Online IT Software Courses & Certifications

There has been a lot of advances in computer hardware and software libraries. Due to this, we can undertake scientific computing that requires high precision and with relative ease. Tools in Scientific Computing program is an elective course that explores various methods of computing. It emphasizes hands-on implementation while covering all the theory-based topics. The course will talk about major problems you might encounter while implementing these scientific computing tools. 

The syllabus of Tools in Scientific Computing certification has been developed by faculty at IIT Guwahati. This AICTE approved FDP course is available on Swayam, an online learning platform with support from the Government of India. Professor Aditya Bandopadhyay will be teaching this course. This is an undergraduate/postgraduate course in mechanical engineering, computational mechanics, and computational engineering.  

Tools in Scientific Computing is a digital course that uses assignments and practical usage of Python, GNU Octave, and C-based PETSC as learning tools. You can also opt for an e-certificate by sitting for an offline exam at the end of the term. 

The Computer System Design: Advanced Concepts of Modern Microprocessors course by edX is a computer science course that explains advanced concepts behind today’s multi core-based computers’ design. Derived from the Chalmers University of Technology’s advanced graduate programme in computer architecture, this six-week training is instructor-led, requiring four to six hours of studying every week. 

The Computer System Design certification syllabus covers an extensive range of topics. These include the essentials of exploiting parallelism amidst instructions, like branch predictions, out-of-order executions, exception handling, etc. It also touches upon memory systems’ advanced concepts, including cache coherency and prefetching. These vital learnings will help you understand how future computer systems will rely on these to maximise their computer effectiveness. 

Furthermore, you can audit this Computer System Design: Advanced Concepts of Modern Microprocessors online course for free thereby getting limited course material access or paying to receive the certification during the verified track that offers unlimited course access. There are video transcripts to help you understand the curriculum lessons fluidly. You will also be part of a learners’ community, filled with like-minded individuals to discuss topics.

Understanding a modern computer’s building blocks and how they directly affect a program’s efficiency and speed is crucial to being a skilled computer science professional. Whether you work with mobile computer-based, cloud, or embedded systems, energy efficiency and performance are the key drivers of competitiveness and usability of computerised products. EdX presents the Computer Systems Design for Energy Efficiency certification course to make you fluent in these concepts.

The Computer Systems Design for Energy Efficiency certification syllabus will teach you about designing modern multicore-based computers. It will also guide you in understanding how your design choices impact energy consumption and performance. The curriculum covers design principles like cache memories and pipelines that govern modern microprocessors and ways to determine your design’s effect on energy efficiency and execution time. 

Offered by the Chalmers University of Technology, the Computer Systems Design for Energy Efficiency programme originates from their senior undergraduate curriculum in ‘Computer System Design’. This six-week intermediate training follows an instructor-led schedule, which you can either audit for free or purchase to get the prestigious certificate. It is entirely online and requires no prior knowledge about how computers work. Students can choose their paths from among the ones stated on the Edx website. These are called the audit and the verified track which are both self-paced. The verified track is payable but offers unlimited access and the audit track is completely free but offers only limited course material access.

Introduction to Soft Computing certification course will help the candidates learn about the approach to computing. The candidates will be learning about the applications so that they are able to understand the learning properly. The different operators and their introduction will be given to the candidates before they start with the topic.

The aspirants will be learning all the attributes in it in an easy manner. All the learning materials have been provided with the course, the candidates can access them anytime. Several terminologies have been repeatedly covered so the aspirants are clear on those.

Introduction to Soft Computing certification will help the candidates shine bright with the learning they will acquire here. The learning offered also covers some of the high-level concepts which prepare the candidates for higher studies in the topic. The certification is of value to the student or trainers who want any kind of industry exposure.

Swayam’s Embedded System Design with ARM certification course discusses embedded system design, imparting knowledge about its introductory concepts and microcontrollers’ fundamentals as well. Enrolled candidates will benefit majorly from the ARM microcontrollers demo sessions and hands-on practice for system design, also learning about IoT-based designs’ developmental aspects. What’s more, the curriculum is premised on state-of-the-art programming environments and microcontroller boards, keeping candidates updated with current industry standards. 

The Embedded System Design with ARM certification syllabus covers both basics and advanced topics. Candidates discover actuators and sensors’ interfacing problems, smart home concepts, embedded programming platforms, ARM microcontrollers’ set, instruction set architecture, and numerous other areas. This eight-week elective program is highly-acknowledged amongst Qualcomm, Texas Instruments, TCS, HP, Samsung, and similar companies, assisting students in seeking job profiles in this industry. 

Falling under the purview of ‘Computer Science and Engineering’, the Embedded System Design with ARM online course is an FDP one. It is AICTE-approved and set at the undergraduate tier. Candidates may also acquire certificates by registering for Swayam’s proctored test, clearing it, and gaining sufficient marks in their weekly assignments.

