Explore 123+ industry-recognized certifications across AI, Cloud, Data Science, Blockchain, IoT, and more.
| S No | Course Name | Track Name | Web | Video | Labs | Certificate | Badge | Data Sets |
|---|---|---|---|---|---|---|---|---|
| 1 | Java Fundamentals | All Tracks | Yes | No | Yes | Yes | NA | NA |
| 2 | Predictive Analytics Modeller | Analytics / Artificial Intelligence | Yes | No | Yes | Yes | NA | Yes |
| 3 | Spring Framework Course | Full Stack | Yes | No | Yes | Yes | NA | NA |
| 4 | Clean Coding | Full Stack | Yes | No | Yes | Yes | NA | NA |
| 5 | Python | Cloud / Artificial Intelligence | Yes | No | Yes | Yes | NA | NA |
| 6 | REST API | All Tracks | Yes | No | Yes | Yes | NA | NA |
| 7 | Spark & Scala Fundamentals | Big Data Analytics | Yes | No | Yes | Yes | NA | NA |
| 8 | Node RED | IoT | Yes | No | Yes | Yes | NA | NA |
| 9 | Web Development using HTML | Full Stack | Yes | No | Yes | Yes | NA | NA |
| 10 | JavaScript | Full Stack | Yes | No | Yes | Yes | NA | NA |
| 11 | NodeJS | Full Stack | Yes | No | Yes | Yes | NA | NA |
| 12 | DevOps | All Tracks | Yes | No | Yes | Yes | Yes | Yes |
| 13 | Agile Methodologies | All Tracks | Yes | No | Yes | Yes | Yes | Yes |
| 14 | Design Thinking | All Tracks | Yes | No | Yes | Yes | Yes | NA |
| 15 | NoSQL – MongoDB | Big Data Analytics | Yes | No | Yes | Yes | NA | NA |
| 16 | Text Analytics | Analytics / Artificial Intelligence | Yes | No | Yes | Yes | NA | NA |
| 17 | Planning Analytics | Big Data Analytics | Yes | No | Yes | Yes | NA | NA |
| 18 | Docker & Kubernetes | Cloud Computing | Yes | No | Yes | Yes | NA | NA |
| 19 | Sectoral Analytics Fundamentals – HR | Business Analytics | Yes | No | Yes | Yes | NA | Yes |
| 20 | Sectoral Analytics Fundamentals – Marketing | Business Analytics | Yes | No | No | Yes | NA | Yes |
| 21 | Sectoral Analytics Fundamentals – Finance | Business Analytics | Yes | No | Yes | Yes | NA | Yes |
| 22 | Data Visualization | Big Data Analytics / AI | Yes | No | Yes | Yes | NA | Yes |
| 23 | Introduction to Big Data, Hadoop & Ecosystem | Big Data Analytics | Yes | No | Yes | Yes | NA | Yes |
| 24 | Cloud Industry Session | Cloud Computing | Yes | No | Yes | Yes | NA | NA |
| 25 | Sectoral Analytics Fundamentals – Operations | Business Analytics | Yes | No | Yes | Yes | NA | Yes |
| 26 | IBM Cloud Fundamentals | Cloud / Security | Yes | No | Yes | Yes | NA | Yes |
| 27 | Web Services | Cloud Computing | Yes | No | Yes | Yes | NA | NA |
| 28 | Analytics Industry Session | Business Analytics | Yes | No | No | Yes | NA | NA |
| 29 | Software Foundation Course – C | All Tracks | Yes | No | Yes | Yes | NA | NA |
| 30 | Database Fundamentals | All Tracks | Yes | No | Yes | Yes | NA | NA |
| 31 | Sectoral Analytics Advanced – HR | Business Analytics | Yes | No | Yes | Yes | NA | Yes |
| 32 | Sectoral Analytics Advanced – Marketing | Business Analytics | Yes | No | No | Yes | NA | Yes |
| 33 | Sectoral Analytics Advanced – Finance | Business Analytics | Yes | No | No | Yes | NA | Yes |
| 34 | AngularJS | Full Stack | Yes | No | Yes | Yes | NA | NA |
| 35 | Software Foundation Course – C++ | All Tracks | Yes | No | Yes | Yes | NA | NA |
| 36 | Deep Analytics Solution – OneWEX | Big Data Analytics | Yes | No | No | Yes | NA | Yes |
| 37 | Cognos Analytics – Dashboard and Stories | Business Analytics | Yes | No | Yes | Yes | NA | Yes |
| 38 | Fundamentals of IoT | IoT | Yes | No | Yes | Yes | NA | NA |
| 39 | Cognitive Computing – Watson Studio | Cloud / AI | Yes | No | Yes | Yes | NA | NA |
| 40 | Rapid Development for AI – Watson Services | Cloud / AI | Yes | No | No | Yes | NA | NA |
| 41 | Software Foundation Course – Basic | All Tracks | Yes | No | Yes | Yes | NA | NA |
| 42 | Predictive Analytics (Statistics) | Big Data Analytics | Yes | No | No | Yes | NA | Yes |
