Page 62 - Best Online IT Software Courses & Certifications 2025

Offered by

NIT Warangal

Certificate

Applications of Machine Learning and Deep Learning in Data Science

Applications of Machine Learning & Deep Learning in Data Science certification by NIT Warangal in association with Sri Venkateswara College, University Of Delhi is a 5-day online short-term course. The course is designed to provide learners with an understanding to solve real-world problems in AI, Machine Learning and Deep Learning applications. They will also be exposed to the latest tools and techniques in AI and Machine Learning. With the Applications of Machine Learning & Deep Learning in Data Science online course, students will be able to learn research-oriented problem-solving in AI, Machine Learning and Deep Learning.

Applications of Machine Learning & Deep Learning in Data Science certification syllabus explores the basics of Artificial Intelligence, Machine Learning and Deep Learning. The curriculum also covers supervised and unsupervised

Algorithms like SVM, KNN, and others. Experts From IITs/ NITs/ Central University and professors from U.S. Universities will take the Applications of Machine Learning & Deep Learning in Data Science classes. If you are a student or a research scholar or an industry professional, this online certification course is for you.

5 Days

₹ 500

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Skills Covered:

Machine learning Knowledge of Artificial Intelligence Knowledge of deep learning

Offered by

IIT Kharagpur

Certificate

Emerging Enabling Technologies for Performance Improvement

This Emerging Enabling Technologies for Performance Improvement course aims to bridge the gap by providing a comprehensive overview of the 'Essential Eight' technologies and their practical applications. This Emerging Enabling Technologies for Performance Improvement course is being offered by the Department of Mining Engineering at the Indian Institute of Technology Kharagpur (IIT Kharagpur). The participants will gain insights into how these technologies can be leveraged to enhance operational efficiency and decision-making processes

With a spanning duration of five days, this Emerging Enabling Technologies for Performance Improvement course is being taught by the esteemed faculty from IIT Kharagpur and industry experts. The participants will explore how these technologies can drive performance improvement, smart decision making and ethical compliance within their organisations.

5 Days

₹ 23,000

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Skills Covered:

Knowledge of Artificial Intelligence Robotic skills Knowledge of Blockchain Information Security

Offered by

NIT Warangal

Certificate

Emerging Trends and Technical Developments in Automated Machines

5 Days

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Offered by

NIT Trichy

Certificate

Workshop on Machine Learning Techniques For Research in Economics, Commerce and Management Using Python, R and Matlab

5 Days

₹ 1,000

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Offered by

NIT Trichy

Certificate

Workshop on Time Series and Panel Data Analysis Using Python, R and Matlab Online

5 Days

₹ 1,000

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Offered by

IIM Ahmedabad (IIMA)

Certificate

Artificial Intelligence, Governance and Public Policy

The programme is a comprehensive educational initiative aimed at providing participants with a deep understanding of the role of AI in governance and its impact on public policy. The Artificial Intelligence, Governance, and Public Policy certification by IIM Ahmedabad recognise the global trend of increasing government investment in AI. It acknowledges the need for policymakers to embrace this technology to drive economic growth, social progress, and environmental sustainability.

The Artificial Intelligence, Governance and Public Policy certification course begins by introducing participants to the fundamentals of AI, machine learning, and deep learning, providing a clear understanding of these concepts. It then delves into real-life use cases where AI has been successfully applied in the public sector, showcasing its potential to bring about behavioural change and improve the lives of citizens. The Artificial Intelligence, Governance and Public Policy online course also focuses on the regulatory aspects of AI, discussing privacy-preserving algorithms, concerns about algorithmic collusion, and the need for appropriate laws and regulations in the AI era.

5 Days

₹ 1,26,000

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Offered by

Udacity

Certificate

Android Kotlin Developer

Android is the most used mobile operating system in the world, The Android Kotlin Developer Course in collaboration with Google will train candidates to learn building applications for Android, the course includes the use of Android studio, Android Jetpack, and cross-platform programming language Kotlin to build an Application. The course encourages candidates to learn Android Studio layout editor to design navigation and user interface in the Android Application and arrange the elements.

