Guided learning paths

AI learning paths: learn in order, step by step

Courses put in order, stage by stage, for a role or a topic. Pick your track, then the path written for what you do today: you always know which course comes next, and the AI Professor is built into every lesson.

  • 8 paths, across two tracks
  • 50 courses, 1,459 lessons
  • AI Professor in every lesson
  • Certificate of Completion, issued per course

Paths open with the plan for your track: Business, €299 per month, or IT Pro, €399 per month, VAT included. What you’ll learn, track by track

A path is the order in which the courses are worth taking

It is not a separate product and it does not lock you into a stage: it is the guide that tells you what comes next.

  1. Pick a path

    By what you do today and the level you start from: a career path, long and in stages, or a specialization in a single field. On the career paths, the free level assessment in your account shows you where you start.

  2. Activate the plan for its track

    Paths are not bought separately. IT Pro opens the 4 technical paths, Business the 4 non-technical ones, and All Access all 8. The plan also opens the rest of the courses in its track, not only the ones in your path.

  3. Go through the stages in order

    The stages are designed to build on one another, but the order is our recommendation, not a constraint: you can open any course in your plan at any time. In your account you see how much of the path you have covered and which course comes next. What a lesson looks like

  4. Issue a Certificate of Completion for every course you pass

    Once you have finished every lesson of a course and have an average of at least 70% on its quizzes, you issue the Certificate of Completion from your account: a private attestation, with a public verification link. It is issued per course, not per path.

The numbered stages of the “AI Engineering” path in the app, with the courses of the first stage listed under it
Screenshot from the app: the stages of the “AI Engineering” path, with the first stage expanded.

Two long paths, built in stages

One per track. Each stage prepares the next one.

Career path · IT Pro

AI Engineering

The technical career path: build, integrate and ship production AI systems.

The core IT courses in the order the skills build on each other: foundations and prompt engineering, LLM integration with RAG and context engineering, agents with MCP and voice, then evaluation, security and shipping a product.

What the path covers
  • Integrate LLM APIs into production applications with streaming, tool use and error handling
  • Design RAG pipelines and agent memory with context engineering
  • Build AI agents and MCP servers in Python and TypeScript
  • Evaluate and secure LLM applications, then ship an AI SaaS with authentication, billing and observability

These are the skills you practice in the path’s courses. Your actual results depend on the time you put in and on your prior experience.

  1. Stage 1: AI engineering foundations 2 courses · ~52 hours
    1. Introduction to AI Engineering 28 lessons · ~25 h Beginner
    2. The Complete Prompt Engineering Masterclass 32 lessons · ~27 h Intermediate
  2. Stage 2: LLM integration & retrieval 3 courses · ~74 hours
    1. Advanced LLM Integration in Production Applications 24 lessons · ~26 h Advanced
    2. RAG: Retrieval-Augmented Generation in Practice 27 lessons · ~24 h Advanced
    3. Context Engineering and Memory for AI Agents: Beyond Prompting 25 lessons · ~24 h Advanced
  3. Stage 3: Agents & realtime 3 courses · ~76 hours
    1. AI Agents: Architecting and Automating Autonomous Systems 30 lessons · ~26 h Advanced
    2. MCP (Model Context Protocol) — Building Servers and Integrations (Enterprise Edition) 22 lessons · ~25 h Advanced
    3. Voice AI and Realtime Multimodal Agents 30 lessons · ~25 h Advanced
  4. Stage 4: Quality, security & shipping 3 courses · ~75 hours
    1. LLM Evaluation and Testing: Shipping Reliable AI 30 lessons · ~25 h Advanced
    2. AI Security: Defending LLM Applications (OWASP LLM Top 10, Guardrails, Red-Teaming) 30 lessons · ~25 h Advanced
    3. Build and Ship a Production AI SaaS: From Idea to Paying Users 30 lessons · ~25 h Advanced
Career path · Business

AI for Management & Business

The career path for leaders: apply AI in every department, with governance done right.

