149 Courses and Certifications

IBM Courses & Certifications 2025

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Data Science Methodology

Offered by

Certificate

Data Science Methodology

The duration of the Data Science Methodology certification course is 6 hours (approximately). The certification programme supports the students to gain a comprehensive knowledge of data science methodology and all other aspects related to it. This course is designed for beginners, allowing students to progress at their own speed and with ease.

The students will gain in-depth knowledge of applying the six stages in the Cross-Industry Process for Data Mining (CRISP-DM) methodology to analyse a case study. The Data Science Methodology certification by Coursera provides Data Science, Data Analysis, CRISP-DM, Methodology, Data Mining skills to the students. They will be able to apply the learned fundamentals in real-world scenarios.

Also Read: Online Data Science With Artificial Intelligence Courses & Certifications

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4 Weeks
Beginner
1,699
Cybersecurity Compliance and System Administration

Offered by

IBM via Edx
Certificate

Cybersecurity Compliance and System Administration

The Cybersecurity Compliance and System Administration programme is mentored by IBM Cybersecurity specialists, who will share their experience of serving some of the world’s largest organisations. You will learn about the various industry and compliance standards from the Center of Internet (CIS) control, the National Institute of Standards and Technology (NIST), and the International Organisation for Standardisation (ISO).

Moreover, the Cybersecurity Compliance and System Administration course also reviews many data protection regulations, including the General Data Protection Regulation (GDPR). Hands-on training will also be provided in the form of basic commands practice for user and server administration. Topics like endpoint security and patch management will allow you to safeguard your organisation’s systems against Cybersecurity risks.

Spanning four weeks, the Cybersecurity Compliance and System Administration certification course features four in-depth modules that you can navigate at your own speed and convenience. If you wish to pursue a Cybersecurity career, opting for the purchasable certificate will brighten up your resume. The programme is delivered in English by edX and is designed by IBM. The candidates will be asked to enroll in the programme either by choosing the verified track or the audit track. The audit track is free but access is limited to the course materials. Again, if the students want to learn the course and get unlimited access then they may opt for the verified track which is payable.

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4 Weeks
Beginner
Free
Skills Covered:
Knowledge of Cryptography
Cybersecurity Basics

Offered by

IBM via Edx
Certificate

Cybersecurity Basics

The Cybersecurity Basics certification course is a professional, beginner-level course that falls under the domain of Computer Science. The course is entirely online and is taught in the English language. Transcripts in the English language are also provided to make the video lessons easy to follow and comprehend. This self-paced training is offered by IBM and is spread over a duration of four weeks. 

Moreover, The Cybersecurity Basics online program is also associated with ‘IBM Cybersecurity Fundamentals’, a professional certificate program. This course has no prerequisites. The training is offered by Ms. Coreen Ryskamp, who works with IBM Security Learning Services as a program manager. Thus, you can be absolutely assured of being trained by industry-experienced individuals.  

From developing a foundational knowledge of cybersecurity and understanding the role of penetration testing to describing various kinds of cybersecurity attack models, the Cybersecurity Basics certification syllabus by edX encompasses all the essential aspects of cybersecurity. Learners will have the option to choose any one track from the 2 mentioned ones which are audit and verified tracks. These tracks are self-paced and offer both limited and unlimited course material access for the verified and audit tracks respectively.

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4 Weeks
Beginner
Skills Covered:
Knowledge of Cyber Security
Introduction to Cybersecurity Essentials

Offered by

Certificate

Introduction to Cybersecurity Essentials

4 Weeks
Beginner
4,117
Threat Intelligence Lifecycle Fundamentals

Offered by

IBM via Edx
Certificate

Threat Intelligence Lifecycle Fundamentals

4 Weeks
Beginner
Free
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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4 Weeks
Intermediate
4,085
Skills Covered:
Knowledge of deep learning
Advanced Machine Learning and Signal Processing

Offered by

Certificate

Advanced Machine Learning and Signal Processing

The online program on Advanced Machine Learning and Signal Processing by Coursera is a part of the series of programs that are offered in the domain of “advanced machine learning and signal processing”. The Advanced Machine Learning and Signal Processing training is part of the courses that are offered by IBM on advanced data science specialization. In the course, the frameworks for python using SparkML and Scikit-Learn will be introduced. The Advanced Machine Learning and Signal Processing certification syllabus will be covered on the digital platform within a time frame of 28 hours.

