146 Courses and Certifications

IBM Courses & Certifications 2026

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Building Deep Learning Models with TensorFlow

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Certificate

Building Deep Learning Models with TensorFlow

In Building Deep Learning Models with TensorFlow course, learners will obtain a hands-on experience with the TensorFlow library as a strong mechanism for the application of Deep Learning to real-world issues. 

The course efficiently combines Machine Learning and Data Science to impart an all-rounder learning on building Deep Learning models. As a part of the IBM AI Engineering Professional Certificate, students will grasp all fundamentals of Machine learning and Deep Learning, including the use of Python. 

Hands-on projects will provide the course takers with essential Data Science skills and unsupervised learning. Candidates will also build, deploy and train their Deep Learning models and adopt various features of the TensorFlow library in them. Since the majority of data in the world is unstructured and unlabelled, shallow neural networks find it difficult to capture structures in data comprising sound, images and texts. 

However, deep networks are capable of performing this function and hence this course has been created to provide an Intermediate Level of knowledge of how to go about it. IBM is a major player in the industry by providing a broad portfolio to its trainees for software development, predictive analytics, and systems management. Its expertise in technology and R&D is incorporated into the course curriculum.

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2 Weeks
Intermediate
₹ 1,914
Skills Covered:
Knowledge of deep learning
Developing Applications with SQL, Databases and Django

Offered by

Certificate

Developing Applications with SQL, Databases, and Django

Accessing, processing, and presenting data are the essentials of application development. Data is usually stored in databases, either on the cloud or on-premise. Developers need to learn how to access this data via programming languages. The Developing Applications course by edX will help you get comfortable with these programming languages and introduce you to various fundamental database concepts.

The Developing Applications course starts with SQL, a powerful yet simple programming language for managing and querying data. You will also engage in hands-on cloud database experiments. Besides SQL, the course also covers other software like Django, using which you will create a full-blown web app that can persist, present, and process data.

With the Developing Applications programme, you will also learn how to work with databases using object-oriented programming through Object-Relational Mapping (ORM). All the information will be provided through video lectures, assignments, and readings. There’s also a certificate option available if you wish to showcase your skills and advance your career.

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2 Weeks
Intermediate
₹ 1,902
Skills Covered:
SQL knowledge Web application development skills
Full Stack Application Development Project

Offered by

IBM via Edx
Certificate

Full Stack Application Development Project

2 Weeks
Intermediate
₹ Free
Application Development using Microservices and Serverless

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Certificate

Application Development using Microservices and Serverless

2 Weeks
Intermediate
₹ 1,914
Blockchain Framework and Platforms

Offered by

IBM via Edx
Certificate

Blockchain Framework & Platforms

2 Weeks
Intermediate
₹ Free
Artificial Intelligence Chatbots Without Programming

Offered by

IBM via Edx
Certificate

Artificial Intelligence Chatbots Without Programming

2 Weeks
Beginner
₹ Free
Developing Cloud Native Applications

Offered by

IBM via Edx
Certificate

Developing Cloud Native Applications

The Developing Cloud-Native Applications certification course is offered by IBM. The training is also associated with two other professional certificate programs, namely ‘Full Stack Cloud Developer’ and ‘Cloud Application Development Foundations’. This course familiarises you with the tools and services required to deliver and deploy applications on the cloud continuously. 

The Developing Cloud-Native Applications certification syllabus provides you with a holistic understanding of JSON data formats and how REST APIs work. Furthermore, you also get to use a Web IDE and GIT while learning how to create and manage your code. From creating a GIT repository to manage the source code to identifying and navigating database services in the IBM cloud, this course helps you gain industry-relevant skills with ease.

Upkar Lidder, who has multiple years of experience working as a Senior Software Engineer at IBM, will be your instructor for the Developing Cloud-Native Applications online training. The course is an intermediate-level study, and you can learn at your own pace. You can also purchase a verified edX accreditation after finishing the course. For pursuing the programme, basic knowledge of cloud concepts, cloud application development, HTML, and Javascript is required. Learners will have the leverage and choose any track from the two mentioned ones: audit and verified tracks. These tracks are self-paced and offer limited and unlimited course material access for the verified and audit tracks respectively.

...Read More
2 Weeks
Intermediate
₹ Free
Skills Covered:
Web application development skills
Introduction to Cloud Development with HTML5, CSS3 and JavaScript

Offered by

IBM via Edx
Certificate

Introduction to Cloud Development with HTML5, CSS3, and JavaScript

Introduction to Cloud Development by edX is an open online certification course. This course aims to teach you the skills necessary to become a professional Cloud developer. Hence, you will learn about programming tools and languages needed to develop web applications and Cloud on your own. 