The Non-IT career path for people who lead teams or run a business: leadership in the AI era, concrete applications in sales, HR, finance, operations and customer support, then delivery and compliance. No code.

What the path covers
  • Lead AI adoption in your team with change-management frameworks such as ADKAR and Kotter
  • Apply AI in sales, HR, finance, operations and customer support
  • Run discovery, roadmaps and project planning with AI, with humans in control
  • Understand GDPR and EU AI Act duties and set up internal AI governance

These are the skills you practice in the path’s courses. Your actual results depend on the time you put in and on your prior experience.

  1. Stage 1: Leadership in the AI era 3 courses · ~74 hours
    1. AI for Business Leaders 24 lessons · ~22 h Intermediate
    2. Manager in the AI Era: Leading Your Team Through the AI Transformation 30 lessons · ~24 h Intermediate
    3. AI for Entrepreneurs and Startups: The Complete Guide 30 lessons · ~28 h Intermediate
  2. Stage 2: AI in every department 5 courses · ~125 hours
    1. AI for Sales and CRM 28 lessons · ~25 h Intermediate
    2. AI for HR: Recruiting, Onboarding and L&D — Done Compliantly 30 lessons · ~25 h Intermediate
    3. AI for Finance and Accounting Professionals 30 lessons · ~25 h Intermediate
    4. AI for Operations and Supply Chain 30 lessons · ~25 h Intermediate
    5. AI for Customer Support and Service 30 lessons · ~25 h Intermediate
  3. Stage 3: Delivery & compliance 2 courses · ~50 hours
    1. AI for Project and Product Management 30 lessons · ~25 h Intermediate
    2. AI Data Privacy and EU AI Act Compliance for Professionals 30 lessons · ~25 h Intermediate

Specializations in your field

Shorter paths, each on a single field. Take one as a first step, if you know exactly what interests you, or after a career path, to go deeper.

For tech professionals

Technical specializations for developers, ML engineers, and DevOps, SRE and security teams. Browse the IT Pro courses in the catalog

3 specializations
IT Pro Beginner → Expert

AI-Native Developer

The tools that are reshaping software development: prompt-to-app builders, terminal-first agentic coding and an AI-native IDE.

For: Developers who want to ship faster with AI tools

3 courses 80 lessons ~74 hours
  1. Vibe Coding: From Prompt to Application with Lovable, v0, Bolt and Replit Agent 22 lessons
  2. Claude Code Mastery: Agentic Coding from the Terminal (multi-file, git, CI, MCP) 28 lessons
  3. Cursor as a Pro: AI-Native IDE, Composer and Multi-Agent 2026 (Enterprise Edition) 30 lessons
Opens with IT Pro: €399/month, VAT included Start this specialization Or read a free preview of the first course
IT Pro Advanced

AI for Operations & Security

Run models in production, defend infrastructure with AI and secure the AI systems you build.

For: DevOps and SRE engineers, ML platform engineers, security engineers, SOC analysts

5 courses 150 lessons ~125 hours
  1. MLOps: The Machine Learning Lifecycle in Production 30 lessons
  2. AI for DevOps and SRE: AIOps in Practice 30 lessons
  3. Edge AI and On-Device Intelligence 30 lessons
  4. AI for Cybersecurity: Threat Detection and SOC Operations 30 lessons
  5. AI Security: Defending LLM Applications (OWASP LLM Top 10, Guardrails, Red-Teaming) 30 lessons
Opens with IT Pro: €399/month, VAT included Start this specialization Or read a free preview of the first course

For any field

Applied specializations for everyday productivity, marketing and content, and knowledge professions. Browse the Business courses in the catalog

3 specializations
Business Beginner

Getting Started with AI: Everyday Productivity

Your first AI path: practical tools for office work, data and your career, with no technical background.

