Online IT Software Courses & Certifications

This certification programme on Java for Android will teach candidates the basic fundamentals of Java and its application and uses in Android app development. The course covers the key Java features that are responsible for controlling the execution flow through an android application. It provides an insight into the Java conditional statements and looping constructs used in the flow of execution. It helps in learning to enable access to all the structured data like the built-in arrays in the collection framework of Java such as the HashMap and ArrayList.

Candidates can apply the learnt java features of this Java for Android course in the core android component features like the basic User Interface elements and activities with help of the common tools learned in this programme. Java programs in the course help you to gain hands-on experience by making use of Android Studio to develop android apps as practice assignments.

The course requires candidates to work on a project at the end of the programme that is required for passing the course. It gives our regular writing assignments and programming assignments to learn to use all the concepts taught in the lectures. The Java for Android course is an intermediate level programme taught by experts from the industry.

Data mining is the study of algorithms. It finds patterns in large data sets. It is an interdisciplinary subject that involves machine learning, algorithms, and databases. The Data Mining program will provide a comprehensive and holistic view about this integral subject of modern industry. 

Participants of the course will learn about basic algorithms like classification, data pre-processing, visualization, association rules, and sequence mining. With regular assignments and case studies, participants are offered a well-rounded understanding of the subject of this course. 

Data Mining is an eight-week program presented on the online learning platform Swayam. The course syllabus is designed by the Indian Institute of Technology, Kharagpur Professor Pabitra Mitra will be teaching this course. It is an undergraduate course in the field of computer science and engineering. Candidates can also opt for certification, for which they will have to sit for an offline exam.

The Data Science: Machine Learning course which is offered by edX imparts knowledge to the participants in the popular concepts of data science which includes predictive relationship, training data, overtraining, cross-validation, movie recommendation system, algorithms, regularization, benefits of regularization, and principal component analysis.

The Data Science: Machine Learning online course also covers the basic concepts in machine learning technology. Data Science: Machine Learning certification course also helps the candidate to build the recommendation systems. The participant will also understand the regularization techniques through Data Science: Machine Learning classes. Data Science: Machine Learning certification also provides an outline of various machine learning algorithms. Concepts like cross-validation are also covered in this programme.

As the Data Science: Machine Learning classes are complete, the candidates will be awarded a certificate of completion. This certificate can be easily shared along with CV and resume as well as on professional networks such as LinkedIn, etc. 

Data Science: Machine Learning certification course completion certificate is provided to the participants on successful completion of Data Science: Machine Learning certification. This certificate verifies the achievement of the learner. The certificate can be shared with the resume and CV. It can be shared with the LinkedIn profile of the learner. The certificate is signed by the mentor and verified by the institution. The candidates will be able to get limited access to the course materials whereas unlimited access will be offered to the candidates in case of verified mode of study.

Fundamentals of Red Hat Enterprise Linux by edX will help students learn the practical techniques for using the Red Hat enterprise using the Linux concepts. It will guide the candidates to perform the basic systems while attending to administration tasks. The session for the Fundamentals of Red Hat Enterprise Linux certification course will show how a Linux system is categorically organized. Practice sets will also be made available to the students so that they can administer their tasks and solve their problems while studying the Fundamentals of Red Hat Enterprise Linux certification program.

The Certification Course will provide the reasons for how Linux is an open-source development model and its importance in the computing world. Fundamentals of Red Hat Enterprise Linux training will open new opportunities for students in the world of IT. The session in an online course will make working with Linux easy both on the mobile, on the desktop or in the remote system. The students will be working in both the private and public cloud environment during the Program in Fundamentals of Red Hat Enterprise Linux by edX. The course offers two study tracks, one is the audit track which has the option to self-study the course but for a limited time free of cost. The other track is the verified track during which the candidates can access the course materials for an unlimited period by paying a nominal fee. 

In the Front End Frameworks online course, the students will be studying the process of building single-page applications in various front end platforms that include Front End frameworks. In the session on Front End Frameworks by Udacity, the students will be taught and exposed to the usage of the Ember application.

Upon taking the eight weeks programme, the students will be studying the key techniques and architectural designs that will further help and strengthen the working of the framework. In the course curriculum, the students will be studying complex web applications more easily by incorporating the framework of JavaScript in the programme module. 

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.

Social and Economic Networks: Models and Analysis certification course will guide the candidates on the formation of networks. The learner will study exhibiting patterns of networks and their structure impacting their diffusion, learning, and other behaviors. The course will analyze the patterns on the basis of maths, social science, physics, economics, statistics, and computer science. The Social and Economic Networks: Models and Analysis course is an initiative by Stanford University for learners who are keen to understand the depth of networks. 

