Detailed Curriculum

Weeks 1–4: Frontend Mastery

• HTML5, Semantic Markup, Accessibility
• CSS3, Flexbox, Grid, Tailwind CSS, Responsive Design
• JavaScript ES6+, DOM, Async/Await, Fetch API
• React.js – Components, Hooks, Custom Hooks
• Next.js 14 (App Router), SSR, SSG, API Routes
• State Management: Context API, Zustand, React Query
• Mini Projects + Final: Full E-commerce Store (Paystack)

Weeks 5–8: Backend & Database

• Node.js & Express – REST APIs, Middleware
• MongoDB (Mongoose) + PostgreSQL (Prisma ORM)
• Authentication: JWT, OAuth 2.0, Magic Links
• Payment: Paystack, Flutterwave Integration
• File Uploads, Email Automation, Webhooks
• Real-time Features with Socket.io
• Project: Full Social Media Platform

Weeks 9–12: DevOps & Deployment

• Git & GitHub Advanced Workflow
• Docker + Docker Compose
• Deployment: Vercel, Railway, Render
• Testing: Jest, React Testing Library
• CI/CD Pipelines
• Capstone: Full SaaS Product with Subscriptions

• Advanced Prompt Engineering (Chain-of-Thought, ReAct)
• ChatGPT, Claude 3, Gemini, Grok, Llama 3, Mistral
• Fine-tuning Open-Source Models (LoRA, QLoRA)
• LangChain, LlamaIndex, RAG Architecture
• Vector Databases: Pinecone, Chroma, Weaviate
• AI Agents & Multi-Agent Systems
• Text-to-Image: Stable Diffusion + ComfyUI
• Text-to-Video: Runway, Kling, Pika
• Build & Deploy 5 AI Tools (Content Generator, Chatbot, Image Tool)

• Python + SQL automation
• Excel Mastery + Power Query + DAX
• Advanced SQL: CTEs, Window Functions, Pivots, JSON
• Power BI & Looker Studio Dashboard Design
• Data Cleaning, Transformation, ETL
• Live Dashboards + Web Scraping & APIs
• Real Nigerian Datasets (Sales, Banking, Logistics)
• Automated Reports & Scheduled Refresh
• Final Portfolio: 5 Interactive Business Dashboards

• Python, NumPy, Pandas, Matplotlib, Seaborn
• Statistics, Probability, Hypothesis Testing
• Supervised & Unsupervised Learning
• Deep Learning: TensorFlow/Keras
• Computer Vision: OpenCV, YOLO, CNNs
• NLP: Transformers, BERT, Hugging Face
• Deployment: FastAPI, Streamlit, Hugging Face Spaces
• Capstone: Fraud Detection System for Nigerian Bank

• Ethical Hacking & Penetration Testing
• Network Security, Firewalls, VPNs, IDS/IPS
• Kali Linux, Metasploit, Burp Suite, Nmap
• Web App Security (OWASP Top 10)
• SIEM, SOC Operations, Incident Response
• CompTIA Security+ & CEH Exam Prep
• Real Labs + Final: Secure a Nigerian FinTech App

• AWS / Azure / GCP (Deep Focus on AWS)
• Linux, Bash Scripting, Networking
• Docker & Kubernetes (Kind, Minikube)
• Terraform & Infrastructure as Code
• CI/CD: GitHub Actions, Jenkins
• Monitoring: Prometheus, Grafana, ELK Stack
• Capstone: Deploy Scalable FinTech Platform

• Python, Statistics, Hypothesis Testing
• Scikit-learn, XGBoost, LightGBM
• Time Series Analysis & Forecasting
• Big Data with PySpark
• Feature Engineering & Model Evaluation
• Projects: Fraud Detection, Customer Churn, Market Basket Analysis

• Figma Mastery (Auto Layout, Variants, Components)
• User Research, Interviews, Personas, Journey Maps
• Wireframing, Prototyping, User Flows
• Design Systems, Accessibility (WCAG)
• Micro-interactions & Animation (Framer)
• Portfolio: 3 Real Nigerian Apps (Banking, E-commerce, EdTech)

• Dart Programming Fundamentals
• Flutter Widgets, Navigation, State Management (Riverpod)
• Firebase Auth, Firestore, Cloud Functions
• Local Storage, Push Notifications, Google Maps
• App Store & Google Play Deployment
• Capstone: Delivery or FinTech Mobile App

• Instagram, WhatsApp, TikTok & Facebook Ads
• SEO, Content Marketing, Copywriting
• Email & SMS Marketing (Brevo, Selzy)
• Analytics: Google Analytics 4, Meta Pixel
• Funnel Building & Conversion Optimization
• Live Campaign for Real Nigerian Business

• React Hooks, Context API, Redux Toolkit
• Next.js 14 (App Router, Server Actions)
• Tailwind CSS, Framer Motion Animations
• Performance Optimization, SEO, Lighthouse
• Accessibility & Progressive Web Apps
• Portfolio: 3 Production-Ready Websites

• Virtual Assistance & Remote Work Skills
• Content Creation (Canva, CapCut, AI Tools)
• Social Media Management & Personal Branding
• Freelancing on Upwork, Fiverr, LinkedIn
• Basic Tools: Google Suite, Trello, Notion
• Ongoing Mentorship & Community Support