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.
Write readable Python using expressions, decisions, loops, functions, and appropriate data structures.
Analyze algorithm complexity and test normal, boundary, and failure cases.
Organize programs with modules, classes, exceptions, and documented interfaces.
Read and validate CSV and JSON, interact with HTTP APIs safely, and query SQLite with parameters.
Analyze tabular data with NumPy and pandas and produce accurately labeled visualizations.
Interpret descriptive statistics and uncertainty without confusing association with causation.
Deliver a documented, tested, reproducible data application with a defensible analytical conclusion.
ONE TOPIC AT A TIME
6 modulesYour learning path.
Programming foundations and reliable decisions4 topics
From a problem to an executable program75 min + practice
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Values, types, expressions, and trustworthy arithmetic75 min + practice
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Strings, input, formatting, and validation boundaries75 min + practice
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Boolean logic, decisions, and boundary cases75 min + practice
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Collections, iteration, and reusable functions4 topics
Lists, tuples, sets, and dictionaries100 min + practice
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Loops, accumulators, and termination100 min + practice
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Functions, contracts, and decomposition100 min + practice
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Algorithms, complexity, and problem-solving discipline100 min + practice
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Maintainable programs and reliable testing4 topics
Modules, environments, and reproducible dependencies100 min + practice
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Exceptions, cleanup, and useful diagnostics100 min + practice
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Automated tests, boundaries, and regression protection100 min + practice
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Classes, dataclasses, and maintainable domain models100 min + practice
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Files, databases, and external data4 topics
CSV, JSON, paths, and trustworthy imports100 min + practice
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Relational data and parameterized SQL100 min + practice
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HTTP APIs, timeouts, and external-service boundaries100 min + practice
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Data pipelines, idempotency, and operational recovery100 min + practice
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Numerical analysis and clear visual evidence4 topics
NumPy arrays, shapes, and vectorized calculations100 min + practice
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pandas tables, missing data, and grouped analysis100 min + practice
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Descriptive statistics, sampling, and honest uncertainty100 min + practice
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Visualizations that explain rather than decorate100 min + practice
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Applied modeling and professional delivery4 topics
Predictive models, baselines, and data leakage100 min + practice
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Data quality, fairness, privacy, and analytical review100 min + practice
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Command-line tools, configuration, and maintainable delivery100 min + practice
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Capstone: build and defend a complete data application100 min + practice
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The details.
Course overview
A complete practical progression from your first Python program to a tested data application. Learn programming fundamentals, algorithms, modular design, data storage, analysis, visualization, and introductory statistics through worked examples and substantial practice. Complete two assignments and an independently reproducible capstone. This professional learning course does not confer an accredited degree or academic credit.
Before you begin
Basic computer and file-management skills; no previous programming experience required.
Access to a computer with a supported Python 3 installation and a text editor.
Basic arithmetic, percentages, and a willingness to work through practical exercises.
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.