Social and Economic Networks: Models and Analysis training is available on the online learning platform of Coursera, where learners are exposed to multiple reading materials, videos, and quizzes for comprehensive knowledge. This is an online course of 8 weeks duration, the classes of which can be completed in 29 hours. The candidates who have enrolled in the course through the certification mode will receive Social and Economic Networks: Models and Analysis certification by Stanford University and Coursera by the end of the course. 

Also Read: Social Networks

The Networks Illustrated: principles Without Calculus course is offered by Princeton University and is taught by two top educators with a background of Electrical Engineering. This is a beginner-level programme and takes approximately 24 hours to complete. This course has around 12 modules, with extensive videos and quizzes. Besides, you will get practice assignments and exercises within the curriculum.

The Online Networks Illustrated: Principles Without Calculus Programme by Coursera explores answers using simple language and addresses fundamental questions about the social and technical network systems by summarising theories. The course proceeds with illustrations, anecdotes and analogies and mathematics as elementary as addition and multiplication. 

Coursera’s Networks Illustrated: Principles Without Calculus, is a course which explores the theories behind the social and technical connections. Networking Courses usually involve a lot of mathematical details for better understanding of the algorithms and systems behind the social and technological networks. However, to fully understand networking, you need to look more into the main ideas behind how the networking systems function. 

The Network Security course thoroughly covers all the aspects of network security such as network auditing, intrusion detection, evidence collection, and even contingency planning against attacks. The meticulously designed course content very lucidly explains how to prepare for network attacks using numerous pattern-proof strategies and also teaches how to defend against network attacks from a wider perspective.

Network Security by edX very thoroughly discusses various vulnerabilities in networks and systems. Through this course, candidates get to understand how to identify when attacks are happening inside the networks using strategically presented course material and lectures. The 8-week self-paced Network Security training empowers the candidates with ample time and opportunity to thoroughly understand various topics and aspects of network security, its impact, and various guidelines related to it. The candidates also get to explore the concepts and principles of wireless and wired data network security. The Network Security programme also discusses physical layer mechanisms, applications, filters, and encryption. 

There are 2 tracks namely the audit and the verified track offered by edX which are self-paced. The candidates may choose any of these tracks that can be enrolled. The main differences between these 2 tracks are the access timing for the course materials and obtaining the certificate of participation. During the audit track, the access is limited and no certification is given whereas during the verified track, access is unlimited and a certification is also offered.

In this era of globalisation and mongering threat of cybersecurity attacks, developing secure and efficient computer systems and the regime has become inevitable for every organisation touched by the digital revolution. Information Security - 5 - Secure Systems Engineering by SWAYAM discusses everything one needs to know about information security and the engineering of secure systems to build a strong conceptual idea of the same.

The syllabus deals with various challenges and issues in systems and mechanisms by which they can be mitigated. The first part will cover such security threats which can hamper the system health and can lead to major cyberattacks. To understand them in-depth, the course will also discuss how such vulnerabilities could arise from simple programming flaws like a buffer that overflows to complicated application runtime characteristics that are demonstrated through side-channels like the power consumption of the device and execution time. 

It will also deal with the case analysis of recent cyberattacks like Heartbleed, Stagefright, and Meltdown and Spectre. The course will be taught by adopting multimedia technology and aims to reach every person looking for quality education at minimal to no cost. It will be taught by a faculty from IIT Madras.

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.

Advanced Graph Theory certification course will offer the candidates learning on the different notions of the graph theory. All the theories and algorithms have been well discussed so that the candidates know their importance in the field of computer science.

The aspirants will be covering the fundamental principles during the course along with the techniques in the field of Graph Theory. Some emerging applications will be discussed with the candidates so that they have a glimpse of significant impact. Spanning trees and enumeration are headings where the experts have laid emphasis on. The course prepares the candidates for industry exposure as well.

After the completion of the Advanced Graph Theory certification, the candidates will be having intimate knowledge about the role of graph theory and the technology used to solve all of these problems. The candidates will be coming across many of the theorems and how the algorithm is formed for each of these in the computer science field.

The interdisciplinary field of human-computer interaction is a relatively new domain of study. It has gained traction due to an increased spread of consumer electronic products. The User-Centric Computing for Human-Computer Interaction certification course is designed to teach you the ideas governing this field of study. You will study how to design user-centric systems from a computational/engineering viewpoint.

The User-Centric Computing for Human-Computer Interaction certification course will focus on the challenge of making interactive systems user-friendly for laypeople. During the course, you will learn how engineering and computer science are essential to design such systems. You will also understand how user behavior and mental state are captured, modeled, and integrated into the design process to make the interactive systems responsive.

The User-Centric Computing for Human-Computer Interaction online training programme lets you look at the computational and engineering problems in developing human-computer interfaces. This eight-week-long course by Swayam is an FDP course approved by the AICTE.

