149 Courses and Certifications

List of Online Courses and Certifications

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Excel Basics for Data Analysis

Offered by

Certificate

Excel Basics for Data Analysis

This Excel Basics for Data Analysis certification course is intended to give students a basic understanding of how to use Excel spreadsheets for data analysis. It goes through some of the fundamentals of dealing with spreadsheets and how to use them in data analysis. The Excel Basics for Data Analysis training contains plenty of learning videos, demonstrations, and illustrations, as well as step-by-step instructions for applying and practicing on a live spreadsheet. 

This Excel Basics for Data Analysis certification is appropriate for those interested in pursuing a career in data processing or data science, as well as others who really want to use Excel for data analysis in their own domains. The candidate will gain useful experience cleaning and wrangling data with functions, as well as analyzing data with techniques like filtering, sorting, and constructing pivot tables. 

This Excel Basics for Data Analysis online course begins with an overview of spreadsheets such as Microsoft Excel and Google Sheets, as well as data loading from a variety of sources. Following this introduction, they'll learn how to execute some simple data wrangling and cleaning operations, as well as how to use filtering, sorting, and pivot tables inside the spreadsheet to further your understanding of data analysis. 

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5 Weeks
Beginner
3,384
Skills Covered:
Data science knowledge Knowledge of Excel
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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5 Weeks
Intermediate
3,384
Skills Covered:
SQL knowledge Web application development skills
Introduction to Cloud Development with HTML, CSS JavaScript

Offered by

Certificate

Introduction to Cloud Development with HTML, CSS, JavaScript

The Introduction to Cloud Development with HTML, CSS, JavaScript online course is an IBM-based programme that has been created to help a candidate become a full-fledged cloud application engineer in the future.  The Introduction to Cloud Development with HTML, CSS, JavaScript syllabus will focus its curriculum on much of the new-age tools and languages used in the development of cloud-based applications. 

The course will cover languages that are used in front-end development such as CSS, HTML and JavaScript and learn tools that are used to keep track of project changes such as GitHub and Git. This certification is a part of multiple programmes namely IBM full-stack cloud developer professional certificate and cloud application development foundations specialization. The Introduction to Cloud Development with HTML, CSS, JavaScript by Coursera is taught by Upkar Lidder, a senior software engineer with the help of IBM resources. The course is in the online Coursera platform and can be completed within a total duration of 13 hours with a flexible schedule. 

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5 Weeks
Beginner
3,384
Skills Covered:
Web application development skills
Developing Cloud Apps with Node.js and React

Offered by

Certificate

Developing Cloud Apps with Node.js and React

The online session on Developing Cloud Apps with Node.js and React by Coursera will be offering an opportunity to the students to work on real-life examples in the domain of developing cloud apps. In the course, the students will be elaborating more on the server-side Javascript and the frameworks that are related to it. Upon completing the Developing Cloud Apps with Node.js and React training the students will have their skills strengthened in developing efficient web browsers. Over the period of fourteen hours the Developing Cloud Apps with Node.js and React certification syllabus will be dealing with topics namely- Working with JSON, Asynchronous I/O with callback programming, IBM cloud monitoring with LogDNA and Sysdig, Testing cloud applications, Creating callback functions, Introduction to logging and others.

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5 Weeks
Intermediate
Free
Skills Covered:
Knowledge of cloud computing
Analyzing Data with Excel

Offered by

IBM via Edx
Certificate

Analyzing Data with Excel

The Analyzing Data with Excel certification course is a self-paced 5 weeks online programme that is designed and offered by IBM on the platform of edX. By just focusing on 3-5 hours every week at their own speed, the learners can finish learning. Though the course is initially free, a nominal fee is required in case students wish to upgrade, get unlimited material access, and receive certificates along with verified badges. This is an introductory course that gives applied knowledge, and hands-on practice of lab exercises.

Analyzing Data with Excel training will give knowledge in the in-demand topics required for business. The students will be able to build basic knowledge of different kinds of Excel spreadsheets for performing the fundamental data analysis. This online introductory programme with zero admission prerequisites actually in its syllabus covers the working features of Microsoft Excel that will assist students in analysing their data.

The candidates can select from among the 2 tracks, the audit track and the other, the verified track. If one wants limited but free access their pick can be the audit track and if someone needs unlimited course material access they can upgrade to the paid verified track.