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4 Weeks
Expert
4,018
Skills Covered:
Machine learning
Site Reliability Engineering Capstone

Offered by

IBM via Edx
Certificate

Site Reliability Engineering Capstone

4 Weeks
Intermediate
Free
Cybersecurity Roles, Processes and Operating System Security

Offered by

Certificate

Cybersecurity Roles, Processes and Operating System Security

Cybersecurity Roles, Processes & Operating System Security programme is offered by IBM with a motive to make the people smarter as the world is getting digital. Through this programme, candidates would understand the key importance of cybersecurity in any organization. They will learn about the challenges faced by the organization in the Modern era and also how to overcome such challenges. The programme is appropriate for the candidates who aspire to work in the field of Cybersecurity as a Jr Cybersecurity Analyst.  

The course is inclusive of multiple programmes or specializations. Apart from cybersecurity, Coursera has introduced the concept of virtualization and it’s relevancy for cybersecurity. In 4 weeks, the candidates will have an understanding of Operating System Security and Cybersecurity roles & processes. They will also learn about the working of cybersecurity in different operating systems like Mac/OS, Mobile, Windows, and Linux. 

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4 Weeks
Beginner
4,085
Skills Covered:
Knowledge of Linux
Basic Network and Database Security

Offered by

IBM via Edx
Certificate

Basic Network and Database Security

The Basic Network and Database Security course will give you the background needed to understand network security basics. This training will cover various computer network topics, including Local Area Networks, the OSI Framework, TCP/IP, and routing basics. You will also learn how networking affects an organization’s security systems and how network security controls guard an organization against security attacks.

In addition to networking, the Basic Network and Database Security course curriculum also covers various database vulnerabilities and the knowledge/tools needed to research database vulnerability. In this section, multiple databases are covered, including Oracle, SQL Injection, Couch, and Mongo. Ultimately, this course enables you to safeguard your organization’s sensitive data against loss from cyber attacks.

The Basic Network and Database Security programme is entirely free of cost for enrolment. However, you can also add a verified certificate by paying a fee. Spanning four weeks, it is an introductory course in the field of computer science and a part of the IBM Cybersecurity Fundamentals Professional Certificate programme. Edx offers 2 tracks which are audit and verified tracks. Both the tracks are offered in the self-paced mode. While in the free audit track, the candidates will be able to only study and access the materials for a certain period of time. In case the students choose the verified track, they will have an unlimited period of time to check out and learn the course.

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4 Weeks
Beginner
Skills Covered:
Knowledge of Cyber Security
Data Visualization and Dashboards with Excel and Cognos

Offered by

Certificate

Data Visualization and Dashboards with Excel and Cognos

The IBM curriculum developed Data Visualization and Dashboards with Excel and Cognos online course helps the candidates to learn data visualization and dashboard creation using tools such as Excel and Cognos Analytics. The programme is planned to run for four weeks with a final hands-on project in the last week of planning. The Data Visualization and Dashboards with Excel and Cognos syllabus is planned for a duration of 15 hours with a beginner level difficulty. The programme helps the candidates who do not have a strong foundation in data analysis, programming or coding to learn data visualization and dashboard formation in an easy hands-on way. The candidate pursuing Data Visualization and Dashboards with Excel and Cognos by Coursera will be instructed by three seasoned experts from IBM and SkillUp Technologies in the area of data analytics and visualization. The candidates who complete the programme successfully will be awarded a verified certificate from Coursera medium.