The Android Kotlin Developer syllabus focuses on Building various types of navigation pattern and user interface which looks and functions familiar with the Android users. The course teaches designing a user-friendly and smooth user interface of Android Applications and adding multiple screens within the application along with a navigation path for better navigation and a smooth user experience.

The Android Kotlin Developer online course explores the basics of the Android platform and fundamentals of Android App development with Kotlin, which includes designing an app to support multiple devices and multiple layouts with multiple language functions and connecting the app with an internet server to reflect the live data in the Android application as well as adding offline caching to the application for offline usage.

116 Hours

₹ 21,072

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Skills Covered:

Programming skills Knowledge of UI Knowledge of Android Software Development

Offered by

IIM Calcutta

Certificate

Digital Technology Management for Business Excellence

The Digital Technology Management for Business Excellence online course is developed for business leaders and managers to overcome the digital deficiency. The online program is provided by the Indian Institute of Management Calcutta for four days to the business executives who are looking for insights on digital technologies for effective digital investment decision-making.

The course curriculum engages the students to learn about digital technologies for value generation in organizations and other innovative strategies to stand the competitive edge. The interactive sessions with discussions and sharing of ideas help the learners with experiential learning of the concepts and principles. Dr. Debashis Saha, who is a professor of digital technologies at IIM Calcutta is the program coordinator for this course.

The students are equipped with digital leadership skills and strategies for technological development through online training. The Digital Technology Management for Business Excellence training program offers the students with the course certification and benefits like the alumni status after course completion.

4 Days

₹ 1,00,000

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Skills Covered:

Knowledge of Digital Tools Business Management Decision making skills Digital marketing skills

Offered by

edu plus now

Certificate

AWS Cloud Computing

The ‘Cloud Computing’ online course is a study that is developed to impart knowledge on the fundamental aspects of the Amazon Web Services(AWS) cloud platform and their principles to design and implement techniques to develop applications to counter business challenges. This certification program is provided by the educational provider platform Edu Plus Now in association with the Indian Statistical Institute for four days.

The program is aided by recorded lectures, online resources, and other hands-on projects that enable students to gain an experimental learning experience of the industrial implications. The students of this online certification are guided by academically and professionally qualified experts in the field of AWS cloud technologies.

The ‘Cloud Computing’ certification course ensures that students receive the course completion certificate and the other placement opportunities for career development. The candidates who are working professionals in this program can learn in separate batches to accommodate their schedules and get perspectives on the cloud concepts.

4 Days

₹ 20,000

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Skills Covered:

Knowledge of AWS Technology Knowledge of cloud computing Knowledge of IT industry

Offered by

VGSOM IIT Kharagpur

Certificate

Econometrics Analysis of Panel Data

With an increase in population on a massive scale, there are also larger mountains of data and much greater need for people who are capable of sorting through the given information to make calculated and precise decisions. This skill is only held by a few as the data amount is much too big and the need for the capable people only rises higher by the day.

Econometrics Analysis of Panel Data certification course usually provides these skills to the interested people. It comes in handy for Managers, Researchers, Data Analysts, Engineers and many others as the skillset received here is relevant to all these professions and more.

The content of the Econometrics Analysis of Panel Data training is developed by the Vinod Gupta School of Management IIT, Kharagpur, and deals with many statistical software that are user friendly in their programming and various econometric tools that gives them the ability to analyse large amounts of data and teaches them all about how to handle professional needs. It teaches them the techniques to categorise through the data, interpret results and give back the desired product.