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 Probability for Computer Science Certification Course is a massive open online course that discusses the important topics in probability. The course available in online format on the Swayam learning platform is not a typical mathematics course. The course will familiarise learners with the concepts of probability along with its applications in algorithms and computer science. The Probability for Computer Science Training will be provided by Prof. Nitin Saxena of IIT Kanpur. The course will be taught via video lectures and is aimed at the undergraduate or post-graduate level. The model of assessments constitutes assignments and exams upon completion of which, learners will receive the  Probability for Computer Science Certification by NPTEL and IIT Kanpur.

To help ensure optimum use of resources, and deliver the benefits promised to citizens and beneficiaries, the public service sector, multilateral development agencies, and even the non-governmental sectors rely on monitoring, evaluation, and other results-based management tools. As such, the need for courses like the Results-Based Project Management: Monitoring and Evaluation by edX are more pressing now than it has ever been.

The University of the Witwatersrand, Johannesburg (Wits University) has created the Results-Based Project Management programme, collaborating with CLEAR Anglophone Africa, to address the increasing demand for Project Managers in Africa and other parts of the world.

The Results-Based Project Management Certification Syllabus starts by introducing the results framework and its performance indicators. You will learn how to use monitoring and evaluation systems as sources of evidence, which managers can use for decision-making.

The Results-Based Project Management online course will also help you develop a results-based approach for designing and managing public sector programmes. You will learn how to optimise resource use and ensure that the project delivers the desired tangible benefits.

Descriptive statistics extracts the information hidden under any data. In the Descriptive Statistics with R Software programme, you will learn about descriptive statistics' various tools. You will be using the open-source R software to learn these tools based on mathematical and statistical functions. This course has been designed for undergraduate students studying mathematics and science or humanities students with a background in statistics. If you are a professional working in analytics, you will find this course useful.

Descriptive Statistics with R Software certification is an online course of eight-week duration in Mathematics. It is an elective undergraduate/postgraduate course taught by the faculty of IIT Kanpur and NIT Sikkim. There will be assignments and practical usage of the software to break the monotony of theoretical lectures. All the course material will be available for free on the online learning portal Swayam.

Descriptive Statistics with R Software also offers certification. For this, you must submit all assignments and appear for an offline exam that is conducted after the course conclusion.

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.

Evaluations of AI Applications in Healthcare is a beginner-level online programme offered by the Stanford University School of Medicine which is accredited by the Accreditation Council for Continuing Medical Education (ACCME). Evaluations of AI Applications in Healthcare Certification Syllabus, prepared by Tina Hernandez-Boussard and Mildred Cho, will provide the candidates with a deep understanding of the application of artificial intelligence in healthcare and evaluation of the effects of AI healthcare solutions. 

Offered by Coursera, the Evaluations of AI Applications in Healthcare Certification Course is provided completely in the mode with a flexible deadline where the students can set the deadline as per their own schedule. Evaluations of AI Applications in Healthcare Certification by Coursera is the fourth in the five courses of AI in Healthcare Specialization. 

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. 

Cloud Computing for Business Leaders by Udacity places special focus on equipping future business leaders with the ability to understand cloud computing. They shall discover some key topics including how to build a business case for cloud, process and culture in the adoption of cloud including the strategies to overcome the same, how to address challenges associated with people and how to set up a governance model for the cloud to evaluate organisational policies to trigger business agility. 

Cloud Computing for Business Leaders Certification Syllabus first deals with transitioning existing workloads and creating new ones to minimise the risk factor. It shall also discuss DevOps, FinOps and DevSecOps and the creation of the Cloud Center of Excellence (CCOE). The course also focuses on the governance aspects of the cloud. The faculty shall lay emphasis on the elements of a governance model while examining several leading-edge services provided by cloud providers. The case study given in the course will further the knowledge of candidates in the given domain.

Data Science: Linear Regression online course offered by edX is an opportunity for the candidates to get insights about data science and linear regression. It covers implementation of linear regression and adjusting for confounding in practical work while using R. 

The Data Science: Linear Regression certification programme at a stretch of 8 weeks, gives its candidates exhaustive knowledge about linear regression and its applicability. The video-based, self-paced learning course is offered by Harvard University. The course is an ideal opportunity for the candidates to learn the subject through data-driven case studies for a better understanding of the subject. 

The Data Science: Linear Regression classes programme is free to access for everyone. However, to get the verified certificate, the candidate must need to upgrade to the verified track. During the audit track, the candidates will be able to access the course for free but that too only for a limited period. The Data Science: Linear Regression training is instructed by Rafael Irizarry, the professor of Biostatistics, at Harvard University, to make the candidates professionally skilled and enabled for a promising future ahead.

The Data Science: Productivity Tools certification course will be helping the students to organise and keep their projects and assignments in a structured way and reproduce the files and reports using tools namely- git, GitHub, RStudio and Unix/Linux. The Data Science: Productivity Tools online programme will be teaching the participants the different techniques to use the Linux and Unix tools for managing the data files and the directories that are present in the computer. Candidates will further be introduced and taught the importance of system git which is a powerful tool that will help to keep track in case there is some change in the tracks of the reports and files. 

