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 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. 

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.

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.

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.  

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 Launching into Machine Learning programme is a part of the Machine Learning with TensorFlow specialisation, offered by Google Cloud. This Beginner-level online professional course takes about 14 hours to complete. The course of instruction in English and subtitles are also provided for ease of grasping. 

The Launching into Machine Learning online course is offered by industry-leading professionals who have had multiple years of work experience in Machine learning and Tensorflow. Thus, you can be assured of being trained by the best in class. Through this course, you will understand the essence of deep learning and how to optimise it to mitigate common problems in machine learning. 

The Launching into Machine Learning certification syllabus provides you with repeatable and scalable test datasets perfect for training and evaluation. Moreover, you will learn to evaluate the models through loss functions and performance metrics. What’s more, the flexible schedule allows you to learn at your own pace and convenience. 

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 Digital transformation of megapolises: from zero to #1 in UN digital e-government ranking online course is offered by the online educational platform Coursera and the course is developed by the HSE University. The course materials and assessments are designed to be completed within eighteen hours in their entirety, the students own the liberty to take the course at their own convenient speed. This online programme is instructed by the course educator Artem Ermolaev and Andrey Belozerov who are experts in the field. 

The Digital transformation of megapolises: from zero to #1 in UN digital e-government ranking online training is about understanding and analysing the strategies of transformation management. It helps one explore the practical ideas related to raising funds for digital projects in a city aiding the process of digital transformation. This course is about discovering the strategies involved in the formation of smart cities and the gaining skills required to promote government projects.

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. 

The Intelligent Investing for Everyone programme addresses the various investment-related topics and bridges the gap between professional investors and everyone else. Whether you're investing in your own portfolio or an organisation's, you can enjoy better investment outcomes using AI, Machine Learning (ML), Blockchain, and big data techniques and tools.

This 8-week online curriculum involves interactive sessions held by the prestigious Berkeley Haas faculty. It has been divided into eight modules for maximum comprehension. Approximately 3-5 hours every week will be required to finish the Intelligent Investing for Everyone course.

You’ll learn concepts via case studies, moderated discussion groups, live office hours, and real-world application exercises. Once you complete the Intelligent Investing for Everyone training successfully, you’ll be one step closer to UC Berkeley’s alumni, a private worldwide network of over 41,000 members across 80 countries. 

You will also get a completion certificate from UC Berkeley Executive Education that highlights your gained skills to prospective recruiters.

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.

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 

The Distributed Systems online course is an 8 weekly program offered by Swayam. A distributed system is a computerized system in which multiple components placed on computer networks communicate and coordinate their operations through the transmission of messages. Multiple components collaborate with each other to attain a common purpose.

Distributed applications or software that operate concurrently on numerous computers in a network and can be saved in the database or in the cloud. This Distributed Systems training gives an in-depth overview of the fundamental ideas and models underpinning distributed computing theory, methods, and systems.

The Distributed Systems syllabus covers some of the emerging topics such as distributed hash tables, peer-to-peer computing, google file system, spark, HDFS, security in distributed systems, and sensor networks. students who complete this course will have a thorough understanding of how things function in a distributed setting.

The Cybersecurity: Identity and Access Management Online Course is an 8-week long course that features the concepts and approaches of cyber security and the proposed methods for protecting cyberspaces and computer systems. The course is offered by MIT xPRO in collaboration with Emeritus.

Through the Cybersecurity: Identity and Access Management Certification Course, learners will be introduced to the fundamentals of cybersecurity engineering. The course will assist learners in their journey to become cyber security professionals.

The Cybersecurity: Identity and Access Management Training Course will be delivered by the experts at MIT xPRO through informative case studies and video lectures. The course will be assessed through assignments and projects that will help understand the domain of cyber security.

The ‘Certificate in Cybersecurity Defense’ online course is about the core principles involved in the defense systems of cybersecurity. The course is provided by the online provider Emeritus in collaboration with MITxPro. The course is organized for eight weeks and the students are expected to spend fifteen to twenty hours every week to complete the course.

The course curriculum is focused on the basics of cybersecurity such as cryptography strategies, security operations center (SOC), incident response (IR) techniques, secure system and network administration in firms, and aspects of cloud security. The course instructors for this program are academic and industry professionals who will guide the students with theoretical and experimental insights on cybersecurity through discussions and case studies.