For: Office professionals, knowledge workers, anyone starting out with AI

4 courses 119 lessons ~98 hours
  1. The AI Productivity Masterclass for Knowledge Workers 30 lessons
  2. Microsoft 365 Copilot for Office Work: Role-Based Productivity 32 lessons
  3. No-Code Data Analysis with AI: ChatGPT, Excel and SQL for Non-Programmers 27 lessons
  4. AI for Your Job Search and Career Growth 30 lessons
Opens with Business: €299/month, VAT included Start this specialization Or read a free preview of the first course
Business Beginner → Intermediate

Marketing & Content with AI

Produce content with AI across text, images and video, and optimize it for search and AI answer engines.

For: Marketers, copywriters, content creators, e-commerce teams

6 courses 177 lessons ~159 hours
  1. AI for Digital Marketing 31 lessons
  2. SEO and AEO/GEO in the AI Era: Optimizing for Google, AI Overviews and Generative Engines 30 lessons
  3. AI for E-commerce and Retail 30 lessons
  4. AI for Content Creation and Copywriting 29 lessons
  5. AI Image Generation: The Complete Guide from Prompt to Publishing 26 lessons
  6. AI Video Creation and Editing: From Script to Publish 31 lessons
Opens with Business: €299/month, VAT included Start this specialization Or read a free preview of the first course
Business Beginner → Intermediate

AI for Specialized Professions

AI applied where accuracy and integrity matter: law, research, education, coaching and consulting.

For: Legal professionals, researchers, teachers, coaches, consultants and freelancers

5 courses 151 lessons ~125 hours
  1. AI for Legal Professionals 30 lessons
  2. AI for Research and Academia 30 lessons
  3. AI for Educators and Teachers 31 lessons
  4. AI for Coaches and Course Creators 30 lessons
  5. AI for Consultants and Freelancers: Build a Solo AI-Powered Business 30 lessons

Supplementary educational material. It does not replace mandatory professional training and does not confer the right to practise a regulated profession.

Opens with Business: €299/month, VAT included Start this specialization Or read a free preview of the first course

What you get, on any path

The same tools in every course, whichever path you choose.

The “Paths” page in the app

See how far you have come and what comes next

The path appears as a map: a terrace for each stage and a tile for each course, with the place you have reached.

  • How much of the path you have covered, as a percentage, and how many courses you have finished at each stage
  • The next course in the path, one click away: you pick up where you left off
  • A finished course counts in every path that contains it
  • Medals at 25%, 50%, 75% and 100% of a path’s lessons

You mark each lesson as completed yourself. The paths in your account come with a plan; with a single course purchased, its progress stays in your account, and the page shows you what you already have from each path.

The road of the “AI Engineering” path as a map in the app: a terrace for each stage, a tile for each course and a marker on the first course
Screenshot from the app: the road of the “AI Engineering” path, before the first lesson.

In every lesson

The AI Professor starts from the lesson you have open

You ask it in writing or by voice, right from the lesson, and you can listen to the answer on request. Included in every plan and in per-course access, within a fair-use limit. Its panel has four tabs:

  • Conversation: you ask, it answers starting from the lesson
  • Summary: the key ideas of the lesson, point by point
  • AI Quiz: 3, 5 or 10 new questions from the lesson, with explanations
  • Review: flashcards made from the lesson

It is an artificial intelligence system, not a human teacher; its answers may contain errors. Details in the Terms & Conditions.

How the AI Professor works
The AI Professor panel open in a lesson, with its four tabs: Conversation, Summary, AI Quiz and Review
Screenshot from the app: the AI Professor panel, open in a lesson.

For every course you pass

Certificate of Completion, publicly verifiable

Once you have finished every lesson of a course and have an average of at least 70% on its quizzes, you issue the certificate from your account, at no extra cost. It has three tiers: Pass, Merit (from 80%) and Distinction (from 90%).