| 43 | Big Data Architecture | Big Data Analytics | Yes | No | No | Yes | NA | NA |
| 44 | Identity and Access Management | Security | Yes | No | Yes | Yes | NA | NA |
| 45 | Introduction to Big Data – MBA Part 1 | Big Data Analytics | Yes | No | No | Yes | NA | NA |
| 46 | Advanced Introduction to Big Data – MBA Part 2 | Business Analytics | Yes | No | No | Yes | NA | NA |
| 47 | Micro Architecture and Implementation | Cloud Computing | Yes | No | No | Yes | NA | NA |
| 48 | AI Services | Artificial Intelligence / ML | Yes | No | No | Yes | NA | NA |
| 49 | Machine Learning Services with Watson Studio | Artificial Intelligence / ML | Yes | No | No | Yes | NA | NA |
| 50 | Deployment of Private Cloud | Cloud Computing | Yes | No | No | Yes | NA | NA |
| 51 | Build Swift Mobile Apps with Watson AI Services | Artificial Intelligence | Yes | No | No | Yes | NA | NA |
| 52 | Machine Learning with Python | Artificial Intelligence | Yes | No | Yes | Yes | NA | Yes |
| 53 | Deep Learning Fundamentals | Artificial Intelligence | Yes | No | Yes | Yes | NA | Yes |
| 54 | Introduction to Machine Learning with Sound | Artificial Intelligence | Yes | No | No | Yes | NA | NA |
| 55 | How to Build Watson AI & Swift Apps | Artificial Intelligence | Yes | No | No | Yes | NA | NA |
| 56 | Deep Learning with TensorFlow | Artificial Intelligence | Yes | No | Yes | Yes | NA | Yes |
| 57 | Machine Learning with R | Artificial Intelligence | Yes | No | Yes | Yes | NA | Yes |
| 58 | Accelerating Deep Learning with GPU | Artificial Intelligence | Yes | No | No | Yes | NA | NA |
| 59 | Machine Learning with Apache SystemML | Artificial Intelligence | Yes | No | No | Yes | NA | NA |
| 60 | Machine Learning – Dimensionality Reduction | Artificial Intelligence | Yes | No | No | Yes | NA | NA |
| 61 | Big Data 101 | Big Data Analytics | Yes | No | Yes | Yes | NA | NA |
| 62 | Hadoop 101 | Big Data Analytics | Yes | Yes | Yes | Yes | NA | NA |
| 63 | Spark Fundamentals | Big Data Analytics | Yes | Yes | Yes | Yes | NA | NA |
| 64 | Spark MLlib | Big Data Analytics | Yes | Yes | Yes | Yes | NA | NA |
| 65 | Exploring Spark’s GraphX | Big Data Analytics | Yes | Yes | Yes | Yes | NA | NA |
| 66 | Predictive Modeling | Big Data Analytics | Yes | Yes | No | Yes | NA | NA |
| 67 | Analyzing Big Data in R using Apache Spark | Big Data Analytics | Yes | Yes | Yes | Yes | NA | NA |
| 68 | Spark Fundamentals II | Big Data Analytics | Yes | Yes | Yes | Yes | NA | NA |
| 69 | SQL Access for Hadoop | Big Data Analytics | Yes | Yes | Yes | Yes | NA | NA |
| 70 | Using HBase for Real-time Access to Big Data | Big Data Analytics | Yes | Yes | No | Yes | NA | NA |
| 71 | Accessing Hadoop Data Using Hive | Big Data Analytics | Yes | Yes | Yes | Yes | NA | NA |
| 72 | Controlling Hadoop Jobs Using Oozie | Big Data Analytics | Yes | Yes | Yes | Yes | NA | NA |
| 73 | Moving Data into Hadoop | Big Data Analytics | Yes | Yes | No | Yes | NA | NA |
| 74 | SQL 101 | Big Data Analytics | Yes | Yes | No | Yes | NA | NA |
| 75 | Blockchain Essentials v2 | Blockchain | Yes | Yes | Yes | Yes | NA | NA |
| 76 | Build an IoT Blockchain Network for Supply Chain | Blockchain | Yes | Yes | No | Yes | NA | NA |
| 77 | Docker Essentials: A Developer Introduction | Blockchain | Yes | Yes | No | Yes | NA | NA |
| 78 | IBM Blockchain Foundation Developer | Blockchain | Yes | Yes | No | Yes | NA | NA |
| 79 | Bitcoin 101 | Blockchain | Yes | Yes | No | Yes | NA | NA |
| 80 | Introduction to Cloud (Beta) | Cloud Computing | Yes | Yes | No | Yes | NA | NA |
| 81 | Build Your Own Chatbot | Cloud Computing | Yes | Yes | No | Yes | NA | NA |
| 82 | IBM Cloud Essentials | Cloud Computing | Yes | Yes | No | Yes | NA | NA |
