorithms. 

The coursework is intended for both academic based attendees such as students, faculty and industry professionals. This course is supported and framed in collaboration with industries such as IBM and Opal-RT. This Big Data Analytics For Smart Grid programme aims to explore the issues arising in the processing and analysis of large volumes of data which is challenging to be done in a structured way. 

Offering 2 credits, and having a course level of postgraduate, the Big Data Computing certification is an 8-week course. This certificate course has been curated by NPTEL and IIT Patna, on the Swayam platform. The curriculum is the presentation of the IIT Patna faculty mainly for students. Or engineers or even scientists of all fields of studies who want to seek ideas related to Big Data Computing and its applications.

Big Data Computing training is very important in this world of gathering different data components of social media, transactions records of purchases made, cell phone GPS signals, climate information, and more. Big data computing will help participants to solve data problems related to such a big variety. This certificate course which is free will guide all the participants through the applications, problems, and technologies that are used by big data. Moreover, this certification has the backing of several big tech companies like Microsoft, Amazon, IBM, Google, and Facebook 

Data analysis is important for research and making further policies for the development of the organization. Extracting, analyzing, and processing data from complex data set can become an easy task through Big data technologies. The challenging task of analyzing structured, semi-structured, and unstructured data can become manageable through the course by TCS iON. The certificate program in Big Data Technologies is a self-paced course available for IT professionals or data analysts on the TCS iON portal. This is the online course of two months jointly organized by TCS iON and 361° minds. 

Certificate Program in Big Data Technologies training shall guide the learners for working and analyzing the complex data using the software. The course needs the commitment of 8-9 hours per week in the duration of 8 weeks to complete the course on time. The certification course is designed in a way that it shall provide the knowledge from basic to advanced level to the learners about analyzing complex data sets. The  Certificate Program in Big Data Technologies certification syllabus consists of modules and assessments preparing learners for the TCS iON Procert assessment. The assessment shall open the gates for multiple opportunities as a data analyst. After the completion of the course, the learner shall receive Certificate Program in Big Data Technologies certification by TCS and 361° minds.  

There is almost nothing in a company today that is not affected by data analytics, regardless of industry. The 8 weeks Business Analytics for Leaders online course provided by IMD offers candidates with a strategic, high-level grasp of digital analytics and big data analytics. Candidates will also receive a quick introduction to the use of Machine Learning and Artificial Intelligence in business, which may be applied to their situation.

Business Analytics for Leaders course provides a high-level grasp of how to apply business analytics strategically. The course offers a uniquely practical approach, with tips, tools, and inputs that can be applied right away in the day-to-day job. IMD offers a high-quality learning environment.

The Business Analytics for Leaders online syllabus helps to understand how to apply business analytics to gain a competitive advantage. Candidates will be able to identify the various degrees of analytics development and know where their business sits in a competitive and dynamic market. By the end of the course, candidates will be awarded a Business Analytics for Leaders online training certificate from IMD.

The Criminalistics certification course by Swayam is an eight-week course designed to educate the candidates about crime scene investigation. The course holds a total of two credits and the candidate can avail it as a core programme. 

This is an undergraduate level programme and is taught by Prof. Devasish Bose, who teaches in the Department of Criminology and Forensic Science, Dr Harisingh Gour Vishwavidyalaya, MP. Moreover, the certificate course in Criminalistics has a very comprehensive syllabus that allows you to learn about the several important topics that fall under criminalistics study. 

The Criminalistics course will take you through a basic understanding of the crime scenes; how to efficiently manage the crime scene and handle the evidence. You will also learn about the importance of sketching, sampling, and photography in a crime investigation. Lastly, the programme will explain the need of reconstruction for a crime scene for substantial results. 

Avail your certificate course in Criminalistics to commence your career in the field of crime scene investigation and criminal investigation. 

Problem-solving for humans can be a tough nut to crack, and that is why certain approaches to problems can be tweaked for efficient resolution. Problem-solving in the field of artificial intelligence is not confined to a single approach but many. Problem solvers may be based on memory, search, reasoning, and knowledge representation. In AI: Constraint Satisfaction certification course, the approach to problem-solving by posing them as constraint satisfaction problems has been discussed lucidly along with the general methods to solve them. 

AI: Constraint Satisfaction certification by IIT Madras. The course is taught by renowned IIT Madras faculty Prof. Deepak Khemani. Throughout this course, candidates will learn how a user poses a problem as a CSP, and then calls an off-the-shelf solver. This course carries two credits and will teach candidates about the general approaches to solving finite domain CSPs while exploring how search can be clubbed with constraint propagation to determine solutions in the field of Artificial Intelligence.

The AI: Constraint Satisfaction online course is a companion to Artificial Intelligence: Search Methods for Problem Solving course and Artificial Intelligence: Knowledge Representation & Reasoning. It has been approved by AICTE as an FDP course to upskill the faculty in the current domain.

In the Introduction to Watson AI online course, the applicants will be learning the working principles of using Artificial Intelligence with the help of the mechanisms of IBM Watson. The students will be studying the ways AI works on the IBM platform. The ways of how Watson works with its client will also be covered in the Introduction to Watson AI certification syllabus. 