4 Days

₹ 6,000

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Skills Covered:

Statistical skills

Offered by

edu plus now

Certificate

MongoDB

The MongoDB online course is a study about the process and principles associated with data storage and management enabled by MongoDB which is a document-based NoSQL database equipped to store large volumes of data and works with collections and documents instead of tables and rows. This online certification is provided by Edu Plus Now online educational platform for students who wish to learn about the MongoDB operations and functions.

The students of this program will have an opportunity to work on industry-oriented projects and build competence with the software tools, MongoDB. The course curriculum is structured for the students to be guided by academically and industrially qualified professionals. The duration of the program is four days with the Indian Statistical Institute as an associate partner.

The MongoDB online certification program helps the students to get the course certificate at the end of the course with the facilities of separate batches for the working individuals.

4 Days

₹ 12,000

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Skills Covered:

Database Management Knowledge of MongoDB Knowledge of Algorithms Programming skills Knowledge of Cyber Security

Offered by

GreyCampus

Certificate

AWS Certified Solutions Architect Associate

4 Days

₹ 7,400

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Offered by

edu plus now

Certificate

Spark

The ‘Spark’ online course is focused on delivering the students a comprehensive understanding and the details of processing data and other data operations. The online certification program is provided by the education provider platform Edu Plus Now in collaboration with the Indian Statistical Institute. The course classes are scheduled to be held for four days for the students belonging to any domain.

The course classes are conducted through a virtual learning environment and the students are equipped with the experimental learning experience through the industry-oriented curriculum and proficiency in the concepts of Spark Streaming and Spark SQL. The participants of the program will work on projects in different sectors.

The ‘Spark’ online certification training enables students to receive the certificate after completing the course with professional guidance from experts of the industry and academic institutions. Working professionals with tough schedules can fit in the classes as they have separate batches for students.

4 Days

₹ 10,000

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Skills Covered:

Knowledge of Apache Spark Data science knowledge Programming skills Statistical skills

Offered by

Cloudthat Technologies Private Limited via FutureSkills

Certificate

Microsoft Azure Security Technologies AZ-500

4 Days

₹ 39,900

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Offered by

Henry Harvin

Certificate

Certified Business Analytics Practitioner

4 Days

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Business Analytics for Management Decision

Offered by

VGSOM IIT Kharagpur via IIT Kharagpur

Certificate

Management Development Programme on Business Analytics for Management Decision

The Business Analytics for Management Decision Course is designed to aim at providing participants with a deep understanding of data analytics and its application in managerial decision making. This Business Analytics for Management Decision course is being offered by Vinod Gupta School of Management at the Indian Institute of Technology Kharagpur (IIT Kharagpur). Throughout the program, learners will explore topics such as descriptive analytics, inferential analytics, predictive analytics, prescriptive analytics, and decision analytics, guided by experienced instructors from IIT Kharagpur.

With a spanning duration of four days, this Business Analytics for Management Decision course combines theoretical and practical knowledge to ensure a holistic understanding. The participants will engage in interactive sessions, real-world projects, and assessments that mirror industry scenarios.

4 Days

₹ 6,000

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Skills Covered:

Decision making skills Business Management

Offered by

CDAC Noida via FutureSkills

Certificate

Pragmatic Approach to Cyber Security

90 Hours

₹ 203

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Offered by

CDAC Noida via FutureSkills

Certificate

Bridge course for IoT Software Analyst

90 Hours

₹ 3,390

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Hands on iOS Mobile Application Development

Offered by

CDAC Noida via FutureSkills

Certificate

Hands on - iOS Mobile Application Development

90 Hours

₹ 5,000

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Offered by

Georgia Tech via Udacity

Certificate

Reinforcement Learning

The Georgia Institute of Technology, USA, offers the Reinforcement Learning online programme by Udacity. This four-month-long course aims to teach you important Reinforcement Learning (RL) concepts. You will study through a blend of recent papers and classic work in the area.

Throughout the Reinforcement Learning online training, you will learn about automated decision-making from the point of view of Computer Science. The course offers in-depth learning content taught by industry professionals. You will learn via interactive quizzes, video lectures and practical exercises.

