Online IT Software Courses & Certifications

Aptech Learning is an online platform providing various types of career-oriented courses to its students. It has courses for different domains such as banking, finance, hardware, networking, and information technology. It provides access to all the course material and gives the students an opportunity to associate with the industry experts.

The framework of the ACCP Pro– E-commerce course by Aptech Learning has been designed to provide the learners with a detailed perspective about E-commerce. This course aims to give the learners a comprehensive introduction to the essential concepts of E-commerce.

Through this coursework, the participants will be trained in web productivity tools, logic building, building next-generation websites, elementary programming, and E-commerce implementation. The coursework will provide the required training to handle the various career opportunities that will come along once they step into the industry. They will be capable enough to start and sustain their career in the E-commerce industry effectively. They will have developed the required professional skills and expertise required in the industry.

ACCP Pro Certification Programme is another career assistance programme offered by Aptech Learning as an IT Certification course. The curriculum of the course has been crafted keeping in mind the present evolving technologies in the IT sector and to grant knowledge to the candidates regarding the same. It also deals with the trends which might emerge in the domain in the future and ensures that candidates are well apprised with them beforehand to aid their professional work and research.

ACCP Pro is a course well suited with the industry requirements. Spread over a twenty-months duration, this course trains its learners in the concepts of/related to C programming language, web application, Object-Oriented Programming (OOP), mobile development, agile software development methodology and cloud services.

The programme has divided into an expansive three-term lecture series wherein the first term deals with Fundamentals in Programming while Term 2 is segregated into the concepts of .Net, OST and Java. Thus, it serves as a comprehensive guide to getting a grasp over skills related to IT programming with a specialisation in OST, .NET, or Java.

The Ninja Data Scientist Career Track by Coding Ninjas is a specialised programme that is designated to begin your career as a data scientist. The candidates enrolling need to have a passion for coding and an analytical aptitude to enroll. The Ninja Data Scientist Career Track certification syllabus is planned as an 8 to 12-month coursework that provides a verified certificate with 9 projects and live mentorship. Ninja Data Scientist Career Track is taught to the candidates in English language and the candidates will be able to benefit from placement assistance and pause features with more than 120 hours of video content. 

Ninja Data Scientist Career Track online course is ideal for students who want to learn how to source, manipulate and visualise data with the help of Python and its libraries. The course will also allow applicants to build and redefine their machine learning skills by studying topics such  as Trees, Neutral Networks and Statistics. By taking up the course on Ninja Data Scientist Career Track, students have the opportunity to practice approximately 300 coding programmes and also understand the concept of data structure and algorithms.

The Advanced Management Programme in Business Analytics certification course is designed for candidates who want to learn about the concepts of business analytics. Candidates can pursue the programme in the blended learning mode that includes online classes, offline classes, self-study, and peer learning. The classes will take place only five days a week in every alternate month. 

The offline sessions will be provided to the students through technology-aided tools. The Advanced Management Programme in Business Analytics certification syllabus requires fifteen months of time to be completed. Candidates can access the financing options available in the programme. Students will have to go through various phases of admission to get into the programme. In the end, students will become eligible to achieve a certification of the Advanced Management Programme in Business Analytics online course.

Data Science and Machine Learning Program - Beginner certification is a 15 months programme that is an offering of the institution Scaler. This programme is responsible for ensuring that participants are gaining full knowledge, and their confidence is on the rise for understanding the challenges faced, and also finding out the solution for a data scientist or a machine learning engineer right from day number one. 

Data Science and Machine Learning Program - Beginner training programme has a comprehensive curriculum that is lectured upon live by industry experts and thought-leaders. With this course, the students are able to solve and improve business problems by utilizing data science, and machine learning concepts. During this programme, the participants will be undergoing projects that have been built with the assistance of top tech companies. All the curriculum and live expert sessions can guide the candidates getting placed with two times salary growth in eminent organisations. 

