Data Science & Analytics Academy — Foundations to Grand Data Master: A+ Axiom | A+ Axiom Platform

Premium ModuleGH₵149/month add-on

Data Science & Analytics Academy — Foundations to Grand Data Master

Name: Data Science & Analytics Academy — Foundations to Grand Data Master
Brand: A+ Axiom
Price: 149 GHS

The most comprehensive data science and analytics curriculum available in any school platform for Africa. 15 levels and 180 lessons take students from Python fundamentals through NumPy, Pandas, data visualisation (Matplotlib, Seaborn, Plotly), statistical analysis, SQL & database analytics, machine learning with Scikit-learn, advanced ML techniques (ensemble methods, SVMs, feature engineering), deep neural networks with TensorFlow & PyTorch, natural language processing, computer vision, MLOps & model deployment, Big Data & DataOps (Spark, dbt, Airflow), AI product engineering with live APIs, and a Grand Capstone where students design and defend a national data pipeline and AI dashboard for Ghana. Features an interactive DataLab with 5 built-in Ghana-context datasets, a chart builder, statistics panel, SQL editor (PGlite WASM — full PostgreSQL in the browser), and DataBot — an AI tutor powered by Claude Haiku.

Get Started See Pricing

Key Benefits

15 progressive levels — Python Fundamentals → NumPy & Arrays → Pandas Data Analysis → Data Visualisation → Statistical Analysis → SQL & Database Analytics → Machine Learning Foundations → Advanced ML Techniques → Neural Networks & Deep Learning → NLP & Text Analytics → Computer Vision → MLOps & Deployment → Big Data & DataOps → AI Product Engineering → Grand Capstone
Interactive DataLab with 5 tabs — Monaco-powered Python code editor with output, Recharts chart builder (bar/line/area/scatter), statistics panel (mean, median, std, quartiles, IQR, skewness), SQL editor (PGlite WASM — full PostgreSQL in the browser), and 5 Ghana-context datasets (Schools, Hospitals, Market Prices, Weather, Population)
75 achievement badges, 4 certification tracks (IBM Data Analyst, Google Data Analytics, Kaggle ML Certificate, Grand Data Master Diploma), and a Grand Data Master Diploma awarded on completing all 180 lessons
9-tier rank ladder from Data Beginner to Grand Data Master; ~13,000 total XP, career roadmap with Ghana salary benchmarks (Junior Analyst → Chief Data Officer), 14-day activity heatmap, track mastery panel, and school leaderboard
Ghana-contextualised data science — BECE result analysis, market price forecasting, hospital resource planning, population census datasets; DataBot AI Tutor for code review, concept explanations, challenge hints without spoilers, and career advice

Part of

A+ Axiom

The AI Education Operating System, 128+ modules covering every part of running a modern school.

Browse all modules

What's Included

15 progressive levels — Python Fundamentals, NumPy & Arrays, Pandas Data Analysis, Data Visualisation, Statistical Analysis, SQL & Database Analytics, Machine Learning Fundamentals, Advanced ML Techniques, Neural Networks & Deep Learning, NLP & Text Analytics, Computer Vision, MLOps & Deployment, Big Data & DataOps, AI Product Engineering, Grand Capstone

180 hand-crafted lessons (12 per level) with rich theory markdown, interactive DataLab, and graded Python challenges

Interactive DataLab with 5 tabs: Code Editor (Monaco-powered Python REPL), Chart Builder (Recharts with 5 chart types), Statistics Panel (descriptive stats, correlation matrix), SQL Editor (PGlite WASM — full PostgreSQL in the browser), and Ghana Datasets (5 built-in: Schools, Hospitals, Market Prices, Weather, Population)

10 challenge types per lesson: code-challenge, multiple-choice, fill-in-the-blank, predict-output, debug-code, true-false, matching, ordering, spot-the-error, capstone-project

~13,000 XP total across all 15 levels

75 achievement badges — XP milestones, lesson milestones, level completions, certification tracks, streak badges, special achievements, track completion, Grand Data Master Diploma

Level-completion certificates for all 15 levels with unique cert number

Grand Data Master Diploma — auto-issued when all 180 lessons completed; grade: Pass / Merit / Distinction / Master

4 certification tracks: IBM Data Analyst, Google Data Analytics Certificate, Kaggle ML Certificate, Grand Data Master

Cert-aligned: IBM Data Analyst Professional, Google Data Analytics Certificate, Kaggle ML Certificate, DataCamp Data Scientist

9-tier rank ladder: Data Beginner → Data Student → Data Apprentice → Data Explorer → Data Analyst → Senior Data Analyst → Data Scientist → ML Engineer → Grand Data Master

10 data science tracks with colour-coded tagging: foundations, data-wrangling, statistics, visualization, machine-learning, deep-learning, nlp, mlops, dataops, capstone

Daily learning streaks with 14-day activity heatmap calendar

Career roadmap with 6 job milestones (Junior Analyst → Chief Data Officer) and Ghana salary benchmarks

School-wide leaderboard ranked by total XP

Level locking — requires at least one lesson completed in previous level to unlock

Teacher dashboard: per-class student table with sortable columns (name, rank, XP, lessons, streak, last active), 3 views (Student Roster, XP Distribution, Cert Readiness), expandable per-student cert breakdown, level reach heatmap, rank distribution chart, XP bucket chart, CSV export, DataBot AI class insights

Admin analytics: 6 KPIs, level adoption grid, certification path readiness (4 paths), track performance table, top learner leaderboard, most-attempted lessons, badge stats

DataBot AI Tutor — powered by Claude Haiku, persistent conversation history, lesson context injection, Ghana-context examples (BECE, market prices, health records), code review, challenge hints without spoilers, topic deep-dives

Track mastery panel: 10 tracks with per-track XP and lesson progress

DataLab Stats: charts built, datasets explored, SQL queries run, models trained, perfect scores, avg score, projects done

Ready to bring Data Science & Analytics Academy — Foundations to Grand Data Master to your school?

Get started with A+ Axiom and unlock the full AI Education Operating System, Data Science & Analytics Academy — Foundations to Grand Data Master included.

Get Started

Data Science & Analytics Academy — Foundations to Grand Data Master

Key Benefits

Part of

What's Included

Related Modules

Timetable Enterprise

Enterprise Exam Management

Student Performance Analytics

AI Teaching Assistant

Ready to bring Data Science & Analytics Academy — Foundations to Grand Data Master to your school?