Since this is an introductory course, you will begin learning how internet servers work and how applications are delivered to users. The Introduction to Cloud Development certification syllabus will further explore back-end, front-end, and full-stack development. 

You will get to learn languages used in front-end development, such as HTML, CSS3 and JavaScript. This programme consists of six modules in total, and the last one consists of the final assignment that will enable you to apply your new knowledge.

The Introduction to Cloud Development certification is a course in Computer Science offered in association with IBM. You can complete the course in a span of four weeks and obtain a verified certificate to share on LinkedIn if you take it in the verified mode by paying the fee. The free mode allows the candidates to audit the programme for a limited duration. 

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2 Weeks
Intermediate
Skills Covered:
Knowledge of CSS Web application development skills
Tools for Data Science

Offered by

Certificate

Tools for Data Science

Some popular data science tools used today include JupyterLab, RStudio IDE, Jupyter Notebooks, Git, GitHub, and more. Tools for Data Science by Coursera will introduce you to these data science tools and their features.

The Tools for Data Science certification is a part of a series of certification programmes related to data science and can be applied to different specialisations. Over the period of seven weeks, you will learn 18 hours of content in the form of video lessons and will receive extra readings and quizzes. You will have to create a final project at the end of the programme to showcase your skills and proficiency.

The Coursera Tools for Data Science programme is offered by IBM. It is easy to comprehend as it is a beginner-level course with flexible deadlines. You can earn digital badges and a shareable certificate that will help you enhance your resume and can be shared on LinkedIn.

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2 Weeks
Beginner
₹ 1,902
Skills Covered:
Data science knowledge R Programming Knowledge of Python
Introduction to the Threat Intelligence Lifecycle

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Certificate

Introduction to the Threat Intelligence Lifecycle

2 Weeks
Beginner
₹ 2,699
Deep Neural Networks with PyTorch

Offered by

Certificate

Deep Neural Networks with PyTorch

The Deep Neural Networks with PyTorch certification course will teach candidates, how to use Pytorch to create deep learning models. It is a part of the IBM AI Engineering Professional Certificate. There are a total of 6 courses in that specialisation. The Deep Neural Networks with PyTorch training course is the fourth one of them. Artificial intelligence or AI is revolutionising whole industries by transforming the way businesses exploit knowledge to make decisions across sectors. Organisations need skilled AI engineers who use cutting-edge approaches such as machine learning algorithms and deep learning neural networks to provide their companies with data-driven actionable intelligence in order to remain competitive. This Technical Certificate of 6 courses is designed to equip candidates with the tools which are needed to excel as an Artificial Intelligence or Machine Learning engineer in their career. 

Using programming languages such as Python, candidates will master the basic principles of machine learning and deep learning, which includes supervised and unsupervised learning. Candidates will also obtain a digital badge from IBM acknowledging their proficiency in AI engineering in addition to receiving a Technical Certificate from Coursera.

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2 Weeks
Intermediate
₹ 1,914
Skills Covered:
Knowledge of deep learning
Unsupervised Machine Learning

Offered by

Certificate

Unsupervised Machine Learning

2 Weeks
Intermediate
Supervised Machine Learning Regression

Offered by

Certificate

Supervised Machine Learning: Regression

2 Weeks
Intermediate
Computer Networks and Network Security

Offered by

Certificate

Computer Networks and Network Security

The Network Security & Database Vulnerabilities certification course is training that provides an online learning experience. Students will be able to understand local area networks, TCP or internet protocol, networking security systems, etc. in the programme. Students will be able to learn about cybersecurity and the attacks and challenges faced by the industry through the Network Security & Database Vulnerabilities online course. 

Along with networking, the curriculum of the programme also discusses database vulnerabilities and the tools that are used in the research process of a database. The lessons of the programme can be pursued by the user in the audit mode which requires no amount to be paid for the course. The course allows flexible deadlines and takes up to 14 to 16 hours to complete the Network Security & Database Vulnerabilities certification syllabus. Students who have any language barrier can use the subtitles given in the programme such as French, Arabic, Spanish, Vietnamese, Russian, German, Italian, Portuguese, and English. The students can also obtain a certificate at the end of the course upon the successful completion of the course.

...Read More
2 Weeks
Intermediate
₹ 8,418
Skills Covered:
Database knowledge SQL knowledge Networking Knowledge of Cyber Security
Introduction to Web Development with HTML CSS JavaScript

Offered by

Django Application Development with SQL and Databases

Offered by

IBM via Edx
Certificate

Django Application Development with SQL and Databases

development. If a substantial amount of information is stored in different databases, either in the cloud or on-premises, web developers will use a language like SQL. Django is a high-level Python web framework that makes it easy to build secure, easy-to-maintain websites quickly. It also allows one to concentrate on writing applications without having to reinvent the wheel. Django Application Development with SQL and Databases certification course is designed by Yan Luo, Ph.D. a data scientist and web developer at IBM Canada, and Rav Ahuja a global program director at IBM, and is presented by Edx.