The Reinforcement Learning syllabus covers a wide range of RL topics comprehensively. These include convergence, generalisation, game theory, Bellman equations, MDP (Markov Decision Process), among others. You will also explore efficient algorithms, multiagent and single-agent planning, and more.

The Reinforcement Learning course by Udacity also describes Temporal Difference (TD) learning and related concepts. You will also reiterate a result from a published paper in RL at the end of this advanced online programme.

Also Read:
Deep Reinforcement Learning Certification Courses

83 Hours

Expert

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Skills Covered:

Machine learning Application of ML Algorithms

Offered by

Careerera

Certificate

AI&ML (Artificial Intelligence and Machine Learning Professional)

80 Hours

£ 99

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Offered by

Udacity

Certificate

Data Architect

The Data Architect Course explores key principles of data architecture, defining fundamental characteristics of data, the role of data governance, and designing a blueprint of data management framework in an organization. The course encourages candidates to learn to build staging areas for data digestion and managing that staging area with metadata.

The Data Architect Certification course teaches about various factors which affect the performance of the database and different types of data injection techniques, The course knowledge of Data lake and data warehouse to store huge amounts of raw unstructured and structured data according to the need of the organization.

The Data Architect Syllabus introduces to the Big data science, its operation and its characteristics by explaining various types of data scaling and differentiating structured query language and nonstructured query language used for Big data and real-time web applications. The course develops an understanding of data governance and different types of disciplines in data governance to use, manage and secure data.

73 Hours

Expert

₹ 21,072

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Skills Covered:

Knowledge of Big Data Machine learning Data science knowledge Database knowledge

Offered by

Jigsaw Academy via FutureSkills

Certificate

BDA Foundation

73 Hours

₹ 4,999

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Offered by

IIM Trichy

Certificate

Business Analytics with R

The online course on Business Analytics with R by the Indian Institute of Management Tiruchirapalli provides the candidates with an opportunity to develop deep business insights. Business Analytics with R certification has been developed by industry professionals. The Business Analytics with R certification benefits the students by allowing them to learn over the digital platform. The course has been structured as a hands-on approach to data analysis using R software. In the Business Analytics with R certification syllabus, the students will cover the chapters of business analytics landscapes, Basic analytics techniques using R, Data exploration and data visualization and predictive modelling techniques. Thus, after completing the course, the students will learn the extensive use of statistical methods, fact-based management, and predictive models.

3 Days

₹ 39,000

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Skills Covered:

Business analytics knowledge Predictive Modeling knowledge Knowledge of Data Visualization R Programming

Offered by

NIT Jalandhar

Certificate

Computer Applications

The Computer Applications online course is about the various applications of computer science and its operating systems that provide valuable insights on the different security techniques and applications of computer software. The course is provided by the centre for continuing education at the B R Ambedkar National Institute of Technology. The online program is scheduled for the students to attend the three days online training about the wide range of software applications in computer systems.

The course is organized by the chairperson Subhash Chandra Ralhan, the patron, Prof. L K Awasthi, and the convenors such as Dr. S K Mishra and coordinator Mr. Bhupinderjit Singh. The students are engaged with the theoretical and practical understanding of the concepts by learning from various case studies and group sessions. The students of the ‘Computer Applications’ training program are provided with the course certificate from the National Institute of Technology after successfully completing the training.

3 Days

₹ 15,000

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Skills Covered:

Programming skills Software development skills Knowledge of computer application

Offered by

Indian Statistical Institute, Pune via edu plus now

Certificate

PG Program in Molecular Modelling and Drug Designing

PG Program in Molecular Modelling and Drug Designing certification is a three months course that has been contributed jointly by Edu Plus Now, and the Indian Statistical Institute, Pune. Spread over 78 hours, this certification is mainly for people with some excitement in learning about drug designing, and molecular modelling. The classes are managed by a team of experienced faculty, and academicians related to this industry that instigates the students to be a part of the vibrant, and interactive learning community.