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5 Weeks
Beginner
Skills Covered:
Knowledge of Excel
Machine Learning with Python a Practical Introduction

Offered by

IBM via Edx
Certificate

Machine Learning with Python: A Practical Introduction

Machine Learning with Python: A Practical Introduction Certification Course will explore many popular and modern algorithms including Classification, Regression, Clustering, and models such as Train Split, Root Mean Squared Error (RMSE). Also, students will look and learn from genuine and authentic examples of machine learning and see how it affects society in ways you may not have speculated. 

Machine learning from the past few years has become an integral part of many commercial applications, software and research projects, yet this field is not exclusive to huge companies and organizations with extensive research teams. If you start to use Python language, even as a beginner, this short-term course will teach you practical ways to write and build your own machine learning solutions and machine learning applications are limited only by your imagination.

The Machine Learning with Python: A Practical Introduction Classes will be useful for the students to create products that parse, reduce, simplify and categorize computer data, and then extract actionable intelligence from that data. Machine Learning with Python: A Practical Introduction Certification Course is offered by EdX in association with IBM. There are two options for pursuing the self-paced programme; verified and free. In the verified mode, the learners can take the self-paced course by paying the fee and get unlimited access and in the free mode, they can audit it for a limited duration. 

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5 Weeks
Beginner
Free
Skills Covered:
Machine learning Knowledge of Python
Analyzing Data with Python

Offered by

IBM via Edx
Certificate

Analyzing Data with Python

Analyzing Data with Python certification course is designed by IBM and taught by Joseph Santarcangelo - PhD., Data Scientist at IBM, which is delivered by edX, which is targeted at the students looking for a comprehensive learning environment that could assist in their mastery of the concepts and methods required to develop the skills necessary for analyzing data with the Python programming language. Students who are interested in enrolling in the Analyzing Data with Python online classes by IBM and edX should be familiar with the fundamentals of programming in Python.

Analyzing Data with Python online training is a 5-week learning program that includes approximately 2-4 hours of extensive video-based materials that cover topics such as data loading, data manipulation, data preparation, data cleaning, linear regression, data visualization, ridge regression, polynomial regression, and machine learning models. Students who successfully finish the verified version of this program will also receive a skill badge that validates their knowledge and skills. This self-paced programme free course and they learners can upgrade it to the verified mode and get certification by paying the course fee. 

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5 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Python Decision making skills Machine learning Statistical skills Knowledge of Data Visualization
Data Analytics Basics for Everyone

Offered by

IBM via Edx
Certificate

Data Analytics Basics for Everyone

5 Weeks
Beginner
Free
NoSQL Database Basics

Offered by

IBM via Edx
Certificate

NoSQL Database Basics

5 Weeks
Beginner
Free
Building ETL and Data Pipelines with Bash Airflow and Kafka

Offered by

IBM via Edx
Site Reliability Engineering Fundamentals and Security

Offered by

IBM via Edx
Certificate

SRE Fundamentals and Security

5 Weeks
Intermediate
Free
R Programming Basics for Data Science

Offered by

IBM via Edx
Certificate

R Programming Basics for Data Science

5 Weeks
Beginner
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
Introduction to Artificial Intelligence

Offered by

Certificate

Introduction to Artificial Intelligence (AI)

Artificial Intelligence is an emerging field with numerous applications in different domains including science and technology, healthcare and even education. Students irrespective of their educational background are fascinated by the possibilities they can explore in AI. Thus, they need a course that not only confines them to theoretical aspects but also provides them practical exposure and leaves them with novice ideas for building a career.

In Introduction to Artificial Intelligence (AI) Certification by Coursera, course participants, besides getting a basic insight into Artificial Intelligence, will explore various cases and applications of AI. Introduction to Artificial Intelligence (AI) Certification Syllabus shall help them understand the terminology and concepts like deep learning, machine learning and neural networks. It will also provide exposure to out-of-the-book concepts in AI like ethics and bias.

Being a beginner-level course, learners need not possess any computer science or programming expertise beforehand. Anyone with or without a technical background shall acquire skills while studying at their own pace in online mode with flexible deadlines. The Introduction to Artificial Intelligence (AI) certification course is developed by IBM 

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4 Weeks
Beginner
3,384
Skills Covered:
Machine learning Data science knowledge Knowledge of deep learning Knowledge of Artificial Intelligence
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.

...Read More
4 Weeks
Beginner
Skills Covered:
Knowledge of Cyber Security
SQL for Data Science

Offered by

IBM via Edx
Certificate

SQL for Data Science

In the online course on SQL for Data Science classes program emphasis is given on the domain of database and real-world application. In the course, the students will be working on the database files, datasets and real data science tools. The SQL for Data Science certification syllabus will be covered within a time frame of four weeks. Industry experts and practitioners will be guiding the students throughout the programme. 