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4 Weeks
Beginner
3,384
Skills Covered:
Data science knowledge Knowledge of Data Visualization Knowledge of Excel
Data Visualization and Building Dashboards with Excel and Cognos

Offered by

IBM via Edx
Visualizing Data with R

Offered by

IBM via Edx
Certificate

Visualizing Data with R

4 Weeks
Beginner
Free
Introduction to Statistics for Data Science using Python

Offered by

IBM via Edx
R Data Science Capstone Project

Offered by

IBM via Edx
Certificate

R Data Science Capstone Project

4 Weeks
Intermediate
Free
Relational Database Basics

Offered by

IBM via Edx
Certificate

Relational Database Basics

4 Weeks
Beginner
Free
Scalable Machine Learning on Big Data using Apache Spark

Offered by

Certificate

Scalable Machine Learning on Big Data using Apache Spark

The IBM advanced data science qualification curriculum includes the Scalable Machine Learning on Big Data using Apache Spark online course which provides students with much-needed insights to scale up the machine learning and data science methods in Apache Spark on big data sets. 

The Scalable Machine Learning on Big Data using Apache Spark syllabus will teach about datasets that need capabilities beyond a single computer and Apache Spark provides the open source-based framework and comes as a part of the IBM Artificial Intelligence Engineering. 

It is an intermediate difficulty level coursework that is fully online and provides a verified certificate. The Scalable Machine Learning on Big Data using Apache Spark by Coursera takes a total duration of 4 weeks to complete and is taught in the English language along with subtitles provided for student comfort. The course will help candidates with prerequisite knowledge on programming, SQL and machine learning with a flexible deadline and serve as a great asset for anybody aspiring to be a Machine Learning Engineer. 

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4 Weeks
Intermediate
Skills Covered:
Machine learning Knowledge of Apache Spark
Introduction to Agile Development and Scrum

Offered by

Certificate

Introduction to Agile Development and Scrum

4 Weeks
Beginner
4,117
Getting Started with Git and GitHub

Offered by

Certificate

Getting Started with Git and GitHub

4 Weeks
Beginner
4,117
Introduction to Quantum Computing Quantum Algorithms and Qiskit

Offered by

Certificate

Introduction to Quantum Computing: Quantum Algorithms and Qiskit

Introduction to Quantum Computing: Quantum Algorithms and Qiskit certification is a course that has been developed by leaders like IBM Research, IBM Systems, IIT Madras, and  NPTEL directly on Swayam’s website. Quantum computing is emerging rapidly as one of the most disruptive technologies of recent times, and this new concept has been brought to our knowledge through this certification course. The course will be introducing how quantum error correction can be useful for lessening the noise effects in quantum devices.

Introduction to Quantum Computing: Quantum Algorithms and Qiskit training will be of potential help in solving some challenging problems that cannot be solved easily by using classical solutions. The institution IBM is a recognized leader of such technology, and hence this course is going to be extremely useful. This course does hold full-length sessions on the concepts, and usage of Qiskit. The most exciting part is that the end certification is usually accepted by the prestigious company IBM for jobs.

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4 Weeks
Free
Skills Covered:
Knowledge of physics
Data Engineering Basics for Everyone

Offered by

IBM via Edx
Certificate

Data Engineering Basics for Everyone

4 Weeks
Beginner
Free
Application Modernization for Enterprise Systems

Offered by

Certificate

Application Modernization for Enterprise Systems

3 Weeks
Beginner
Free
Introduction to Enterprise Resiliency

Offered by

Certificate

Introduction to Enterprise Resiliency

3 Weeks
Beginner
Free
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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3 Weeks
Free
Skills Covered:
Knowledge of Cyber Security
Introduction to Enterprise Computing

Offered by

Certificate

Introduction to Enterprise Computing

3 Weeks
Beginner
6,638
Artificial Intelligence Workflow Artificial Intelligence in Production

Offered by

Certificate

AI Workflow: AI in Production

Part six in the series of programs on the same domain the online course on AI Workflow: AI in Production by Coursera can be persuaded by students who have an earlier and strong understanding of - NumPy, IBM Watson studio, Python, Pandas, Linear Algebra, and Descriptive and inferential statistical concepts. 