PG Program in Molecular Modelling and Drug Designing training includes theoretical conceptual teaching of ligand- and receptor-based design of drugs, homology modelling, energy minimization, macro-molecule optimization, molecular dynamics simulation, active site identification, and more. All these topics are extremely important for the industry called pharmaceutical industry. All the practical aspects of this course make it necessary for the candidates for solving with attention, live projects from industries like Sales, Supply Chain, Trading, Marketing, Construction, Finance, and more.

72 Hours

₹ 1,00,000

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Skills Covered:

Knowledge of Microbiology

Offered by

IIM Bangalore

Certificate

Artificial Intelligence for Digital Transformation

The Artificial Intelligence for Digital Transformation programme is brought to you by the Indian Institute of Management (IIM), Bangalore. Its central objective is to teach you about Artificial Intelligence (AI) technologies and how they empower organisations for digital transformation. During the Artificial Intelligence for Digital Transformation, you will get a strong understanding of concepts including Machine Learning (ML), classification, AI, neural networks, prediction, supervised learning, etc.

The Artificial Intelligence for Digital Transformation course by IIM Bangalore will be held for three days. There will be a total of 15 sessions conducted, including discussions, demonstrations and lectures. You will also get assignments along with the necessary data and code to get practical experience.

With the learnings from the Artificial Intelligence for Digital Transformation training, you will know about the challenges of AI-tech adoption, types and nature of AI biases, etc. You will also understand how AI technologies influence policy and decision-making.

3 Days

₹ 90,000

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Skills Covered:

Machine learning Knowledge of Artificial Intelligence

Offered by

IIM Bangalore

Certificate

Artificial Intelligence for Senior Leaders

The Artificial Intelligence for Senior Leaders certification benefits the students by allowing them an opportunity to learn from industry experts. The online course on Artificial Intelligence for Senior Leaders by the Indian Institute of Management Bangalore will be conducted by Professor U Dinesh Kumar. The session over the course of three days will help professionals develop their existing knowledge in the domain of AI to a further extent. The students will be covering the chapters of Choosing the right team; Organizational Structure: Centralized and Distributed Models; Fresh hire vs internal training; Key skillset; AI/ML Model Development: Feature Extraction; Feature Engineering; Feature Selection; Model Selection and Model Deployment and others. The Artificial Intelligence for Senior Leaders certification course will help students develop their existing knowledge in the domain of artificial intelligence. Upon taking the course, students will understand how to create a strategy for building AI initiatives within the organization.

3 Days

₹ 95,000

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Skills Covered:

Knowledge of Artificial Intelligence

Offered by

IIM Bangalore

Certificate

Cyber Security and Risk Management Orientation for Senior Leaders (Live Online Programme)

Cyber Security and Risk Management Orientation for Senior Leaders (Live Online Programme) is a course that deals with the critical subject of the hour and introduces vital concepts surrounding cyber security to learners. The 5-day intensive programme discusses the various aspects of cyber security and attendant risk management issues on the board level.

The Cyber Security and Risk Management Orientation for Senior Leaders Training process will help learners to gain oversight on potential risks of cyber attacks and privacy threats that affect the overall functioning and reputation of an organization. The interactive online sessions will make sure the topics are conveyed in the best way.

Cyber Security and Risk Management Orientation for Directors course is prepared for the best interests of board members and senior leaders who wish to learn about the novel features of cyber security. The live online programme is coordinated by Dr. S Raghunath, Professor of Strategy Area, Indian Institute of Management Bangalore.

3 Days

₹ 90,000

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Skills Covered:

Risk taking Knowledge of Cyber Security

Offered by

Simpliv Learning

Certificate

3 Days Live Virtual Training on Data Science with R Certification

3 Days

$ 416

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