Official free learning: business and computers
39 selected entries across 32 providers, reviewed 4 October 2026. This is a broad discovery pass, not an exhaustive worldwide catalogue or complete review of each syllabus. Read the access boundary before following a link.
Webinars and recordings · Selected syllabus evidence · Machine-readable catalogue
Choose a learning purpose
Business foundations: start with HP LIFE, OpenLearn, Saylor or Khan Academy, then study CRM and ERP through suitable HubSpot, Salesforce or SAP material.
Computing foundations: choose one sequence from CS50, Helsinki, freeCodeCamp or The Odin Project. Use MDN for web explanations and GitHub resources for collaboration.
Business with computing: define a business task, inspect data and process requirements, then choose analytics, automation, cloud or AI material. Product training should be compared with vendor-neutral foundations.
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Google — Python class
Topics: Programming, data cleaning and automation
Before starting: Basic programming familiarity helps; the course is not a complete computer-science degree.
Access boundary: Free public lessons and exercises.
Original business practice: Use Python to validate a synthetic order record.
Review scope: Official overview or module page; not every exercise, credential or linked service reviewed
Google — Machine Learning Crash Course
Topics: AI and machine learning foundations
Before starting: Begin with Python, algebra and basic statistics; use the course prerequisites.
Access boundary: Free public self-study; no paid certificate is promised here.
Original business practice: Define a business prediction task and a non-ML baseline.
Review scope: Official overview or module page; not every exercise, credential or linked service reviewed
Google — Linear regression
Topics: Regression and prediction
Before starting: Work through ML foundations and distinguish prediction from causation.
Access boundary: Free public module.
Original business practice: Compare forecast errors with a simple mean baseline.
Review scope: Official overview or module page; not every exercise, credential or linked service reviewed
Google — Classification
Topics: Classification and decision thresholds
Before starting: Understand labels and basic probabilities.
Access boundary: Free public module.
Original business practice: Explain the cost of false positives and false negatives in a support queue.
Review scope: Official overview or module page; not every exercise, credential or linked service reviewed
Google — Generalisation and overfitting
Topics: Dataset splits and validation
Before starting: Study models and datasets first.
Access boundary: Free public module.
Original business practice: Identify how customer duplicates could leak across a train/test split.
Review scope: Official overview or module page; not every exercise, credential or linked service reviewed
Google — ML fairness
Topics: Responsible AI and governance
Before starting: Study classification and evaluation; a module is not a fairness certification.
Access boundary: Free public module.
Original business practice: Identify affected groups, review authority and appeal evidence.
Review scope: Official overview or module page; not every exercise, credential or linked service reviewed
Google — Introduction to large language models
Topics: NLP and language models
Before starting: Start with ML fundamentals; learning content does not supply a production API.
Access boundary: Free public module; external services are separate.
Original business practice: Draft an evaluation plan for a customer-support assistant using synthetic cases.
Review scope: Official overview or module page; not every exercise, credential or linked service reviewed
IBM — SkillsBuild learning catalogue
Topics: AI, data, cybersecurity, cloud and workplace skills
Before starting: Choose the appropriate adult or university audience and inspect each course requirement.
Access boundary: IBM describes SkillsBuild learning as free. Registration may be needed; catalogue content can depend on audience and location. Individual credential requirements were not fully audited.
Original business practice: Select data fundamentals, then create a business data dictionary and a privacy-aware analysis plan.
Review scope: Official overview or module page; not every exercise, credential or linked service reviewed
Microsoft — Microsoft Learn training
Topics: Data analysis, cloud, security and business automation
Before starting: Filter for beginner modules and the relevant product.
Access boundary: Free self-paced training; exams, instructor-led offerings, product licences and cloud consumption may involve charges. Check each exercise before provisioning services.
Original business practice: Find a data-analyst or app-maker module and connect it to a departmental workflow.