The online course focuses on the models of productions that are aimed at streaming media companies. The course will be introducing the students to the core concepts of IBM Watson Learning. The online program over the period of 17 hours covers the topics of - data analysis, visual recognition, machine learning, and hypothesis testing,  bias detection, NLP and others. The AI Workflow: AI in Production certification syllabus will be covered by professionals.

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3 Weeks
Expert
13,572
Skills Covered:
Machine learning Knowledge of NLP Modelling
AI Applications With Watson

Offered by

IBM via Edx
Certificate

AI Applications with Watson

3 Weeks
Intermediate
Free
Developing Cloud Applications with Node.js and React

Offered by

IBM via Edx
Certificate

Developing Cloud Applications with Node.js and React

The Developing Cloud Applications with Node.js and React online course is an intermediate-level curriculum that belongs to the Computer Science domain. IBM offers this programme in the English language, along with video transcripts. Moreover, there is no fixed schedule, and you can train quickly. The course structure is simple, which you can complete with a minimal effort of four to six hours per week. 

The Developing Cloud Applications with Node.js and React certification course is also associated with two other professional certificate programmes, namely, ‘Cloud Application Development Foundations’ and ‘Full Stack Cloud Developer’. The training ensures that you attain complete conceptual clarity in Node.js, Express, the React JavaScript library, invoking Web Services, and Cloud APIs’ integration. 

The Developing Cloud Applications with Node.js and React online programme also lets you practice GitHub concepts and DevOps to see that the application is continuously delivered. Mr. Upkar Lidder teaches this course, he is a senior software engineer at IBM. Therefore, you can be sure of learning from an instructor who possesses a working knowledge of the field. Learners will have the option to 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.

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3 Weeks
Intermediate
Skills Covered:
Web application development skills
Introduction to Cloud Computing-1

Offered by

IBM via Edx
Certificate

Introduction to Cloud Computing

Cloud computing denotes the availability of computer resources and the delivery of various services through the internet. Introduction to Cloud Computing by edX has been designed as a six-week online learning programme for beginners. You can learn about cloud computing concepts and their essential characteristics through videos, reading material and more. 

The curriculum also provides graded assignments and quizzes to help you stay motivated and track progress. The course syllabus includes the history of cloud computing and the emerging trends that include Hybrid Multicloud, Cloud Native, Microservices, Application Modernisation, etc. If you are new to the field, Introduction to Cloud Computing online course is a great way to get familiar with or build a prosperous career as a Cloud professional.

Moreover, the Introduction to Cloud Computing certification has been curated in collaboration with IBM, and you will receive digital badges along with a verified certificate on completion if you choose the verified track. Hence, you can learn through interactive methods and get accredited for your newly gained knowledge and skills. Rav Ahuja, who is the Global Program Director at IBM, will be your programme instructor. In the free mode, you can access the course only for a limited period of time. 

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3 Weeks
Beginner
Skills Covered:
Knowledge of cloud computing
Full Stack Application Development Capstone Project

Offered by

Certificate

Full Stack Application Development Capstone Project

A full-stack developer indulges in working on the front end and back end of software applications. Full-stack developers are expected to be well acquainted with technologies used for the implementation of components and layers in software. Cloud-native application development is one of the major approaches to run, build and improve apps through technologies and techniques for cloud computing. In order to ace this role, aspiring developers must know the nuances of these techniques and technologies.

Full Stack Application Development Capstone Project by Coursera fulfils this requirement as a flexible, job-relevant and affordable online learning programme for individuals. IBM experts will deliver on-demand lectures that can be accessed on both desktop and mobile applications on the candidate's own schedule. Coursera also provides career support resources like resume development and interviews.

No prior programming experience or Cloud background is required to start this program. Full Stack Application Development Capstone Project certification syllabus comprises a high-quality curriculum that will help learners develop skill sets in numerous technologies including HTML, cloud foundations, CSS, JavaScript, Node.js, GitHub, react, DevOps, cloud-native practices, CI/CD, docker, containers, Kubernetes, Istio, Openshift, python programming, SQL, databases, NoSQL, bootstrap, Django ORM, application security, serverless computing and microservices.

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3 Weeks
Expert
3,384
Skills Covered:
Web application development skills

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