Beginner courses
AI courses for beginners
44 courses in the catalogue are pitched at beginners. The useful distinction is not difficulty but whether a course expects you to write code.
Two questions decide where a beginner should start. First, do you need to code? Many of the strongest beginner courses are entirely no-code, aimed at understanding and applying AI rather than building it. Second, do you want a credential or the knowledge? Several courses below are free to learn from with an optional paid certificate.
| Course | Provider | Level | Duration | Price | Best for |
|---|---|---|---|---|---|
| AI for Everyone | DeepLearning.AI via Coursera | Beginner | ~6 hrs | Free / $49 | Non-technical professionals who need to understand AI and lead AI projects without writing code. |
| Google AI Essentials · Our review | Google via Coursera | Beginner | ~10 hrs | $49 | Business and marketing professionals who use Google Workspace and want a practitioner AI credential backed by Google. |
| AI & Data Analyst TrackAffiliate · Our review | DataCamp | Beginner-Adv | Ongoing | $14-25/mo | Analysts who want interactive browser-based learning across SQL, Python, and AI, deepest platform for data-oriented learners. |
| AI for Business Professionals | LinkedIn Learning | Beginner | Self-paced | $29-40/mo | Business, marketing, and creative professionals who want practical AI skills and a credential visible on their LinkedIn profile. |
| Microsoft Azure AI Fundamentals (AI-900) | Microsoft Learn | Beginner | ~15 hrs | $165 exam | Business and IT professionals who want a recognised Microsoft credential for AI fundamentals in Azure environments. |
| Data Science & AI Program | Turing College | Beginner | 4-8 months | ~$3,500 | Career changers who want a structured AI/ML program with peer review and a strong European network. |
| AI and Machine Learning Skill Path | Pluralsight | Beginner | ~40 hrs | $21/mo | Enterprise developers whose company has a Pluralsight licence and want structured AI skill assessments. |
| Data Science Microcredential | Monash University via Coursera | Beginner | ~3 months | $49/mo | Australian professionals who want a local university credential recognised by Australian employers. |
| Python for Machine Learning and Data Science | Udemy (Jose Portilla) | Beginner | ~25 hrs | $15-200 | Beginners who want the most comprehensive Python and ML course at the lowest price point. |
| Data Scientist in Python Career Path | Dataquest | Beginner | ~6 months | $33/mo | Analysts who want a project-based, code-first alternative to DataCamp. |
| Data Science Immersive | General Assembly | Beginner | 12 weeks | ~$16,450 | Career changers who want a structured full-time bootcamp with strong hiring networks. |
| AI for Business Leaders Path | LinkedIn Learning | Beginner | ~8 hrs | $29-40/mo | Senior managers who need AI strategy and governance understanding without technical depth. |
| Machine Learning Crash Course | Google Developers | Beginner | ~15 hrs | Free | Developers who want a fast, free, practical intro to ML from Google, updated with LLM content in 2024. |
| Machine Learning and AI Fundamentals Skill Path | Codecademy | Beginner | ~6 months | $17/mo | Absolute beginners who want the most hand-held, interactive intro to coding and ML available, no blank-page anxiety. |
| AI Programming with Python Nanodegree | Udacity | Beginner | ~3 months | ~$399/mo | Beginners who want a mentor-supported, project-based Python and AI foundations programme with a clear structure. |
| AI Fluency, Working with Claude | Anthropic Academy | Beginner | ~8 hrs | Free | Non-technical professionals who want structured, authoritative training on using Claude effectively, from the company that built it. |
| OpenAI Academy | OpenAI | Beginner | Self-paced | Free | Anyone who wants structured, official training on ChatGPT and OpenAI tools from the company that built them, across work, education, and developer use cases. |
| Neural Networks (visual series) | 3Blue1Brown | Beginner | ~4 hrs video | Free | Anyone who wants visual intuition for how neural networks and transformers work before formal study. |
| AI Foundations for Everyone Specialization | IBM via Coursera | Beginner | ~3 months | $49-79/mo | Complete beginners who want a structured, certificate-backed grounding in what AI is and how it is used in business. |
| Microsoft Azure AI Fundamentals (AI-900) Exam Prep | Microsoft via Coursera | Beginner | ~1 month | $49-79/mo | Professionals who want a recognised Microsoft AI certification on their CV without a coding prerequisite. |
| Understanding Artificial IntelligenceAffiliate · Our review | DataCamp | Beginner | ~2 hours | $14-25/mo | Data-curious professionals who want an interactive, exercise-driven AI primer rather than passive video. |
| Generative AI for Business Leaders | LinkedIn Learning | Beginner | ~1.5 hours | Sub $39.99/mo or trial | Executives and managers who need the strategic view of generative AI in 90 minutes, from LinkedIn’s own CPO. |
| What Is Generative AI? | LinkedIn Learning | Beginner | ~1 hour | Sub $39.99/mo or trial | Total beginners who want the shortest credible answer to what generative AI is and why it matters. |