Review scope: Official overview or module page; not every exercise, credential or linked service reviewed
AWS — Skill Builder digital training
Topics: Cloud; AI; security
Before starting: Begin with cloud fundamentals; inspect account and lab requirements.
Access boundary: Selected digital courses are free. The full immersive experience can require a subscription; cloud consumption and exams are separate.
Original business practice: Map a small-business application to compute, storage, access and cost responsibilities.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-12
Salesforce — Trailhead
Topics: Business; CRM; automation
Before starting: Start with beginner modules; an account supports practice and progress.
Access boundary: Trailhead advertises free hands-on learning. Product subscriptions, professional exams and other training offerings are separate.
Original business practice: Map enquiry, qualified lead, opportunity and customer as distinct records.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-03
Cisco — Networking Academy
Topics: Security; networks; programming
Before starting: Choose an introductory self-paced course and check equipment requirements.
Access boundary: Official page offers free self-paced courses. Do not assume every instructor-led partner course or certification exam is free.
Original business practice: Draw a network for sales, finance and production and justify access separation.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-13
NVIDIA — Developer learning resources
Topics: AI; accelerated computing; programming
Before starting: Some material expects Python, ML or GPU familiarity; inspect individual prerequisites.
Access boundary: Developer learning resources include free access. DLI courses are mixed-price; no unlimited free course or hardware entitlement is claimed.
Original business practice: Compare a CPU baseline with an accelerated approach, including workload and cost assumptions.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-16
SAP — Learning journeys
Topics: Business; ERP; data; cloud
Before starting: Understand departmental processes before studying a product-specific journey.
Access boundary: Free self-paced learning is available. Guided premium live sessions and practice systems may need a Learning Hub subscription; exams are separate.
Original business practice: Map order-to-cash across sales, fulfilment and finance with shared identifiers.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-01, global-brief-04
Oracle — Free foundations through Oracle University
Topics: Cloud; AI; enterprise applications
Before starting: Choose the explicitly free foundations offer; check the specific course and credential terms.
Access boundary: The official page advertises selected free foundations training and certifications. Unlimited Learning Subscription is a separate paid offering.
Original business practice: Describe an enterprise data flow and the responsibilities for cloud access and review.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-12
Red Hat — Free technical overviews
Topics: Cloud; Linux; systems
Before starting: Choose the technical-overview section; introductory operating-system knowledge helps.
Access boundary: The resources page identifies free technical overviews. Broader learning subscriptions and advanced courses may be paid.
Original business practice: Explain users, permissions, processes and service recovery for a business server.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-13
MongoDB — MongoDB learning and skill badges
Topics: Data; databases; AI
Before starting: Know basic records and queries; inspect the chosen path and account requirements.
Access boundary: Catalogue labels selected skills and badges free and instructor-led training paid. Atlas service usage has separate terms.
Original business practice: Model a synthetic customer/order document and identify integrity and query tradeoffs.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-10
HubSpot — Academy
Topics: Business; marketing; sales; automation
Before starting: Begin with a relevant fundamentals course; an account is used for learning.
Access boundary: Academy advertises free online courses. Commercial tools and product-specific practical requirements need separate checking.
Original business practice: Create a customer journey and specify feedback ownership at each handoff.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-03
HP LIFE — Business and digital skills
Topics: Business; workplace; entrepreneurship; data
Before starting: Suitable for a foundation route; select the available course language.
Access boundary: HP LIFE describes its business and digital-skills programme as free. Individual completion conditions still apply.
Original business practice: Build a small-business offer, basic cash timeline and professional communication sample.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-01, global-brief-03, global-brief-06
The Open University — OpenLearn free courses
Topics: Business; data; workplace; research
Before starting: Filter by introductory, intermediate or advanced level and estimated effort.
Access boundary: OpenLearn courses are free to study. This is separate from enrolling in a formal degree; recognition varies by course.
Original business practice: Compare management explanations and write a bounded application to an Indian SME.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-05, global-brief-07, global-brief-17, global-brief-18
Saylor — Free self-paced course catalogue
Topics: Business; programming; mathematics
Before starting: Inspect a course outline and assessments before selecting a sequence.