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 eight-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 eight-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 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.

This online course is a comprehensive and hands-on programme designed to equip participants with essential skills in offensive cybersecurity. This Penetration Testing and Vulnerability Analysis certification by Emeritus aims to empower participants with the knowledge and techniques to proactively identify and resolve vulnerabilities in digital systems.

Throughout the eight-week Penetration Testing and Vulnerability Analysis online course, participants delve into various aspects of penetration testing, also known as ethical hacking. They learn to assess digital assets such as workstations, web apps, mobile apps, services, networks, and cloud infrastructure to uncover weak points that could be exploited by malicious actors. The Penetration Testing and Vulnerability Analysis certification course goes beyond theoretical concepts, providing a practical experience in a secure virtual environment, where participants learn to develop proposals for penetration tests, execute them, and compile detailed post-test reports.

The Machine Learning for Earth System Sciences certification course offers a comprehensive exploration of spatio-temporal statistics and data mining, focusing on their applications in earth system sciences. Intended for final-year undergraduates, postgraduates, and research students, it covers earth system observations, data analytics, and modelling in domains like hydrology and climate.

Prerequisites include mandatory machine learning knowledge, optional deep learning expertise, and a working understanding of earth system science domains. The Machine Learning for Earth System Sciences certification by Swayam caters to both undergraduate and postgraduate levels, fostering a solid grasp of statistical concepts in analysing earth system phenomena.

Also Read: Online Machine Learning Certification Courses

The Google Cloud Computing Foundations certification course provides a comprehensive exploration of cutting-edge technologies, empowering students to navigate the complexities of Cloud Computing and ML. By emphasising practical skills and hands-on experience, it equips participants with a valuable skill set highly relevant to today's technology-driven landscape.

The Google Cloud Computing Foundations certification by Swayam is tailored for individuals with a foundational understanding of IT and a keen interest in delving into Cloud Computing and Machine Learning (ML). Throughout the course, students explore key concepts in Cloud and ML, which contribute to their overall undergraduate academic progress.

Also Read: Online Cloud Computing Certification Courses

Internet of things and design thinking is the developing technology that is creating a lot of opportunities for the budding and experienced people of the domain. IoT Systems and Industrial Applications with Design Thinking course are provided by EdX for learners who are keen to learn this technology and wish to upgrade their skill sets. This is the online self-paced course available on the EdX portal. The course aims to generate minds that will prove to be an asset to the domain of IoT. 

IoT Systems and Industrial Applications with Design Thinking training will be delivered by industry experts who will help the learner strengthen their foundational knowledge of IoT. The duration of the course is 7 weeks and the learner must give at least 3-4 hours per week to complete the course on time. This online course comprises self-paced videos, assignments, and group discussions for the overall development of the learner. The candidate shall also receive IoT Systems and Industrial Applications with Design Thinking certification by EdX after the completion of the course if one has opted for a verified track learning mode. In the free mode, the students can audit the self-paced programme only for a limited period of time. 

Access Controls is designed to provide information about what is allowed to users to do, what tasks can be performed on the system, and the resources permitted for access. This course will help the professionals to utilize systems at a group membership or user level. The participants would acknowledge the distinct access control systems, system protection, and details used at different levels of integrity, availability, and confidentiality.

The participants would be taught how to implement Authentication mechanisms and the operation of internetwork trust architectures. Coursera has collaborated with (ISC)² is an international not-for-profit association that focuses on safety and security of the cyber world. This would offer a comprehensive and programmatic approach to learning to the participants. From learning about the identification method to reset the password, the course includes every topic involved in the safety and security of the systems.

The course is offered by edX in association with the Delft University of Technology which provides a verified certificate of completion to candidates who meet all requirements and complete the course. The Next Generation of Infrastructure certification is duly signed by an instructor and has a logo of the institute which makes it of great merit value. The course revolves around infrastructure wherein candidates get an opportunity to examine and analyze the hardships that arise from the social science and engineering perspective. Next Generation of Infrastructure by edX course will also talk about the hardships that such systems pose for management, governance, and decision-making. Along with this, on the social science front, candidates will also study the ethical considerations and security, analytical tools, lack of infrastructure, etc while learning the drawbacks of such systems. The key method of studying will be evaluation and analysis to study the interdependencies of these fields. 

The Next Generation of Infrastructure certification program is 7 weeks long and candidates are advised to devote around 6-8 hours to it per week to complete it successfully. This course is an intermediate-level course, so students must have some prior basic knowledge. The candidates may learn at their own pace but they will have limited access if they have chosen the audit mode. If the candidates have selected the verified track they will surely receive unlimited access to the course materials.