The students of the ‘Certificate in Cybersecurity Defense’ training program are given the course certificate after completing the program and they can pay the course fee in flexible installments.

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.

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. 

The key connection between the hardware of a device and the programmes that run on it is given by operating systems [OS]. This enables us to write programmes without thinking a lot about hardware. It also guarantees that the resources of the computer, such as its CPU, memory and hard disc are used sufficiently. In this programme, it is concentrated on how the OS is able to do all this effectively. For candidates with previous computer organisational experience, this is an introductory programme. The Introduction to Operating Systems programme will focus on an OS called xv6, which is similar to the Linux operating system in many aspects.

For the Introduction to Operating Systems programme, SWAYAM is not charging any learning fee. Candidates can learn the programme for free but to get a certificate they have to pay a fee. Candidates will get an e-certificate with the logos of NPTEL and IIT Madras.

The curriculum of the Introduction to Operating Systems programme is designed by experts of IIT Madras and it will be containing all necessary details for a candidate. The programme will be having 8 weeks of duration and candidates will be able to learn from any where.

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.

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.

Big cyber attacks and assaults regularly dominate the media: cybercriminals targeting retail giants' weaknesses, foreign interference in elections, and new kinds of ransomware highlight the necessity of preparedness for these dangers. The Cybersecurity: Managing Risk in the Information Age online course provides candidates with a thorough knowledge of how to detect and manage operational, legal, and reputational risk.

Assessing threats and risk management has become a vital talent for business executives, analysts, technology professionals, and cybersecurity personnel, and it has become a core element of company operations. The Cybersecurity: Managing Risk in the Information Age training teaches learners how to analyse and remediate online cybersecurity risks inside an organization's systems, networks, and data, as well as how to handle a cyber threat.

According to a Symantec report, their Global Intelligence Network blocks 142 million attacks each day. with the Cybersecurity: Managing Risk in the Information Age syllabus, candidates will get the skills and knowledge needed to preserve the confidentiality and integrity of digital assets.

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.

Machine learning, which combines the areas of statistics, optimization, computing, and data mining, is being embraced across sectors due to its capacity to solve issues in the availability of large data sets. The Machine Learning: Practical Applications online course covers a wide spectrum of machine learning methodologies, with a focus on artificial intelligence in current business analytics.

Modern machine learning achievements include its use in commercial activities like recommendation systems (like Amazon and Netflix), search engines, and promotion. In financial companies, machine learning technologies are rapidly being utilized for algorithm-based trading, forecasting consumer behaviour, risk, and compliance. The Machine Learning: Practical Applications Training from the London School of Economics provides a systematic approach to artificial intelligence in current business statistics.

The Machine Learning: Practical Applications syllabus engages with real-world challenges by implementing various machine learning models to large datasets in R, interpreting the predictions, and evaluating these predictions to guide the business.

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. 

In a progressive statistics world, corporations want individuals who can extract key information from data in order to make smarter business decisions. UCT's Data Science with Python online course helps students build realistic data science and analytical abilities for implementing it in real-world business contexts.

According to a McKinsey report, organizations that have at least one senior leader who has been trained in data are 70% more likely to perform better. The Data Science and Python Training teaches about broadly applicable libraries of python and how these techniques may and are applied in real-world business settings. The course demonstrates the concept of uncovering more robust correlations in order to guarantee that training models are usable.

An NVP report states that 92% of C-suite leaders are expanding their expenditure on Artificial intelligence and Big data. The Data Science with Python syllabus provides statistical understanding, which serves as a basis for understanding the dynamics of artificial intelligence. The course delves into supervised learning algorithms via neural networks and tree-based models, as well as unsupervised learning algorithms of AI via hierarchical clustering and K-means.

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 modern digital era has revolutionized the way companies conduct business. But this has also created many security risks to the companies and the customers. Cybersecurity is a real threat to the world, there is a need for professionals with the cybersecurity skills to tackle online security threats associated with industries. The Fundamentals of Cybersecurity online course explores key elements of cybersecurity from both International and South African perspectives.

The Fundamentals of Cybersecurity training teaches to defend sensitive data of a company and support the organisation in case of any thwarting cyberattacks and respond to them accordingly. The program develops the ability to create a stable network model and an appropriate incident management strategy for a company.

The Fundamentals of Cybersecurity syllabus develops a basic understanding of cybersecurity management concepts as well as the appropriate environment. The course provides an opportunity to assess Cyber-threats and examine company Information technology practices.

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.