Access boundary: Catalogue courses are free to learn. Credit arrangements and proctored services have separate conditions; do not infer automatic transfer credit.
Original business practice: Choose a business or computing course and map its outcomes to a personal study plan.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-02, global-brief-06
Hugging Face — LLM course
Topics: AI; NLP; programming
Before starting: Python and introductory ML help; inspect the course requirements before advanced chapters.
Access boundary: The course introduction states the learning is free. Hosted model inference, hardware and other platform services have separate limits and pricing.
Original business practice: Evaluate a text-classification task with synthetic cases and an explicit error-cost table.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-16
fast.ai — Practical Deep Learning for Coders
Topics: AI; data; programming
Before starting: Some coding experience is expected; course support covers required mathematical ideas.
Access boundary: Course learning is free. Notebook hosting availability and quotas must be checked independently; no perpetual compute allowance is promised.
Original business practice: Define a business prediction problem, baseline and held-out evaluation before training.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-08, global-brief-16
freeCodeCamp — Interactive programming curriculum
Topics: Web; programming; data
Before starting: Begin with the current foundational curriculum and inspect its project requirements.
Access boundary: Free learning is described in official material. The curriculum page rendered little text in retrieval; individual current modules were not audited.
Original business practice: Build an accessible business enquiry form and validate inputs with synthetic examples.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-09
The Odin Project — Full-stack development curriculum
Topics: Web; programming; systems
Before starting: Start with Foundations and prepare a local development environment.
Access boundary: The official site describes a free full-stack curriculum. External hosting and services are separate.
Original business practice: Build a small stock or order application and explain validation and version control.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-11
Databricks — Training and fundamentals
Topics: Data; AI; engineering
Before starting: Start with fundamentals; SQL and Python help for more advanced data engineering.
Access boundary: Selected fundamentals and listed training are marked free. Account eligibility, platform use and certifications must be checked separately.
Original business practice: Trace ingestion, transformation, quality checks and a business report in a synthetic pipeline.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-14, global-brief-15
Snowflake — Free on-demand workshops
Topics: Data; engineering; cloud
Before starting: Start with data warehousing and SQL basics; inspect workshop setup.
Access boundary: The catalogue has a Free OnDemand area and free badge workshops. Trial accounts, consumption and other offerings have separate terms.
Original business practice: Create a warehouse model with clearly defined sales measures and reconciliation checks.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-10, global-brief-15
UiPath — Academy automation learning
Topics: Business; automation; AI
Before starting: Study the process and exceptions before automating it; choose a beginner learning plan.
Access boundary: Official Academy FAQ describes courses and learning plans as free. Software licensing, certification exams and services are separate.
Original business practice: Map a repetitive invoice task, exception owner, retry rule and human approval boundary.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-04
Tableau — Free training videos
Topics: Data; visualisation; business
Before starting: Know basic tables and metrics; use synthetic data in public learning environments.
Access boundary: This is the official free training-video area. Tableau product licences and certifications are separate; do not publish confidential data to a public portfolio.
Original business practice: Build a chart with explicit units, denominator, period and a justified baseline.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-14
SWAYAM — Indian open-course platform
Topics: Business; programming; data; research
Before starting: Inspect the individual syllabus, dates, prerequisites and assessment schedule.
Access boundary: Learning is free; certification generally requires a paid proctored exam and course-specific eligibility.
Original business practice: Map a selected course unit to a chapter, exercise and revision question in the library.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-18
NPTEL — Engineering and management courses
Topics: Programming; engineering; data; business
Before starting: Inspect an individual offering or archive and distinguish current enrolment from archived videos.
Access boundary: Enrolment and learning are free; optional certification exams have fees. Current course-specific terms take precedence.
Original business practice: Choose a computing or management topic and produce a concept–framework–example study record.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-18
University of Helsinki — Open online courses
Topics: Programming; AI; data
Before starting: Inspect each course’s language, version, prerequisites and available learning environment.