| Executive Briefing: Artificial Intelligence | Pluralsight | Beginner | ~2 hours | Sub ~$29/mo | Time-poor executives who want the AI landscape explained in plain business language in under two hours. |
| Introduction to Neural Networks | Brilliant | Beginner | ~8 hours | Sub ~US$13/mo | Beginners who learn by doing and want to build neural network intuition through interactive problem solving. |
| AI: Implications for Business Strategy | MIT Sloan via GetSmarter | Beginner | ~6 weeks | ~A$4,500 | Senior leaders who want the MIT Sloan name behind their AI strategy credential and a peer cohort of executives. |
| Artificial Intelligence in Medicine Certificate | University of Illinois | Beginner | ~6 hrs | $750 | Practising clinicians who want a plain-language grounding in AI in medicine, with CME credit and no coding. |
| AI in Clinical Medicine | Harvard Medical School | Beginner-Adv | 3 days | $1,200-$2,500 | Clinicians treating patients (physicians, nurses, NPs, clinical leaders) who want AI fundamentals plus practical clinical integration. |
| Developing AI Policy | Fred Hutch via Coursera | Beginner-Adv | ~10 hrs | Free / $49 | Public-sector and organisational professionals who need to actually write and develop an AI policy. |
| Generative AI in Adobe Creative Cloud Specialization · Our review | Adobe via Coursera | Beginner | ~4 weeks | $49/mo | Graphic designers who want official, hands-on training in generating and editing visuals across Photoshop, Illustrator and Express. |
| AI Governance | University of Oxford (Said Business School) | Beginner | ~2 weeks | Free / $49mo | Policy advisors, public-sector staff and business leaders who want a free, university-grade grounding in AI governance frameworks. |
| Using AI Imagery for Illustration and Design | LinkedIn Learning | Beginner | ~2 hrs | $29-40/mo | Illustrators and designers who want practical training in generating assets for real composite work, not just prompting demos. |
| Using AI Tools for UX Design | LinkedIn Learning | Beginner | ~2 hrs | $29-40/mo | UX designers who want tactical, tool-specific technique for using AI across a design project, rather than broader strategic framing. |
| Generative AI for Graphic Designers | Adobe via Coursera | Beginner | ~2 hrs | Free / $49mo | Designers who want a fast, low-commitment first taste of generative AI in Illustrator before committing to a longer program. |
| Generative AI for Digital Marketing | IBM via Coursera | Beginner | ~37 hrs | $49/mo | Digital marketers and content creators who want one broad, job-ready program applying generative AI across the whole marketing stack. |
| AI for Marketing Specialization | Emory University via Coursera | Beginner-Adv | ~4 months | $49/mo | Marketers who want university-grade strategic grounding plus applied generative-AI content skills across the customer journey. |
| AI in Digital Marketing: Master ChatGPT and 100+ AI Tools | Udemy | Beginner-Adv | ~6 hrs | $15-30 | Practitioners who want an inexpensive, immediately-applicable toolkit and prompt library across every marketing channel. |
| Generative AI in Design | Simplilearn SkillUp | Beginner | ~3 hrs | Free | Graphic and UX/product designers wanting a free, structured first course on generative AI in the design process, with a shareable certificate. |
| Free Adobe Firefly AI Course | Simplilearn SkillUp | Beginner | ~2 hrs | Free | Designers who want a free, tool-focused introduction to Adobe Firefly, the commercially-safe generative image tool. |
| AI Skills for Healthcare Professionals | Health AI CPD | Beginner | ~2 hrs | Free | Busy clinicians who want a free, practical grounding in using AI tools like ChatGPT to save time and work smarter in a clinical setting. |
| Evaluations of AI Applications in Healthcare · Our review | Stanford Medicine via Coursera | Beginner | ~10 hrs | Free / $49 | Clinicians who want a free, high-prestige introduction to judging whether AI healthcare tools actually work, with CME credit available. |
| AI Adoption, Policy, and Governance | University of Waterloo (WatSPEED) | Beginner | ~8 hrs | Paid | Public-sector policy leaders and government executives who want to get up to speed quickly on regulating and governing AI, without the technical depth. |
| AI and Policy Governance | Purdue University | Beginner-Adv | ~15 hrs | Paid | Policy and public-sector professionals who want an affordable, always-open self-paced micro-credential covering the AI policy landscape. |
| AI and Digital Transformation in Government | UNESCO and Oxford (Said Business School) | Beginner | ~12 hrs | Free | Civil servants and public leaders at all levels who want a free, top-tier grounding in responsible AI and digital transformation in government. |
Choosing between them
If your goal is workplace fluency rather than a technical career, the no-code options are not a compromise, they are the correct choice. Our guide for business professionals and Google AI Essentials review both cover that path. If you intend to go technical eventually, starting with a beginner course that uses Python will save you a step later.
Not sure which of these fits you?
Six questions, all 108 courses scored against your role, level, budget and time.
Compare 108 AI courses and find your match →