Django Application Development with SQL and Databases online classes offers two weeks of digital lectures with six to eight hours per week of study and learning resources which are aimed at individuals seeking to learn about the fundamentals of SQL, a programming language for querying data, managing data, as well as the fundamentals of cloud databases, Object-Relational Mapping (ORM), and using Object-Oriented Programming (OOP) languages to deal with databases. Applicants will be introduced to Django, which is a rapid and efficient open-source web framework utilized by developers.

The Django Application Development with SQL and Databases online training is designed to recognize the database and how to model data, and create SQL queries to insert, select, update, and delete data in a database. The aspirant will comprehend the object relationship model (ORM), and integrate bootstrap into the Django framework which creates interactive web pages, as well as the participant, will assess Django to design database-driven apps, including creating and deploying a cloud-based Django application. Learners can select either the free audit track with limited access or upgrade directly to the paid verified track

...Read More
2 Weeks
Intermediate
06 October 2026 - 28 January 2027
₹ Free
Skills Covered:
Knowledge of cloud computing Web application development skills Knowledge of IBM Framework Knowledge of CSS Knowledge of Python Database knowledge SQL knowledge Programming skills
Introduction to Containers Docker, Kubernetes and OpenShift

Offered by

Certificate

Introduction to Containers w/ Docker, Kubernetes & OpenShift

The Introduction to Containers programme introduces you to containers and how they differ from virtual machines. The curriculum also covers the significance of containers in cloud computing, along with the proliferating ecosystem of related technologies such as Kubernetes, Docker, Red Hat OpenShift, and Istio.

Throughout the Introduction to Containers course, you will apply what you have learnt with hands-on labs and exercises. From getting started with Docker to scaling and orchestration with Kubernetes, and simplifying deployments with OpenShift, the hands-on labs cover them all. You can access the labs on IBM Cloud and Skills Network Labs environments using your web browser. Moreover, you can access all the programme materials free of cost. 

You will also work on a project at the end of the Introduction to Containers programme. In this project, you will construct a container image and scale and deploy it on the cloud using OpenShift. You can also opt for Coursera’s certificate and improve your employability in this field easily, as everyone from small businesses to large MNCs is transitioning to these platforms.

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2 Weeks
Intermediate
₹ 1,902
Skills Covered:
Knowledge of cloud computing
Data Privacy for Information Architecture

Offered by

Certificate

IBM Data Privacy for Information Architecture

External laws and regulations use Data privacy to control how digital information is used, shared, collected and disposed of. In the IBM Data Privacy for Information Architecture course, you will understand what data privacy is and how it works. The course covers multiple topics in data privacy, such as understanding the objectives of privatisation and typical data protection and how to select an approach in data protection for an organisation. You will also be exposed to various multi-data privatisation practices and mechanisms and growing your own data protection toolkit. 

IBM Data Privacy for Information Architecture online course is a three-week course. However, you can select your schedule for viewing the video lectures and the reading material. There will also be periodic practice exercises to evaluate your progress. Upon successfully completing the course, you will receive certification. 

IBM Data Privacy for Information Architecture certification is free to audit. You can also apply for a scholarship or financial support if you aren't able to pay the fee.  

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1 Weeks
₹ 2,699
Skills Covered:
Knowledge of Cyber Security
Introduction to Enterprise Computing

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Certificate

Introduction to Enterprise Computing

1 Weeks
Beginner
Building AI Powered Chatbots without Programming

Offered by

Certificate

Building AI Powered Chatbots without Programming

Building AI-Powered Chatbots without programming certification course is offered by IBM and is conducted by Coursera. The programme attracts a vast number of candidates that want to learn to develop Chatbots without any need for coding for it. 

With a rise in the demand for Chatbot, this Coursera programme is ideally a programme that should not be missed by professionals who are aiming to build a career in this field. The programme is flexible in nature so that it can be easily pursued by professionals. Moreover, the course gives a certificate of completion, if the candidate fulfills all the key requirements of the Building AI-Powered Chatbots Without Programming training programme. The course can be of tremendous help in finding job opportunities in top companies across the globe.

The programme will be delivered via videos, pre-recorded content, and practice exercises which will help the candidate in gaining both theoretical as well as practical information on the subject. 

