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Knowledge Hub

Courses and Certifications

One place to find every course, certification and learning guide on this site, grouped by field.

62 topics•11 categories•Updated October 2026

AI, Machine Learning & Data

7 entries

Guides for AI engineers, data scientists and data engineers.

01AI Courses and CertificationsMachine learning, generative AI and vendor AI certifications. 02Machine Learning Courses and CertificationsMaths, core ML, deep learning, reinforcement learning and MLOps. 03Data Science Courses and CertificationsPython, statistics, analytics and data science credentials. 04Data Engineering Courses and CertificationsPipelines, lakehouses, Spark, dbt and cloud data engineer exams. 05Free Resources for Learning LLM Inference EngineeringFree path from KV cache basics to vLLM, GPU programming and benchmarking. 06Essential AI ToolsEveryday AI tools plus emerging picks. 07Real-World Use Cases of Apache KafkaNine Kafka use cases with the tools that go with them.

Cloud, DevOps & Infrastructure

5 entries

Guides for platform, operations and infrastructure engineers.

08Cloud Computing Courses and CertificationsCloud learning path across AWS, Azure and Google Cloud. 09Cloud Storage Courses and CertificationsS3, Azure Storage, Google Cloud Storage, SNIA and vendor storage training. 10DevOps Courses and CertificationsCI/CD, Kubernetes, Terraform, GitOps and SRE. 11Networking Courses and CertificationsCCNA, Network+, vendor and cloud networking credentials. 12Embedded Systems Courses and CertificationsC, RTOS, embedded Linux, TinyML and Arm learning.

Cybersecurity

1 entries

Defensive, offensive, cloud and governance credentials.

13Cybersecurity Courses and CertificationsSecurity+, CISSP, CEH, OSCP, GIAC, cloud security and free labs.

Software Development & Quality

5 entries

Guides for developers and testers.

14Web Development Courses and CertificationsHTML, CSS, JavaScript, frameworks, full stack and accessibility. 15Mobile App Development Courses and CertificationsAndroid, iOS, Flutter and React Native. 16Game Development Courses and CertificationsUnity certification, Unreal, Godot and graphics. 17Software Testing Courses and CertificationsISTQB, test automation, performance and security testing. 18Blockchain Courses and CertificationsBitcoin, Ethereum, Solidity, Hyperledger and Web3.

Emerging Technology

2 entries

Quantum computing and robotics.

19Quantum Computing Courses and CertificationsQuantum courses, SDK learning and the Qiskit certification. 20Robotics Courses and CertificationsRobotics, ROS 2, physical AI and vendor robot training.

Management, Product & Business

5 entries

Guides for managers, analysts and marketers.

21Project Management Courses and CertificationsPMP, CAPM, PRINCE2, agile and Scrum. 22Product Management Courses and CertificationsProduct discovery, Scrum Product Owner and SAFe. 23Business Analysis Courses and CertificationsIIBA ECBA, CCBA, CBAP, BPMN and BI tools. 24Marketing Courses and CertificationsGoogle, HubSpot, Meta Blueprint, SEO and analytics. 25Finance Courses and CertificationsCFA, FRM, CPA, ACCA, CMA and Indian qualifications.

Healthcare & Education

4 entries

Industry and professional fields.

26Healthcare Courses and CertificationsHealth informatics, HL7 FHIR, coding, quality and HIPAA. 27Revenue Cycle Management (RCM) SolutionsRCM vendors and services for healthcare finance teams. 28Education Courses and CertificationsTeaching, instructional design, EdTech and India teacher qualifications. 29Education in IndiaIITs, NITs, IIITs, IIMs, universities and top colleges.

Certification Directories & Training Providers

7 entries

Broad directories across IT.

30IT CertificationsCloud, security, networking and project management certifications. 31IT Certifications GuideCloud, Kubernetes, security, networking, data and agile certifications. 32IT Training Service ProvidersBootcamps, online platforms and corporate training. 33AI CertificationsAI courses and credentials from universities and platforms. 34AI/ML CertificationsNine AI and ML exams compared for DevOps, MLOps and GenAI engineers. 35Cloud Computing CoursesMOOCs, provider training, free tutorials and Indian institutes. 36Cloud Computing CertificationsAWS, Azure, Google Cloud, CKA, CompTIA Cloud+, CCSP and CCSK.

Free Courses, Tutorials & GitHub Repositories

13 entries

Self-learning resources.

37Free AI CoursesFree AI courses from top universities. 38AI and Machine Learning ResourcesSelf-learning resources for AI and machine learning. 39Learn Data ScienceFree data science courses, tutorials and cheat sheets. 4016 GitHub Repos That Teach AI TechnologiesCurated learning roadmap of GitHub repositories. 41GitHub Repositories for AI EngineersCurated learning directory for AI engineers. 42GitHub Repositories to Build AI AgentsLearning resources for LLM and agent development. 43GitHub Repositories to Learn KubernetesKubernetes the Hard Way, examples and kind. 44GitHub Repositories for DevOps EngineersLearning repositories for DevOps. 45Kubernetes TutorialsOfficial docs, hands-on labs and cloud guides. 46Microservices TutorialsSpring Boot, Spring Cloud, .NET Aspire, Dapr and more. 47IT TutorialsFree programming, cloud, database and networking guides. 48Python TutorialsTutorials, courses and references for Python. 49Resources for Software EngineersFree courses, roadmaps and interview prep.

Subject Resource Hubs

9 entries

Learning resources by subject.

50Quantum Computing ResourcesCourses, articles, research and labs. 51Robotics ResourcesCurated web resources, research and learning hub. 52IoT and Sensor ResourcesSelf-learning resources for IoT and sensors. 53Blockchain ResourcesGuides, whitepapers, books and courses. 54Cybersecurity ResourcesCybersecurity learning resources. 55Reliability Engineering ResourcesSelf-learning resources for reliability engineering. 56MathematicsReference, discrete and applied maths, and courses. 57Linear AlgebraCourses, textbooks and library guides. 58PhysicsCourses, reference, labs and simulations.

Education in India

4 entries

Institutions and rankings.

59Top UniversitiesTop universities in India. 60Top Engineering CollegesTop engineering colleges in India. 61Top Management InstitutesTop management institutes in India. 62Central UniversitiesCentral universities in India.

Frequently Asked Questions

Where do I start?

Pick the guide for your field in the sections above. Each guide gives a step-by-step learning path and links to the best free and paid courses and certifications, with notes on which sites block automated checks.

Which pages cover IT certifications in general?

IT Certifications and IT Certifications Guide cover cloud, security, networking, data and project management credentials. IT Training Service Providers lists bootcamps and corporate trainers.

Are there free options?

Yes. Many guides focus on free courses, open textbooks and GitHub repositories, such as Free AI Courses, the GitHub learning repositories and the LLM inference engineering guide.

How are the guides kept current?

Each guide was link-checked in October 2026 and carries a currency note. Exam names, prices and catalogues change often, so confirm details on the provider's site.

How current is this page?

This hub links only to pages on this site; each linked guide has its own link checks, currency notes and caveats. Exam names, prices and course catalogues change often, so confirm details on each provider's own site. Listing is not an endorsement.