The Data Science: Productivity Tools by edX will further help the applicants learn the basic functions while making a report in R functions and the ways to incorporate the provided code into the document. The eight-week Data Science: Productivity Tools certification programme will involve multiple projects and parts comprising- different scripts and data files. The course offers 2 tracks of study that can be chosen by the candidates - one is the audit and the other is the verified track. In these 2 tracks, the candidates can study in a self-paced mode. Though the course can be learnt by self, the candidates will have limited access to materials during the audit mode, and unlimited access during the verified track.

In the Data Science: Wrangling course by edX a piece of our Professional Certificate Program in Data Science, we cover a few standard strides of the information fighting cycle like bringing information into R, cleaning information, string handling, HTML parsing, working with dates and times, and text mining. 

Data Science: Wrangling certification is offered by the platform of edX in association with Harvard University. Professor Rafael Irizarry aims to provide the candidates with the skills and insights about Data Science and subjects associated through videos and discussion forums.

The candidates are provided with the online Data Science: Wrangling certificate with the signatures of the instructors on it. Data Science: Wrangling classes being a self-paced course offers flexibility to its candidates to learn at their own pace and comfort. Among the two tracks, the candidates will be able to choose either the verified track or the audit track. In the audit track, the candidates will be able to learn and complete the course within a limited period. Again, on the other hand, the students will be learning the course for an unlimited period.

The candidates can also opt for an associate programme on Data Science offered by edX again for a better understanding and in-depth knowledge about the subject along with Data Science: Wrangling training. 

The Principles, Statistical and Computational Tools for Reproducible Data Science course has been meticulously created keeping in mind the wide usage and huge importance of reproducible research across various disciplines. The Principles, Statistical and Computational Tools for Reproducible Data Science certification thoroughly covers all the fundamentals of reproducible science in a very lucid manner and adds on to various useful computational tools, thus appealing to a very wider audience in various fields like data science, bioinformatics, biostatistics, computational biology etc. 

The 8-week self-paced Principles, Statistical and Computational Tools for Reproducible Data Science classes are the perfect blend of video lectures, case-based studies and computational tools and can act as an asset to the knowledge of reproducible science of the candidates. Various intricate nuances such as data provenance have also been thoroughly explained in the course material. The best practices prevalent in pattern designing are also shared with the candidates. The Principles, Statistical, and Computational Tools for Reproducible Data Science online course encourages the candidates for peer-to-peer engagement for a great network and also acts as a place for intellectual and intense discussions on the topic.

There are two pathways in which enrolling in this course of edX is possible. One is the verified track, and the other is the audit mode. During the audit mode, the candidates shall have limited time access to the course, but access becomes unlimited during the verified track.

The participants can register and learn the difficult concepts and topics in the theory of probability. The basics of probability have been well cleared by experts at every point in the Data Science: Probability online course.

The Data Science: Probability certification syllabus comprises assignments, exams, and projects at the end of every concept. Different important concepts such as variables, and standard errors have been well taught in Data Science: Probability training. To understand the foundation, the basic terms will be cleared in the initial phase followed by the complexity in the next level.

At the end of the Data Science: Probability programme, the candidates will get certificates that help them stay motivated. The candidates can share it or add it to their resume. Adding it to the resume or CV helps them get better jobs or hike in the salary. The process of learning in the Data Science: Probability online certification is so clear that the candidates will have a firm understanding of the topic. There are 2 pathways to enroll in the course, one is the verified track, and the other is the audit mode. During the audit mode, the candidates shall have limited time access to the course, but access becomes unlimited during the verified track.

Data science is the study of using machine learning techniques and statistics to analyse raw data and find patterns and information. Several industries use it to make better business decisions, and researchers employ it to test out models or theories. The Data Science for Engineers programme will explore two main concepts, Big data and Data Science. 

Data Science for Engineers certification syllabus has been designed in association with NPTEL and IIT Madras. Professors Raghunathan Rangasamy and Shankar Narasimhan will teach the course, which aims to introduce participants to programming language R, familiarise them with mathematical foundations for data science, study data science algorithms, and provide practical knowledge using case studies. 

Data Science for Engineers training is an eight-week online course with the option to obtain certification. Candidates will have to submit periodic assignments and appear for an end-of-term offline exam to qualify for certification. Furthermore, organisations like Honeywell, Gyan Data Pvt. Ltd., Ford, and ABB, recognise this programme, and thus, learners can seek job profiles in similar industries. 

The Data Science in Healthcare (Online Certificate Program) course is an online learning programme designed for technical professionals. The course stresses the importance of analytical skills in the healthcare industry. Since the volume of data generated by medical centres, hospitals, medical staff, and systems is increasing, there is an urgent need for expertly trained analysts.

Therefore, the Data Science in Healthcare online programme is a highly relevant course. You will learn the analytical skills required in the wellness industry for patients and providers. In fact, data skills are vital for all analysts on the healthcare spectrum. You will learn how to operationalise systems to interpret, measure, collect, aggregate, and share the data required by a healthcare company and its partners. 

Furthermore, the Data Science in Healthcare training includes video lectures, knowledge checks, learning facilitators, and weekly Q&A sessions to make the course more engaging for learners. Plus, you will earn a digital certificate upon completing the course from Dartmouth QBS.