Artificial intelligence deals with the concept of machines being capable of doing the task in a smart way while Machine learning is one of the recent applications of AI that works around the idea wherein the machines are allowed to learn for themselves by providing them access to the data. 

The Smart Pro Artificial Intelligence & Machine Learning programme by Aptech will provide an understanding of financial data analysis using MS Excel. The course will introduce the participants to Social, Mobile, Analytics, and Cloud often called SMAC. The participant will get the opportunity to become eligible for job openings in various fields having use of SMAC. The course will provide knowledge about large data management, AI primer, Deep learning, Machine learning, and natural language processing toolkit.

Also, the course will deliver practical and functional knowledge of R Studio, Python, and Mongo DB that will enhance the career prospects in Machine learning and Artificial Intelligence.

The field of Data Science revolves around setting up blue-ribbon prediction systems that are perfectly blended with the design of the products, performing analysis of statistics, and implementing various data mining approaches. The Smart Professional Data Science training course offered by Aptech Learning is one of the best choices among others. 

The profile of data scientists includes many duties such as using algorithms to formulate predictable configurations, making use of software like Tableau to present data, extracting and cleaning data, and applying statistical modus operandi for examining data.

This Smart Professional Data Science online course provided by Aptech Learning, intends to educate its learners on techniques of executing the concepts of regression model, Hadoop, data exploration and others, and make them future-ready for the IT industry.

The Post Graduate Certificate Programme in Business Analytics and Applications from IIM Trichy teaches you programming tools and languages like Tableau, Microsoft Excel, SPSS, PowerBI, R and Python. The 12-months-long training comprises live and interactive sessions, weekend classes, and campus immersion.

Here, you will learn how to extract meaningful insights from data to drive business growth. The Business Analytics and Applications certificate programme is a tailored study to equip you with the latest industry know-how. You will learn through lectures, hands-on training, case-based discussions, multifaceted assignments, and in-depth research papers. 

The Business Analytics and Applications syllabus focuses on business statistics, data collection, predictive modelling with R, data visualisation, AI and ML programming, data mining, and more. There is also a section in the curriculum dedicated to applications of analytics.

You will also undertake an application project and demonstrate your understanding of various concepts learnt in this Business Analytics and Applications programme. Moreover, you will score IIM Trichy alumni status. 

The Software Development PGP - Specialisation in Cyber Security by upGrad is a rigorous and engaging 13-month-long online study. The training is tailored to suit working professionals’ needs and help build practical understanding and industry-specific skills. This programme will ensure that you get professional networking opportunities and kick-start a career in cybersecurity. 

International Institute of Information Technology Bangalore or IIITB offers and accredits the course. Industry experts have designed the Software Development-Specialisation in Cyber Security course syllabus to make you a skilled cybersecurity professional. You will work on 7+ projects based on real-time situations. 

Moreover, the curriculum will equip you with the experience of completing several industry-relevant projects to successfully transition to the Cyber Security domain. The Software Development-Specialisation in Cyber Security online course equips you with expertise in 6 programming languages and tools. 

Lastly, you’ll have the IIIT Bangalore’s alumni status along with an Executive PGP certificate. upGrad also provides you with placement assurance and prepares you for roles like cybersecurity engineer, cybersecurity expert, software developer, application security engineer, cybersecurity analyst, and network security engineer.

The Executive PG Programme in Machine Learning & AI is a year-long course. It will help you expand your knowledge of ML and AI through classes from IIIT Bangalore. There are nearly 20 programming languages, tools, and libraries, including NumPy, Pandas, NLTK, matplotlib, and more covered by the course. You are sure to develop skills in Reinforcement Learning, NLP, and Deep Learning.

The course pedagogy for the Machine Learning and AI online course will involve lectures from industry experts. Your classes will be conducted online, and you will be a part of numerous industry projects throughout the course. Additionally, the course has been designed for working professions and thus has an industry-oriented approach to learning. Besides, you can join the course without giving up your job since it offers a flexible experience.