  • It carries the serial number, the issue date and the tier awarded
  • The QR code and the link on the document lead to the public verification page

A private attestation of course completion. It is NOT a diploma or a state-recognised qualification under Romanian Laws 198/2023, 199/2023 or Government Ordinance 129/2000; employers may take it into account at their own discretion. Verify a certificate · Certification policy

Example of a Cursuri AI Certificate of Completion with sample data: the serial number and the issue date in the top-right corner, the holder’s name, the course, the tier awarded, the percentage of lessons, the average score, the study time, the course version, the issuer and the verification QR code
The real document, an A4 PDF, shown here with sample data: the name, the course and the serial number are placeholders, and the QR code in the image is decorative.

Not sure where to start?

The level assessment is free: you create an account and answer 12–15 questions from the courses of your track’s career path, IT Pro or Business. The report shows your strengths and what is left for you to explore, and it stays in your account.

Create a free account

Which plan opens your path

Paths are not bought separately: they are the recommended order of the courses, and access comes with your subscription.

  • Business4 of 8 paths: management, everyday productivity, marketing, professions
  • IT Pro4 of 8 paths: AI engineering, AI coding tools, machine learning, operations and security
  • All AccessAll 8 paths and the whole catalog, on both tracks

One course

When you care about a single topic in the catalog

€ 99 per month, VAT included No commitment: stop the renewal anytime

about €4 per hour of course

1 course, your choice of 50 25 hours on average
  • All the course’s lessons, exercises and quizzes, about 354 questions per course on average
  • AI Professor in the lessons, included in your subscription
  • Publicly verifiable Certificate of Completion

Business

Marketing, sales, HR, finance, management, legal. No programming.

€ 299 per month, VAT included Billed monthly: stop the renewal anytime

€12 per month for each of the 25 courses

25 Business courses 25 hours per course on average
  • AI for business, marketing and content, sales and CRM, HR, finance, operations, productivity with Copilot
  • Exercises built on real work scenarios, no code
  • AI Professor in every lesson, quizzes and a certificate for every course

IT Pro

Developers, data engineers, architects. Code and production.

€ 399 per month, VAT included Billed monthly: stop the renewal anytime

€16 per month for each of the 25 courses

25 IT Pro courses 25 hours per course on average
  • Prompt engineering, LLMs, RAG, AI agents and MCP, Claude Code and Cursor, computer vision, MLOps, AI security
  • Hands-on projects with production examples
  • AI Professor in every lesson, quizzes and a certificate for every course

All Access

Best value

The whole catalog, both tracks side by side.

€ 499 per month, VAT included Billed monthly: stop the renewal anytime

€10 per month for each of the 50 courses

All 50 courses about 1,257 hours
  • You save €199 a month compared with the two bundles bought separately
  • Learning paths for both profiles
  • AI Professor in every lesson, quizzes and a certificate for every course

Subscriptions renew automatically; you can stop the renewal anytime from your account, and access stays until the end of the period already paid for. As digital content with immediate access, see the withdrawal conditions.

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With a single course you have its lessons, the AI Professor and the course certificate; the paths in your account, however, come only with a plan. Compare all the plans · Give a month of access as a gift

Have a team? The same paths, by number of seats

Company plans open the paths of the track included in the plan for every colleague with an active seat.

Plans for companies
Frequently asked questions

Questions about learning paths

Which path is right for me?

Start from what you do today. Each path is written for a specific audience:

  • AI Engineering (career path, IT Pro): Developers, software engineers, architects, CTOs
  • AI for Management & Business (career path, Business): Managers, directors, entrepreneurs, team leads
  • AI-Native Developer (specialization, IT Pro): Developers who want to ship faster with AI tools
  • Applied Machine Learning (specialization, IT Pro): ML engineers and developers focused on models
  • AI for Operations & Security (specialization, IT Pro): DevOps and SRE engineers, ML platform engineers, security engineers, SOC analysts
  • Getting Started with AI: Everyday Productivity (specialization, Business): Office professionals, knowledge workers, anyone starting out with AI
  • Marketing & Content with AI (specialization, Business): Marketers, copywriters, content creators, e-commerce teams
  • AI for Specialized Professions (specialization, Business): Legal professionals, researchers, teachers, coaches, consultants and freelancers

Career paths are the long ones, in stages. Specializations are shorter, on a single field: you can take one as a first step, if you know exactly what interests you, or after a career path, to go deeper.