SQL or Structured Query Language programme will enable candidates in learning about using this language in extracting data types and communicating with the database. This SQL for Data Science training course by edX is pursued with an intent to get introduced to the concepts of relational databases as well as learn, pursue and implement the basic knowledge and understanding of SQL language. The candidates will get exposure to practical learning which will make it simple and easy to learn about this language. The programme will require 2 to 4 hours of weekly study. 

Candidates will find 2 tracks to enrol into and finish learning the programme. One is the audit track and the other is the verified track. These tracks can be learned based on one's own schedule but the audit track gives limited access whereas the verified track gives unlimited access to the course materials.

...Read More
4 Weeks
Beginner
Skills Covered:
Database knowledge Knowledge of Python SQL knowledge
Fundamentals of Scalable Data Science

Offered by

Certificate

Fundamentals of Scalable Data Science

The Fundamentals of Scalable Data Science online course is a beginner level programme that will introduce the students to crucial and fundamental topics of data science. The course talks about the concepts of the subject matter such as Apache spark with the usage of Pyspark and Python, its applications, preprocessing of data, and others. Students can get a preview of the programme and the course can be accessed for free for a period of seven days. The Fundamentals of Scalable Data Science training course is also available in the audit mode as well as in subscription mode. 

Students are free to choose the mode of their course according to their requirements. The course is provided in association with IBM. The Fundamentals of Scalable Data Science certification syllabus of the programme needs to be completed in the meantime of 21 hours. This self-paced learning programme by Coursera allows the user to choose their study schedules according to their comfort. Since this is a beginner level programme, the course does not require the user to have any prerequisites for getting into the course. If the student chooses to get a subscription to the Fundamentals of Scalable Data Science classes course, he or she will be eligible to get a certificate for the course at the end upon the completion of the curriculum.

...Read More
4 Weeks
Beginner
4,018
Skills Covered:
Statistical skills Knowledge of Python Knowledge of Apache Spark
Getting Started with AI using IBM Watson

Offered by

Certificate

Getting Started with AI using IBM Watson

The Getting Started with AI using IBM Watson certification course is offered by IBM through the platform of Coursera. The programme will discuss the basics of artificial intelligence using IBM Watson. The programme mainly includes the topics such as the working of Watson, its several artificial intelligence services, how to build apps using Watson services from IBM, and many more. 

The Getting Started with AI using IBM Watson online course not only talks about the theoretical aspects of the subject matter but also the real-life cases of the market and the current situations prevailing in the industry. This beginner-level programme includes several readings, video lectures, quizzes, assignments, tests, practice exercises that are divided into four different modules. The course is a hundred percent online programme and thus available for students at all times. The Getting Started with AI using IBM Watson certification syllabus requires only 9 hours of the time from the schedule of students to learn from this course. The course grants a certificate at the end of the course if the student completes the entire course successfully.

...Read More
4 Weeks
Beginner
3,198
Skills Covered:
Machine learning Knowledge of Artificial Intelligence
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
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.

...Read More
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.

...Read More
4 Weeks
Beginner
3,384
Skills Covered:
Data science knowledge Knowledge of Data Visualization Knowledge of Excel
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.

...Read More
4 Weeks
Expert
4,018
Skills Covered:
Machine learning
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
Brochure
Skills Covered:
Knowledge of physics
Artificial Intelligence for Everyone Master the Basics

Offered by

IBM via Edx
Certificate

Artificial Intelligence for Everyone Master the Basics

4 Weeks
Beginner
Free
Building Cloud Native and Multicloud Applications

Offered by

IBM via Edx
Certificate

Building Cloud Native and Multicloud Applications

4 Weeks
Beginner
Free
Data Engineering Basics for Everyone

Offered by

IBM via Edx
Certificate

Data Engineering Basics for Everyone

4 Weeks
Beginner
Data Visualization and Building Dashboards with Excel and Cognos

Offered by

IBM via Edx
Certificate

Data Visualization and Building Dashboards with Excel and Cognos

4 Weeks
Beginner
31 March 2026 - 30 March 2027
Free
R Data Science Capstone Project

Offered by

IBM via Edx
Certificate

R Data Science Capstone Project

4 Weeks
Intermediate
Free
Visualizing Data with R

Offered by

IBM via Edx
Certificate

Visualizing Data with R

4 Weeks
Beginner
Free

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