Finishing the Machine Learning and AI programme will grant you IIIT B alumni status. The course will also allow you to attend profile-building workshops. Most importantly, you will earn a certificate and will be able to build your career with new opportunities.

The Software Development PGP - Specialisation in Cloud Computing is for working professionals who wish to learn along with their busy schedules. The programme will run for 13 months and offers a combination of live lectures and online sessions to teach you about using microservices to develop cloud-native apps. You need to devote at least 12 to 15 hours a week to complete this training. 

upGrad’s Software Development - Specialisation in Cloud Computing curriculum is engaging yet rigorous. It will help you hone your practical skills and knowledge in this domain while establishing a professional network for active recruitment. You can expect several industry-relevant projects that will help you become a skilled software professional. Hence, this course is an excellent option to accelerate your career and transition to better roles.

Finally, you will also receive a  Software Development - Specialisation in Cloud Computing certificate from IIIT Bangalore. You can also opt for 2 other certifications, namely Data Science and Machine Learning and the DSA Bootcamp, towards course-end. 

The Executive PGP in Software Development - Specialisation in Big Data is an online programme that consists of live sessions and online material. The course has been curated for working professionals and includes 400 hours of content and industry projects that encourage you to learn through real-life scenarios. You will also receive personalised feedback on your project work.

Furthermore, Upgrad’s Software Development - Specialisation in Big Data curriculum aims to turn you into a skilled data science professional according to the industry standards. You will learn from industry leaders and world-renowned faculty. The course also includes hangout sessions to help solve your academic queries and doubts and ensure maximum comprehension.

The course has been designed keeping in mind the busy schedules of working professionals. Thus, you can study alongside your job and only need 12 to 15 hours of time commitment in a week. By the end of the 13-month duration, when you finish all courses, assessments, and projects, you will be awarded a certificate in Software Development - Specialisation in Big Data by IIIT Bangalore.

The Executive PGP in Software Development-Specialisation in Full Stack Development by upGrad is an interactive, engaging, and rigorous 13-month-long training. The course is specifically developed for working professionals to build expertise and practical knowledge, kick start a lucrative career in full-stack development, and establish a professional network. 

The certification course is offered and accredited by the International Institute of Information Technology Bangalore (IIIT Bangalore). The Software Development-Specialisation in Full Stack Development course syllabus is industry-oriented and comprises several industry-relevant projects simulated in accordance with the actual workplace scenarios.

Furthermore, the Software Development-Specialisation in Full Stack Development training includes 10+ live sessions, 500+ hours of comprehensive content, 7+ case studies, 9+ projects and assignments, and multiple tools and software. Since the course is designed to fit into your work-life balance, it only entails 12-15 hours of weekly study commitment. 

Moreover, Software Development-Specialisation in Full Stack Development online course curriculum is regularly updated following inputs from industry experts and IIIT Bangalore faculty. What’s more, with this programme, you get hands-on experience in the latest Full-Stack Development technologies and tools like Git & Github, Java, DynamoDB, IntelliJ, Hybernate, Spring, Swagger, PostgreSQL, ReactJS, and Python.

The Executive PG Programme in Software Development - Specialisation in DevOps by upGrad offers a holistic course that teaches the essentials of DevOps. When you undertake this 13-month curriculum, you’ll become an expert software professional, able to deliver services or applications seamlessly for numerous organisations.

The Software Development - Specialisation in DevOps PGP is offered in partnership with the prestigious International Institute of Information Technology, Bangalore (IIITB). Hence, the curriculum involves world-class mentorship, industry experts, and faculty members. With this, you’ll learn 13 programming tools and languages, along with key skills in CICD Pipeline, software lifecycles, agile methodology, and more.

Plus, the Software Development - Specialisation in DevOps course syllabus covers experiential learning, Python and its libraries, software engineering elements, OOD (object-oriented design), and more. With over 500 hours of content, 4 capstones, 7+ projects and case studies, and 10+ live sessions, you will be assured a rich learning experience. 