The Introduction to Watson AI programme will be delivered in 8 weeks time frame. The module will cover important topics and will help the candidates develop an understanding of-  How IBM Watson AI works, Experience and demonstrate AI in action yourself using Watson, Common use cases for AI, Fundamentals of AI and Watson machine learning, and others. For making the course accessible subtitles are available and lecture videos, quizzes, and assignments have been provided. The programme has the provision of self-paced learning.

Learners will have the leverage and choose any track from the two mentioned ones: audit and verified tracks. These tracks are self-paced and offer limited and unlimited course material access for the verified and audit tracks respectively.

The Computer-Aided Drug Design online course is an 8-week program offered by Swayam, an initiative by the Indian Government’s ministry of education. The course lecture is given by academics from IIT Madras and is completely free. The candidate must pass an in-person test at one of the approved centres in order to earn certification. The examination would cost Rs. 1,000.

Drug research and development is a lengthy and costly process that can take up to ten years and cost up to billion dollars. Clinical trials fail for a variety of reasons. Computer-assisted drug design can shorten the process, eliminate surprises, and anticipate characteristics, lowering R&D costs. The Computer-Aided Drug Design training teaches students to use various free software to address molecular modeling, structure, and target-based design, quantum physics, drug similarity characteristics, QSAR pharmacokinetics, and dynamics.

The Computer-Aided Drug Design syllabus includes Introduction to drug discovery, ADME-rules, Structure and property, Force field/MM/QM, QSAR/Pharmacophore, Boundary conditions/Conformation, PK/PD, Enzymes/proteins structures/docking, etc.

Understanding different risks and issues involved in cloud computing projects and proper management of these issues using the new cloud computing technology forms the crux of Cloud computing Engineering and management certification by edX online programme. Cloud computing Engineering and management programme is provided by edX, an online education providing platform along with the reputed institutions of University of Maryland global campus (UMGC) and University system of Maryland (USM). 

This instructor-led course runs on a scheduled based system which is under the guidance of experienced professors from these universities. The students are provided with the option to audit the Cloud computing Engineering and management training for free and to purchase the complete course with unlimited access and graded assignments, a fee has to be paid. This course is part of the online course series of MicroMasters program on Cloud computing itself.

This cloud computing training course provides the students with a comprehensive curriculum that is centered around cloud computing technologies and their various applications and covers many important concepts such as Resource pools, Cloud Migration, Cloud service level agreements, and other business practises. 

This particular course on edX has 2 tracks namely audit and verified which may be opted by a candidate for enrolling. Both the tracks have an instructor-led mode but the audit track offers only limited access to the course materials without any cost, and shares no certificate of completion. The verified track on the other hand offers unlimited access thereby offering a certification only if the candidates are interested in paying some money.

Also Read: Cloud Computing Certification Course

The Cloud computing infrastructure certification course by edX is part of the program from UMGC. Cloud computing infrastructure training helps the candidates learn better about the technologies behind the cloud infrastructure, both public as well as private. In the training different components such as compute, storage, networks have been well covered by the team of experts.

The Cloud computing infrastructure training comprises assignments, projects, quizzes and tasks. The will also cover one of the most popular cloud architectures used in cloud computing. In-depth knowledge of different issues will be covered and cleared out to the candidates. Cloud service models have also been involved to help the candidates get a much clearer picture of the topic.

After the candidate successfully registers themselves and completes the Cloud computing infrastructure online programme, they shall be given a certification. The candidates can use this in the later stage to get promotion in their career life, salary hikes or be tutors for the following course. 

The programme has two tracks: audit and verified, which may be chosen by a candidate. Both the tracks have an Instructor-led mode but the audit track offers no certification and allows limited-time access to the course materials free of cost. The verified track offers unlimited chances to view and learn the course thereby offering a certification only if the candidates are interested in paying some money.

The method and ways of protecting the critical data in a cloud technology to build a strong and powerful system environment will be covered. The Cloud Computing Security online course will be introducing the students to the practices that revolve around cloud security in the environment. The government documents will be provided to the students as a part of their case study work. They will be reviewing the documents and framing the solutions according to their observations and will also frame their own cloud computing solutions. 

The Cloud Computing Security training is a part of the extensive “Cloud Computing Micro Master’s programme from UMGC”. The training will be helping the candidates to learn about the security tools and help detect any possible security breaches. The Cloud Computing Security certification course will be conducted by the instructors and will be focusing on “Computer Science” as a domain. Also, for better learning the students will be given transcripted video lectures.

Swayam offers the Cloud Computing and Distributed Systems training programme under the guidance of NPTEL and a well-structured course from IIT Patna. The course will span over eight weeks. Prof Rajiv Misra from IIT Patna leads the online course. 

The Cloud Computing and Distributed Systems online course explore the delivery of storage, applications, computations, and more IT resources. This is achieved using the platform with the business model of the pay-as-you-go. The course provides in-depth information about current cloud computing technologies. Candidates will understand the concepts of distributed computing and distributed algorithms with this Swayam’s cloud computing course.

After discussing these techniques and concepts, the course will introduce features of industry systems like Google’s Chubby, Apache Spark, MapReduce, and many more. The Cloud Computing and Distributed Systems certification syllabus requires candidates to understand data structure and algorithms. The curriculum is highly comprehensive and consists of eight modules and various reference books.