How much does a path cost?

Paths are not bought separately: they are the recommended order of the courses in the catalog, and access comes with your subscription.

  • Business — €299 per month, VAT included: opens the non-technical paths
  • IT Pro — €399 per month, VAT included: opens the technical paths
  • All Access — €499 per month, VAT included: the only plan that opens all the paths

If you want just one course from a path, individual access costs €99 per month, VAT included. Before any payment you can read a preview of the first lesson, without an account. See all the plans.

Do I have to take the courses in the order of the path?

We recommend the order of the path: the stages are designed to build on one another. But you are not locked in: you can jump to any course you have access to, at any time. The path remains your guide, not a constraint.

Can I follow several paths in parallel?

Yes. Paths complement each other rather than exclude each other: one way to combine them is a career path as the foundation, plus a specialization in your field.

Courses generally differ from one path to another. Where a course appears in more than one path, progress is counted once: a completed course stays completed in every path that contains it.

Is there an assessment to find out where I start?

Yes, on the two career paths. The level assessment costs nothing and is taken from your account, without a subscription: 12–15 questions from the path’s courses. At the end you see your score on each course of the path, your strengths and what you still have to explore, and the report stays in your account.

Specializations do not have their own assessment: for those you start from the level written next to each one and from the preview of the first lesson of their courses.

What happens after I finish a path?

For each course in the path that you completed in full, with an average of at least 70% on its quizzes, you can issue a Certificate of Completion from your account: a private attestation of completion, with a public verification link; the PDF is ready right away, at no extra cost. The certificate is issued per course; there is no separate certificate for a path. It is not a diploma and not a state-recognised qualification.

On the two career paths you can also take a skills re-assessment, to compare the result with your initial assessment. It unlocks once you have taken the path’s initial assessment and reached 80% of the path. Then you continue with a specialization or with the complementary path.

What happens if I stop halfway through a path?

Your progress stays saved. If you unsubscribe, you keep access until the end of the period already paid for, then you lose access to the lessons, but your progress and results stay in your account, and if you reactivate you continue where you left off.

You can unsubscribe at any time, at no cost, from your account. No pro-rata refund is made for the period in progress; the situations in which we refund as required by law are described in the Terms & Conditions.

I bought a single course. Do I see the paths in my account?

The paths in your account, with path progress and the next course, come with a plan: Business, IT Pro or All Access. With a single course purchased you have its lessons, the AI Professor and the course certificate, and your progress stays in your account.

The Paths page in the app shows you which courses you already have from each path and the plan that brings you the rest of the track’s courses.

Is the AI Professor available throughout the path?

Yes, it is built into every lesson of every path and included in every subscription, within a fair-use limit calculated based on the complexity of requests.

It is an artificial intelligence system, not a human teacher, and its answers may contain errors or incomplete information. Always check official sources before making professional decisions. Details in the Terms & Conditions, section 10.1.

A free preview of every course

Start your first path today

The Business paths open with the Business plan, the technical ones with IT Pro, and all 8 with All Access: €499 per month, VAT included. The AI Professor is built into every plan.

Immediate access after payment Secure payment through Stripe Stop the renewal anytime

ChatGPT, OpenAI, Claude, Anthropic, Gemini, Google, Microsoft 365 Copilot, Cursor, Midjourney and the other product and company names mentioned are trademarks or trade names of their respective owners. Cursuri-AI.ro is an independent training provider and is not affiliated with, sponsored by or endorsed by any of them.