Lastly, upGrad will grant you IIITB’s certification for the Software Development - Specialisation in DevOps training upon course completion. Plus, you can obtain 2 other certifications, i.e., DSA Bootcamp and Data Science certifications, if you participate in their respective courses (optional and free).

upGrad offers the Executive PG Programme in Software Development - Specialisation in Blockchain in partnership with IIIT, Bangalore, to help you master Blockchain skills. This widely recognised course spans 13 months and is delivered online. You’ll learn from world-class industry experts and educators and hone your skills in 10+ programming languages and tools.

The Software Development - Specialisation in Blockchain training syllabus uses projects, case studies, and videos to cover multiple key topics, including OOD, experiential learning, JavaScript, Blockchain applications, Hyperledger Fabric, DeFi applications, and more. The curriculum also includes capstone and industry projects for maximum practical experience.

While completing the course will grant you the Software Development - Specialisation in Blockchain PGP certificate, you can further obtain 2 other certifications as well. These will be available when you undertake the DSA Career Transition Bootcamp and Data Science & Machine Learning programmes, which are free and optional. 

Finally, upGrad will also provide you with 360-degree job assistance services to secure employment after finishing the Software Development - Specialisation in Blockchain online course. 

Data Science and Machine Learning Program - Intermediate certification is 13 months of a programme that is a Scaler initiative. This programme does give the participants complete confidence, and knowledge from day one regarding the problems that are generally faced by the people data scientists or machine learning engineers. The students under this course will also be able to find out solutions for the challenges handled by the data scientists. 

Data Science and Machine Learning Program - Intermediate training programme will encourage all the participants to make use of skills in data science to keep on solving business problems for their betterment. This course is made of a diverse curriculum which is imparted as live sessions held by industry leaders. The Scaler course is developed based on the insights of 

50 famous tech companies, startups and around 100 data scientists, and ML engineers. The students undergo live sessions by mentors and experts that usually assist in getting placed with top companies in the field of technology with twice the salary hike for experienced personnel. 

Today's world is surrounded by data always under operation by numerous Organisations. Critically analysed and well-understood data plays a pivotal role in determining the role and success of multiple businesses and organisations. Data Science, along with its inherent techniques and tools, has moulded and added value to multiple business standards through the use of statistics and deep learning to induce people through relevant, better, and timely decisions.

The main objective of the PG Certificate Programme In Machine Learning And Big Data Analytics course is to educate participants the techniques of Machine learning along with the complexities of Data Science. The course programme deals with data and its dynamics and imparts critical skills in an organisational context.

The PG Certificate Programme In Machine Learning And Big Data Analytics course exposes participants to hands-on experience of the marketable and most wanted tools in ML and BDA areas. The course also focuses on the practical aspects and aims to impart problem-solving skills to participants to enhance career and employment growth. 

The Automation Test Engineer Certificate course helps you become an efficient Automation Test Engineer and boosts your career. Furthermore, it adds in mastering your skills in Jenkins, GIT, JMeter, Selenium and many more which are well suited for industry in ongoing period. We train our engineers to perform well in the projects which have tasks concerned with the development of the software which in particular helps them to produce good products. Towards the termination of the course, we ensure you to become a better, Independent, smart and intelligent engineer who would excel in every domain. 

This Automation Test Engineer training course is designed in a way to provide the learner with in-and-out knowledge about various techniques in software testing like Auto IT, Docker, Selenium Web Driver, TestNG, Maven and so on which would help you attain a strong framework for testing. 

The course presents you with a syllabus that comprises complete knowledge of testing technologies and software development such as Node.js, JavaScript, Docker, Angular, and Protractor. Full Stack Web Developer - Mean Stack certification course by Simplilearn is carefully compiled for anyone looking to move forward in their career as a web developer. Even if you are a fresher and have no prior knowledge, you can apply to the following programme. As technology-based companies are giving more and more preference to full-stack developers, this program will help you stand out from the crowd. 