Access boundary: University policy states MOOC participation is free. Formal credit registration can have separate conditions and fees depending on course.
Original business practice: Study a programming sequence and produce a tested synthetic business calculation.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-09
University of Helsinki — Elements of AI
Topics: AI; business; responsible technology
Before starting: Beginner conceptual route; inspect the selected course version and language.
Access boundary: Official course indexing describes free course access. Certificate terms differ across related courses; no universal free certificate claim is made.
Original business practice: Write an AI opportunity brief that distinguishes automation, prediction and human judgement.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-17
Linux Foundation — Free open-source learning resources
Topics: Cloud; systems; programming; security
Before starting: Filter for an introductory free course or webinar; inspect technical prerequisites.
Access boundary: The resources page describes a free collection of courses, videos and webinars. Other training subscriptions and certification exams are separate.
Original business practice: Explain deployment, service ownership and recovery for a synthetic business application.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-12
GitHub — Learn and Git/GitHub resources
Topics: Programming; collaboration; systems
Before starting: Start with version-control foundations; a GitHub account may be needed for exercises.
Access boundary: Official GitHub documentation links free GitHub-authored learning paths. Copilot, compute quotas and certification products have separate terms.
Original business practice: Use commits and review to document a calculation change and preserve an earlier version.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-01, global-brief-11
MDN — Web development learning
Topics: Web; programming; accessibility
Before starting: Use getting-started modules before core HTML, CSS and JavaScript.
Access boundary: Public learning documentation is readable without payment. Linked third-party courses may mix free and paid components.
Original business practice: Create a keyboard-accessible enquiry page with understandable error messages.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-11
Harvard CS50 — CS50x public course
Topics: Programming; algorithms; data
Before starting: Introductory computing route; allow time for problem sets and projects.
Access boundary: Public course materials are available. A free CS50 certificate has stated completion requirements; an edX verified certificate is a separate offering.
Original business practice: Explain an algorithm, implement a small synthetic business task and test its boundaries.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-09
MIT — OpenCourseWare
Topics: Business; programming; data; research
Before starting: Choose one archived course and inspect its syllabus and prerequisites.
Access boundary: OCW is a free public collection. Required textbooks, linked tools and every assignment environment are not necessarily free; no degree credit is granted by browsing.
Original business practice: Compare a selected syllabus with a personal route and record missing practical or theoretical coverage.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-05, global-brief-07
Khan Academy — Economics and finance foundations
Topics: Business; economics; mathematics
Before starting: Start with basic economics and arithmetic; some content uses US examples.
Access boundary: Khan Academy learning is free. The destination rendered little text in retrieval; current individual units were not fully reviewed.
Original business practice: Explain opportunity cost, elasticity or a financial statement using an invented local-business example.
Review scope: Selected official overview, catalogue, access policy or indexed course introduction; not every module, lab, certificate or linked service reviewed
Related library readings: global-brief-02, global-brief-08
Turn a resource into study
Choose one question, read or watch, reconstruct the idea without looking, apply it to synthetic business data, compare alternatives and record a limitation. Return later for retrieval practice. Do not confuse familiarity, a badge and the ability to solve a new problem.
Review gaps and next searches
- World Bank: Overview failed retrieval; individual learning availability and free access still need verification.
- Kaggle: Index located; current individual course syllabus and access conditions need deeper review.
- Databricks webinars: Candidate URL inaccessible in retrieval. Not counted as a reviewed webinar directory.
- Oracle events: Redirect target failed retrieval; event details and access remain unverified.
- Additional public and professional providers: Coursera/edX audit terms, FutureLearn, OpenWHO, ITU, UN agencies, professional bodies and further regional providers require individual checks. They are not assumed universally free.
Directories and access terms are manually reviewed snapshots. A free lesson does not imply free cloud consumption, unlimited hardware, software licensing, examination credit or every linked credential.