Scattered resources
Thousands of good courses, and no guide to which ones matter or in what order.
Global Technology & AI Programme · Starts 4 January 2027
AI is not one skill. It is a stack.
Fullstack Intelligence takes you from your first Python program to a working AI application, one connected layer at a time, with a project at every step.
12 monthsJan–Dec 2027
100% virtualIn-person on request
16 hrsper week
USD 1,000Instalments available
06 Generative AI
05 APIs & Backend
04 Mathematics for AI
03 SQL & Data
02 Git & GitHub
01 Python
The problem
Six tutorials don’t make one skill set.
Behind every AI assistant sits ordinary, well-built software: Python code, version control, data, a little mathematics and APIs, with a model on top. Most people learn these separately and struggle to connect them.
No clear sequence
Learners jump to AI before they can query data or ship an API, then stall.
Nothing to show
Certificates without projects say little about what you can actually build.
The Six-Layer Curriculum
Each layer builds on the one below it.
Six modules, each ending in a project, in the order the skills depend on each other. Open a module to see what you’ll explore, the resources you’ll learn with and the certifications you can prepare for.
Phase I · FoundationsPhase II · Data and intuitionPhase III · Systems and intelligence
01Python Foundations
Start with the language of data and AI. Write, read and debug real programs from the first lesson.
What you’ll explore
- Variables, data types and control flow
- Functions, data structures and files
- Errors, debugging and readable code
- Reading and improving other people’s code
- Daily problem-solving practice
Learn with
freeCodeCampReal PythonW3SchoolsExercismHackerRank
Certification options
- HackerRank Python (Basic)Free
- Python Institute PCEPFrom USD 69
Project 01 Personal Data Toolkit
02Git & GitHub
Work like a professional team from day one. Every project you build lives in a public, versioned repository.
What you’ll explore
- Repositories, commits and branches
- Merging and resolving conflicts
- Pull requests and code review
- READMEs, issues and documentation
- A public GitHub portfolio
Learn with
Learn Git BranchingGitHub SkillsAtlassian Git TutorialsfreeCodeCampCodecademy
Certification options
- GitHub Foundations (GH-900)Fee set by country
Project 02 Open Portfolio Repository
03SQL & Data
SQL is the bridge between applications and decisions. Turn a business question into a precise query.
What you’ll explore
- SELECT, filtering, sorting and aggregation
- JOINs, subqueries and window functions
- From business question to query
- Interview-style SQL challenges
- Explaining results clearly
Learn with
SQL BoltSQLZooHackerRankDataLemurStrataScratch
Certification options
- HackerRank SQL (Basic to Advanced)Free
- freeCodeCamp Relational DatabasesFree
- Microsoft Azure Data Fundamentals (DP-900)Fee set by country
Project 03 Analytics Query Pack
04Mathematics for AI
The intuition behind the intelligence. No proofs to memorise, just the ideas that models are made of.
What you’ll explore
- Functions and algebra
- Probability and distributions
- Statistics: learning from data
- Vectors, matrices and similarity
- Gradients and how models learn
Learn with
Khan Academy3Blue1BrownStatQuestSeeing TheoryBrilliant
Certification options
- No exam for this moduleYour notebook is the evidence
Project 04 Intuition Notebook
05APIs & Backend
How modern software talks to itself. Build, test and document the services that connect apps, data and models.
What you’ll explore
- HTTP, REST and JSON
- Endpoints, validation and authentication basics
- Testing APIs with Postman
- Building services with FastAPI
- Documentation and backend architecture
Learn with
roadmap.shMDN Web DocsPostman AcademyFastAPIfreeCodeCamp
Certification options
- HackerRank REST API (Intermediate)Free
- Python Institute PCAPFrom USD 295
Project 05 Data Service API
06Generative AI
Build with AI, not just use it. From how transformers work to an assistant that cites its sources.