Full Stack Web Developer - Mean Stack training by Simplilearn has a curriculum that has been carefully prepared with a Unique Blended Learning approach to make you career-ready. You’ll be fully equipped with knowledge of testing technologies and software development such as Express.js, MongoDB, Express.js, Node.js (“MEAN), and Angular, plus GIT, CSS, HTML, and JavaScript to build and setup interactive services and applications.

If you are looking forward to advancing your career as a MEAN Stack developer, this Full Stack Web Developer - MEAN Stack training programme is meant for you. Read the following text for a guide and walk through this course to learn about all the details such as eligibility, fee details, and enrolment process. This course will work as an enhancer for your resume. 

Data science is said to be an interdisciplinary field that strives to extract insights or knowledge from data in different forms, either structured or it can be unstructured. Data science employs theories and techniques drawn from many various fields within the broad spectrum of statistics, mathematics, computer science, operations research, and information science

Massive growth in the demand for data sciences has been witnessed in recent years. Data analysis is essential and indispensable to meet the challenges of creating most competent tactical and strategic decisions. Data Science can be applied in different domains such as agriculture, government sector, atmospheric sciences, financial markets, infrastructure management, and e-commerce.

Advanced Programme In Data Sciences certificate course by IIM Calcutta is a course that will help you master in analysing, managing, and interpreting the data. With real life projects and live online sessions, Advanced Programme In Data Sciences certificate courses train you to work in the real world setup.

After years of information technology deployment, organisations nowadays have most of the information at their fingertips. But majorly, the information available is not appropriately utilized. Thereby, organisations miss out on a potent competitive tool.

Business Analytics mostly includes quantitative analysis, along with predictive modelling towards data-driven competitive strategies. Organisations like HSBC, PepsiCo, Amazon, Barclay's, Capital One, Procter & Gamble, Wachovia, and the Boston Red Sox describe the usage of analytics for leverage. One of the most critical skills for managers of modern business organisations, is competence in the field of analytics, along with big-data handling ability.

IIM-Calcutta’s Executive Programme in Business Analytics Certification Course includes modules incorporating Data Mining, Business Intelligence, Spreadsheet Modelling, Statistical Business Modelling, Financial Analytics, Operations Analytics, and Market Analytics, Cloud Computing, Big Data, Data Visualization and also, Descriptive Analytics. The main aim of the programme is to build a strong foundation in Business Analytics.

Executive Programme in Business Analytics training by IIM Calcutta is directed by Professor Manisha Chakrabarty and Professor Vivek Rajvanshi of the IIM-Calcutta Faculty. It is a one-year course, with one session per week, on Sundays.

The Executive Post Graduate Certificate in Information Technology Management and Analytics (EPGCITMA) is the best certification course for working professionals to improve their skills in the IT sector. Information and communication technologies are some important developments in many sectors of business. This is why the main objective of this course is to develop an in-depth knowledge of working professionals in specific business functions of Information technology. The candidates learn about different innovative and advanced ways, all of which can act as a catalyst in the business growth process. The one year academic program will help managers equip themselves with necessary skills needed to excel in any business.

After the completion of the IIM Kozhikode  EPGCITMA course, candidates will be experts in capturing every growth opportunity available in the market. Information Technology has become one of the most important sectors because of its contribution to modern-day businesses. Management executives are now required to develop their skills in this IT sector to handle the companies efficiently.

The Advanced Certification in Machine Learning and Cloud training from IIT Madras has been geared to provide a broad syllabus in the span of a year, and at the same time, teach the applicants the necessary skills and credentials they need when applying for jobs. In this manner, it develops the technical expertise of learners while also preparing them for job interviews or achieving a higher position in a company. 