...Read More
1 Weeks
Beginner
₹ 1,914
Skills Covered:
Computer skills
Software Developer Career Guide and Interview Preparation

Offered by

Introduction to Agile Development and Scrum

Offered by

Getting Started with Git and GitHub

Offered by

Certificate

Getting Started with Git and GitHub

1 Weeks
Beginner
₹ 1,914
Data Analyst Career Guide and Interview Preparation

Offered by

Certificate

Data Analyst Career Guide and Interview Preparation

1 Weeks
Beginner
₹ 48,757
Introduction to R Programming for Data Science

Offered by

Certificate

Introduction to R Programming for Data Science

The Introduction to R Programming for Data Science online certification was developed by IBM Skills Network and instructed by Yan Luo, Ph.D., Data Scientist, and Developer and is made available through Coursera and is targeted at individuals who are interested in learning the fundamental ideas behind data science and data analysis operations using the features of R programming. The Introduction to R Programming for Data Science online course teaches individuals about the fundamentals of the R language, including data types, data manipulation methods, and how to carry out basic programming operations.

Introduction to R Programming for Data Science online classes contains 10 hours of video-based study materials that introduce individuals to basic programming concepts, standard data structures, and data manipulation techniques, all with the assistance of the R programming language. Individuals who successfully finish this program will be able to develop a basic program in RStudio, work with data in a data frame or matrix, and complete the final project as professional data analysts utilizing Watson Studio and Jupyter notebooks to gather and evaluate data-driven insights.

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1 Weeks
Beginner
₹ 1,699
Skills Covered:
Data science knowledge R Programming
Python Project for Data Science

Offered by

Certificate

Python Project for Data Science

The Python Project for Data Science certification course, created by IBM Skills Network and taught by Azim Hirjani, a Cognitive Data Scientist, and Joseph Santarcangelo, a Ph.D., a Data Scientist at IBM, is offered through Coursera, which is designed for candidates who want to learn about the strategies and procedures related to using Python programming to work with data for data science operations.

Python Project for Data Science online training involves 8 hours of digital lectures accompanied by hands-on projects where students will be assisted in creating a simplistic dashboard in Python. The Python for Data Science, AI, and Development course by IBM is a prerequisite for participation in the Python Project for Data Science online course, which teaches students about topics like data structures, data extraction, data analysis, dashboards, web scraping, and much more. 

...Read More
1 Weeks
Intermediate
₹ 1,699
Skills Covered:
Data science knowledge Knowledge of Python
Data Visualization with R

Offered by

Certificate

Data Visualization with R

The Data Visualization with R online certification, created by IBM Skills Network, is taught by Yiwen Li, a software engineer, Tiffany Zhu, a data scientist, Saishruthi Swaminathan, a data scientist, and developer advocate, and Gabriela de Queiroz, a program director, and it is offered through Coursera, which is intended for learners who want to master the Grammar of Graphics and learn how the ggplot2 data visualization package for R applies to basic bar charts, pie charts, scatter plots, line plots, box plots, and histograms.

Data Visualization with R online classes incorporates 1 week of learning materials that concentrate on teaching the methods for personalizing charts and plots using themes and talking about the methods for using data visualization for Leaflet. With Data Visualization with R online training, learners will be taught about concepts involved with data science, data visualization, and data analysis as well as acquainted with approaches for building interactive dashboards using the R Shiny package.

...Read More
1 Weeks
Beginner
₹ 1,699
Skills Covered:
Data science knowledge R Programming Knowledge of Data Visualization
Python Project for Artificial Intelligence and Application Development

Offered by

Certificate

Python Project for AI & Application Development

The Python Project for AI & Application Development online certification was developed by IBM Skills Network and is taught by Ramesh Sannareddy, a Data Engineering Expert, and Joseph Santarcangelo, a Ph.D., a Data Scientist at IBM, which is available through Coursera and is intended to help students gain an understanding of the techniques to put their knowledge of the strategies and concepts of python to use for artificial intelligence operations and developing applications.

Students are strongly encouraged to take IBM's “Python for Data Science, AI, and Development” course before enrolling in the Python Project for AI & Application Development online training. Python Project for AI & Application Development online classes cover subjects including status code analysis, application testing, and python packages and tools like Flask and Theia labs. By the end of the course, students will have the skills necessary to start utilizing Python to develop AI-powered applications, create and execute unit tests, and distribute the application.

...Read More
1 Weeks
Intermediate
₹ 1,699
Skills Covered:
Knowledge of Python Knowledge of Artificial Intelligence Web application development skills
Python for AI and Development Project

Offered by

IBM via Edx
Certificate

Python for AI & Development Project

1 Weeks
Intermediate
03 August 2026 - 30 March 2027
₹ Free
Python for Data Science Project

Offered by

IBM via Edx
Certificate

Python for Data Science Project

1 Weeks
Intermediate
₹ Free

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