What you’ll explore
- Large language models and transformers
- Open and hosted model ecosystems
- Prompting, embeddings and retrieval
- LangChain and LangGraph: chains, tools, agents
- Evaluation and responsible use
Learn with
DeepLearning.AIHugging FaceLangChain AcademyMicrosoft LearnGoogle AI
Certification options
- Google Cloud Generative AI LeaderUSD 99
- AWS Certified AI PractitionerUSD 100
- NVIDIA Generative AI LLMs AssociateUSD 125
- Microsoft Azure AI Fundamentals (AI-901)Fee set by country
Project 06 Document Q&A Assistant
Capstone · AI Data AnalystNovember–December 2027 · uses all six layers
Projects
Seven projects. One portfolio. One story.
Each project reuses the one before it, so your GitHub portfolio shows a single, connected body of work.
- 01Personal Data ToolkitA command-line tool that cleans a messy CSV file and prints a clear summary.Python
- 02Open Portfolio RepositoryA public GitHub profile with a clear README and a pull-request history.Git · GitHub
- 03Analytics Query PackTwenty business questions answered with documented SQL on a public dataset.SQL · Python
- 04Intuition NotebookAn illustrated notebook that builds and trains a tiny model by hand.Python · NumPy · Jupyter
- 05Data Service APIA tested FastAPI service, with generated documentation, serving your dataset.FastAPI · SQL · Postman
- 06Document Q&A AssistantAn assistant that answers questions about a set of documents and cites them.LLM API · Hugging Face · LangChain
- CAPCapstone: AI Data AnalystPlain-language questions in; SQL, an API and a language model produce an explained answer.All six layers
Who should join
There is a starting point for you.
Beginners
New to code and ready to start properly.
Start here · Module 01Students
Leave university with projects, not just grades.
Start here · Module 02Developers
Extend your stack into AI and Python APIs.
Start here · Modules 05–06Data professionals
Go beyond dashboards into code and AI.
Start here · Modules 03–04AI practitioners
Move from using AI tools to building with them.
Start here · Module 06Career switchers
Bring your field’s expertise into technology, with a capstone in your own domain.
Start here · Module 01Your faculty
Learn from people who build.
Ahmed Olanrewaju
AI capacity builder and tech mentor
Computer scientist with more than 15 years in university ICT at the University of Ibadan and the Federal University of Health Sciences, Ila Orangun. AI capacity-building facilitator, co-organiser of Deep Learning IndabaX Nigeria (UI edition), and the Nigeria Computer Society’s Tech Mentor of the Year (NITMA 2025).
LinkedIn profile
Ayo Oluyinka
Infrastructure, Cloud and Platform Engineering leader, RX (Reed Exhibitions)
Leads Infrastructure, Cloud and Platform Engineering. He turned a fragmented, manually built cloud environment into a governed platform that scales with the organisation, growing the engineering team and expanding Azure capabilities, and works as the translation layer between technology and the business.
LinkedIn profile
Hammed Ibrahim
Financial Modeller and Data Scientist
Expertise spans information technology, cybersecurity, enterprise risk management, machine learning, financial modelling, project management, business analysis and corporate strategy.
LinkedIn profileThe learning experience
Structured path. Real practitioners. Practical work.
A defined sequenceSix modules over 12 months, in the order the skills depend on each other.
Taught by practitionersExperienced developers and technology leaders guide each module.
Supported throughoutDedicated learner support from enrolment to your final exam.
Established resources26 widely used learning platforms and official documentation.
Build as you learnExercises in every module and a portfolio project at the end of each.
Virtual by designJoin from anywhere, fully online. In-person participation on request.
A curated learning ecosystem
PythonfreeCodeCamp · Real Python · Exercism · HackerRank · W3Schools
Git & GitHubLearn Git Branching · GitHub Skills · Atlassian Git Tutorials · Codecademy
SQL & DataSQL Bolt · SQLZoo · DataLemur · StrataScratch
MathematicsKhan Academy · 3Blue1Brown · StatQuest · Seeing Theory · Brilliant
APIs & Backendroadmap.sh · MDN Web Docs · Postman Academy · FastAPI
Generative AIDeepLearning.AI · Hugging Face · LangChain Academy · Microsoft Learn · Google AI
Fullstack Intelligence is an independent programme of SABTEEU LIMITED. It directs learners to publicly available resources from the organisations named and prepares them for third-party certifications. It is not affiliated with, sponsored or endorsed by them. All names and trademarks belong to their respective owners.