However, it is a holistic Advanced Certification in Machine Learning and Cloud from IIT Madras course that has a host of different components such as Learning support, Doubt resolution, and Networking. The course offers industry mentors and student success mentors who are tasked with improving a learner's resume and guiding them through the syllabus. The learner is even asked to broaden their networking skills, which is a very significant skill in today's modern era. 

The constantly buzzing field of information technology and the demand for qualified professionals will not fade anytime soon. A plethora of data adding up to the data stockpile with each search on a search engine for the answer to a query. The availability of unstructured data is no problem when companies devise solutions to handle it with business analytics. Business analytics is all about dealing with this unstructured data for a meaningful interpretation of the same, which eventually aids in the management and making better decisions. 

XLRI’s Post Graduate Certificate in Business Analytics thus holds extreme significance for data enthusiasts and recruiters by balancing the needs of the relevant market with conceptual fundamentals. This online certification is a one-year course which will test learners on different skills comprising business analytics. It shall lay its focus on enhancing the in-depth knowledge among candidates regarding business analysis frameworks and techniques along with their application in making decisions in businesses.

The course divides the scope of business analytics into three core parts for better understanding, which are descriptive analytics, prescriptive analytics, and predictive analytics. That being said, the syllabus is taught in a way that achieves the learning outcomes of simultaneous application of statistics, operations research to achieve the desired outcome and computer programming.

Internet of Things or IOT devices can unlock a whole new level of data for organisations and make life easier for users in the future. Pairing IOT with Analytics can enable organisations to analyse and collect data from sensors. The IOT Analyst Certification Course by Jigsaw Academy is strategically designed from a business approach combining IOT with Analytics. 

The IOT Analyst Certification programme consists of 3 different courses which will provide insights into multiple aspects such as cleaning, data acquisition, exploratory analysis, and final analysis for IOT systems. Furthermore, the certification course also goes on to explain how advanced analytics can be implemented along with machine learning algorithms to IOT data to build complex IOT solutions.

Besides, Jigsaw Academy offers an IOT Analyst Certificate at the end of the course and also provides the feature of online self-paced learning for the convenience of the students. Jigsaw Academy will also offer learning aids including a capstone project, online Q and A sessions, mobile app access, case studies, and IOT Hardware Kit for the IOT Analyst Certification programme.

Technology today is all about making life easier for us and future generations. IOT devices have taken the world by storm and are ushering in a new era of connecting us through smart devices all around us. IOT Professional Certification Course by Jigsaw Academy aims to focus on building IOT solutions from the ground up using the open-source computing platform of Arduino.

The IOT Professional Certification Programme is designed for candidates to provide a deep understanding of applying, implementing, and developing IOT solutions using a various sensor connected IOT devices and gateway. The programme, designed by industry leaders, consists of 4 different courses with numerous hands-on exercises and real-world case studies for a more comprehensive and practical understanding of IOT ecosystem.

Furthermore, the Jigsaw Academy IOT Professional Certification offers online self-paced learning for students to learn at their convenience and speed. The students will have to submit a capstone project at the end of the course, which will test and implement the knowledge and skills acquired during the program. 

The global business landscape has comfortably entered an era where multi-functional business decisions based on robust data-driven insights are not an optional extra, but a necessity. It has been proven to show solidarity that integrating data science and analytics results in priceless business insights never acted on before. This is industry agnostic and drives corporate strategy.

 The Programme in Advanced Data Science offered by IIM Kozhikode introduces the participants to data management, data analysis, as well as the application of Machine Learning functions. Duly supported by Python and R, Advanced Data Science for Managers online course builds managerial and strategic acumen across the usage of data science.

Given that the majority of the input data is in a raw form, enrolling for this year-long Advanced Data Science for Managers online course will enable managers to mine text and engage in Social Media analytics. These aspects are potent to boost business growth and innovation. Moreover, the Professional Certificate Programme in classes contains case studies from real-world companies that are presented in order to get a real feel of how these tools are worth their weight in gold.