B-TECH ACADEMYWeb Development
Modern Website Development
Build accessible, responsive websites and reliable JavaScript applications, then test and deploy a complete business website.
First topic open · Learn at your paceTZS 50,000View course
From knowing to doing.
Distinguish rules, predictive machine learning, generative models, and appropriate human decisions.
Design reusable prompts and structured outputs with measurable acceptance criteria.
Prepare data and evaluate predictive systems without leakage or misleading metrics.
Design retrieval-based assistants that cite authorized evidence and handle missing information.
Build bounded workflows with validated tools, approval steps, retries, and audit records.
Evaluate quality, cost, privacy, accessibility, and uneven performance before deployment.
Deliver a reproducible AI-assisted application with documented limits and human oversight.
ONE TOPIC AT A TIME
6 modulesYour learning path.
AI foundations and responsible problem selection4 topics
What AI can do, and how to choose a useful task110 min + practice
Free preview
Machine learning, neural networks, and generative models110 min + practice
Locked
Hallucinations, uncertainty, and evidence-based answers110 min + practice
Locked
Privacy, permissions, and responsible AI use110 min + practice
Locked
Prompt design and measurable output quality4 topics
Instructions, context, constraints, and reusable briefs110 min + practice
Locked
Structured outputs, schemas, and validation110 min + practice
Locked
Decomposing tasks and controlling multi-step reasoning110 min + practice
Locked
Evaluation datasets, rubrics, and prompt experiments110 min + practice
Locked
Data and predictive machine learning4 topics
Datasets, labels, sampling, and data quality110 min + practice
Locked
Features, representations, and simple predictive baselines110 min + practice
Locked
Metrics, thresholds, validation, and model selection110 min + practice
Locked
Overfitting, drift, fairness, and the model lifecycle110 min + practice
Locked
Knowledge retrieval and grounded assistants4 topics
Knowledge-source design, document preparation, and chunking110 min + practice
Locked
Keyword search, embeddings, hybrid retrieval, and ranking110 min + practice
Locked
Answer synthesis, citations, and missing-information handling110 min + practice
Locked
Prompt injection, untrusted content, and access boundaries110 min + practice
Locked
APIs, tools, and controlled automation4 topics
Connecting a model through a secure backend110 min + practice
Locked
Function calling, tool schemas, and validated actions110 min + practice
Locked
Workflow states, approvals, retries, and human handoff110 min + practice
Locked
Monitoring, cost controls, incident handling, and rollout110 min + practice
Locked
Multimodal products and a complete AI capstone4 topics
Image, audio, and document workflows110 min + practice
Locked
AI product design, accessibility, and honest interaction110 min + practice
Locked
Project economics, governance, and release evidence110 min + practice
Locked
Capstone: deliver a grounded, reviewable AI assistant110 min + practice
Locked
The details.
Course overview
A complete practical progression from AI fundamentals to a documented automation capstone. Study machine learning, generative systems, prompt design, evaluation, retrieval, tool use, human review, privacy, and operational monitoring through original examples and applied projects. This professional training course is not an accredited academic degree and does not award academic credit.
Before you begin
Basic computer, browser, and document skills; no previous AI experience required.
A computer with internet access for optional tool experiments; core exercises can be completed using the provided synthetic examples.
Optional Python knowledge for implementation exercises; workflow design exercises do not require paid API access.
Good to know.
What is free?
The first published topic is open to everyone. The remaining topics unlock with one verified TZS 50,000 payment for this course.
Is this a recurring subscription?
No. This release uses one-time course access, without automatic renewals.
Can I download course notes?
Notes and diagrams are read inside your course workspace. There is no notes download option.
What do I need for a certificate?
Complete all published topics, pass required quizzes and receive instructor approval for required projects.
Is this an accredited degree?
This is professional skills training with a B-tech completion certificate. It does not award an accredited academic degree.
What language are the lessons in?
The course notes are currently in English. The website interface supports English and Kiswahili.