Programme details
Everything you need to decide.
- Offered by
- SABTEEU LIMITED
- Start date
- Monday 4 January 2027
- Duration
- 12 months
- Weekly commitment
- About 16 hours
- Delivery
- 100% virtual · in-person on request
- Time zone
- West Africa Time (WAT, UTC+1)
- Faculty
- Ahmed Olanrewaju · Ayo Oluyinka · Hammed Ibrahim
- Support
- Dedicated learner support
Programme fee
USD 1,000
for the full 12-month programme
40% (USD 400) at enrolment
3 × USD 200 within four months
- 12-month Six-Layer Curriculum
- Instruction from the faculty
- Dedicated learner support
- Seven portfolio projects
- Certification preparation
Certification paths · exam fees not included
Free pathHackerRank Python, SQL and REST API · freeCodeCamp Relational DatabasesUSD 0
Essential pathFree path + PCEP + GitHub Foundations + one GenAI examAbout USD 170–195 + GitHub fee
Professional pathEssential + PCAP + DP-900 + AI-901 + NVIDIA NCA-GENLAbout USD 490 + Microsoft & GitHub fees
Exam fees are paid directly to each provider, and you choose which exams to take. Fees as published by providers in October 2026; Microsoft and GitHub set theirs by country.
Questions
Frequently asked.
Who runs the programme?
SABTEEU LIMITED, a Nigerian technology education company (RC 9821661).
Do I need programming experience?
No. Module 01 starts from the basics of Python, and every later module builds on it.
Do I need to be good at mathematics?
No. Module 04 builds intuition through visual and interactive resources. Comfort with basic school algebra helps.
What will I build?
Seven projects: a Python data tool, a GitHub portfolio, an SQL analytics pack, a hand-built model notebook, a FastAPI service, a document Q&A assistant and an integrated capstone.
Is it suitable for experienced developers?
Yes. Modules 05 and 06 (APIs, backend and Generative AI) are likely to be the most valuable. Contact us to talk about your starting point.
Is it suitable for career switchers?
Yes. The sequence starts from zero, and your capstone can use data from your current field.
Is it online?
Yes, 100% virtual, so you can join from anywhere. In-person participation can be arranged on request.
How long does it take?
12 months, starting Monday 4 January 2027, at about 16 hours a week. Live sessions run on West Africa Time (WAT, UTC+1).
How much does it cost?
USD 1,000 for the full programme: 40% (USD 400) at enrolment, then the balance in three instalments of USD 200 within four months. Certification exam fees are separate.
Will I be certified?
You will prepare for established industry certifications from providers such as the Python Institute, GitHub, Microsoft, Google Cloud, AWS, NVIDIA and HackerRank. You pay each provider directly and choose the exams that suit your goals and budget. Certificates are issued by the providers under their own terms.
Who teaches the programme?
Ahmed Olanrewaju, Ayo Oluyinka and Hammed Ibrahim, with dedicated learner support throughout.
Is the programme affiliated with Microsoft, Google, GitHub or the other providers?
No. It is an independent SABTEEU LIMITED programme that uses their public resources and prepares learners for their certifications. It is not sponsored or endorsed by them.
What equipment do I need?
A computer with a modern web browser and a reliable internet connection.
Starts 4 January 2027
Build the stack behind intelligent software.
Six layers. Seven projects. One connected path.
SABTEEU LIMITEDRC 9821661
Block 2, Flat 2, Gongola Road, University of Ibadan, Oyo State, Nigeria
Block 2, Flat 2, Gongola Road, University of Ibadan, Oyo State, Nigeria