| 83 | Apply End to End Security to Cloud App (Beta) | Cloud Computing | Yes | Yes | No | Yes | No | NA |
| 84 | Scalable Web Applications on Kubernetes (Beta) | Cloud Computing | Yes | Yes | No | Yes | No | NA |
| 85 | Beyond the Basics: Istio and IBM Cloud Kubernetes | Cloud Computing | Yes | Yes | No | Yes | No | NA |
| 86 | Container & Kubernetes Essentials with IBM Cloud | Cloud Computing | Yes | Yes | No | Yes | No | NA |
| 87 | Getting Started with Microservices with Istio | Cloud Computing | Yes | Yes | No | Yes | No | NA |
| 88 | Python for Data Science | Data Science | Yes | Yes | Yes | Yes | No | NA |
| 89 | Introduction to Data Science | Data Science | Yes | Yes | Yes | Yes | No | NA |
| 90 | R 101 | Data Science | Yes | Yes | Yes | Yes | No | NA |
| 91 | Data Visualization with Python | Data Science | Yes | Yes | Yes | Yes | No | NA |
| 92 | Data Analysis with Python | Data Science | Yes | Yes | Yes | Yes | No | NA |
| 93 | Data Visualization with R | Data Science | Yes | Yes | Yes | Yes | No | NA |
| 94 | Data Science Methodology | Data Science | Yes | Yes | Yes | Yes | No | NA |
| 95 | Statistics 101 | Data Science | Yes | Yes | Yes | Yes | No | NA |
| 96 | Scala 101 | Data Science | Yes | Yes | Yes | Yes | No | NA |
| 97 | Spark Overview for Scala | Data Science | Yes | Yes | Yes | Yes | No | NA |
| 98 | Data Science for Scala | Data Science | Yes | Yes | Yes | Yes | No | NA |
| 99 | Data Privacy Fundamentals | Data Science | Yes | Yes | Yes | Yes | No | NA |
| 100 | Digital Analytics & Regression | Data Science | Yes | Yes | Yes | Yes | No | NA |
| 101 | Data Science with Open Data | Data Science | Yes | Yes | Yes | Yes | No | NA |
| 102 | Data Science Tools | Data Science | Yes | Yes | Yes | Yes | No | NA |
| 103 | Data Journalism: First Steps, Skills and Tools | Data Science | Yes | Yes | Yes | Yes | No | NA |
| 104 | Build IoT Apps with Watson AI, Swift & Node-RED | IoT | Yes | Yes | Yes | Yes | No | NA |
| 105 | Building Robots with IBM IoT | IoT | Yes | Yes | Yes | Yes | No | NA |
| 106 | Node-RED: Basics to Bots | IoT | Yes | Yes | Yes | Yes | No | NA |
| 107 | PHP Web Application on a LAMP Stack (Beta) | Programming | Yes | Yes | Yes | No | NA | NA |
| 108 | SQL and Relational Databases 101 | Programming | Yes | Yes | Yes | No | NA | NA |
| 109 | Using R with Databases | Programming | Yes | Yes | Yes | No | NA | NA |
| 110 | NoSQL and DBaaS 101 | Programming | Yes | Yes | Yes | No | NA | NA |
| 111 | Reactive Architecture: Introduction to Reactive Systems | Reactive Architecture | Yes | Yes | No | No | NA | NA |
| 112 | Reactive Architecture: Domain Driven Design | Reactive Architecture | Yes | Yes | No | No | NA | NA |
| 113 | Reactive Architecture: Reactive Microservices | Reactive Architecture | Yes | Yes | No | No | NA | NA |
| 114 | Reactive Architecture: Building Scalable Systems | Reactive Architecture | Yes | Yes | No | No | NA | NA |
| 115 | Reactive Architecture: Distributed Messaging Patterns | Reactive Architecture | Yes | Yes | No | No | NA | NA |
| 116 | Reactive Architecture: CQRS and Event Sourcing | Reactive Architecture | Yes | Yes | No | No | NA | NA |
| 117 | Game-playing AI with Swift for TensorFlow | Artificial Intelligence | Yes | Yes | Yes | Yes | NA | NA |
| 118 | MapReduce and YARN | Big Data Analytics | Yes | Yes | No | Yes | NA | NA |
| 119 | Apache Pig 101 | Big Data Analytics | Yes | Yes | No | Yes | NA | NA |
| 120 | Simplifying Data Pipelines with Apache Kafka | Big Data Analytics | Yes | Yes | No | Yes | NA | NA |
| 121 | Mathematical Optimization | Data Science | Yes | Yes | No | Yes | NA | NA |
| 122 | Text Analytics 101 | Data Science | Yes | Yes | No | Yes | NA | NA |
| 123 | Developing Distributed Applications Using ZooKeeper | Big Data Analytics | Yes | Yes | No | Yes | NA | NA |