Choose the course you want and pay only for that learning track.
• Module 1: Fundamentals of Generative AI & LLMs • Understanding large language models, transformer architecture, tokenization, and model capabilities. • Overview of available AI ecosystems, APIs, and multimodal models (text, image, audio). • Module 2: Core Prompt Engineering Techniques • Zero-shot, few-shot, and chain-of-thought prompting methodologies. • Structuring context, system instructions, role assignment, and output constraints to maximize precision. • Module 3: Advanced Workflows & Automation • Building multi-step prompt chains, iterative refinement loops, and programmatic prompt generation. • Integrating AI tools into development and business pipelines via APIs and workflow automation platforms. • Module 4: Evaluation, Safety & Fine-Tuning • Mitigating hallucinations, bias, and security vulnerabilities (prompt injection). • Evaluating model outputs, dataset preparation, and basic fine-tuning concepts for domain-specific applications.
• Module 1: Cloud Platforms (AWS & DigitalOcean) • Provisioning virtual private servers (EC2/Droplets) and managing cloud storage buckets. • Configuring networking, security groups, firewalls, and load balancers for scalable architectures. • Module 2: Server Administration & Web Servers • Setting up and optimizing web servers on Nginx and Apache. • Managing SSL certificates and securing server environments. • Module 3: Automation & Hosting Panels • Configuring DNS records and domain routing. • Server automation and domain management using HestiaCP and cPanel.
• Module 1: Marketing Foundations & Strategy • Core digital marketing concepts, market research, and audience segmentation. • Developing comprehensive multi-channel digital marketing strategies aligned with business goals. • Module 2: Search Engine Optimization (SEO) & Content Marketing • Technical SEO, on-page and off-page optimization, keyword research, and analytics tracking. • Content strategy, copywriting frameworks, blogging, and distribution channels to drive organic traffic. • Module 3: Paid Advertising (PPC) & Social Media Marketing • Managing paid campaigns across search engines (Google Ads) and social platforms (Meta, LinkedIn). • Ad targeting, budgeting, conversion rate optimization (CRO), and social media community management. • Module 4: Email Marketing, Automation & Analytics • Building automated email funnels, segmentation, lead nurturing, and copywriting for conversions. • Tracking KPIs, measuring ROI, and utilizing analytics tools to optimize campaigns.
• Module 1: Modern HTML5 & Responsive Foundations • Semantic HTML5 architecture, web accessibility (a11y) standards, and SEO best practices. • Advanced CSS3 layouts (CSS Grid, Flexbox), media queries, and mobile-first design principles. • Module 2: Rapid UI & Utility-First Styling • Building responsive interfaces with Bootstrap components, grid layouts, and JavaScript widgets. • Crafting custom, highly optimized designs using Tailwind CSS utility classes, responsive variants, and theme configurations. • Module 3: Advanced JavaScript (ES6+) & DOM Manipulation • Asynchronous JavaScript (Promises, async/await, Fetch API) and event-driven programming. • Dynamic DOM manipulation, form validation, client-side routing, and browser storage management. • Module 4: Modern Frameworks & Deployment • Introduction to component-based development using React or Vue.js. • Version control with Git/GitHub, build tooling (Vite), and deployment on static/cloud hosting (Vercel, Netlify, AWS).
• Module 1: Design Thinking & Foundations • Core principles of user-centered design, user psychology, and design thinking methodologies. • Conducting user research, creating user personas, empathy maps, and journey mapping. • Module 2: Information Architecture & Wireframing • Establishing site maps, user flows, and hierarchical information structures. • Translating user needs into low-fidelity wireframes and rapid paper prototypes. • Module 3: Visual Design & Prototyping • Mastering design systems, color theory, typography, and responsive grid layouts. • Building high-fidelity interactive prototypes using industry-standard tools (Figma) with micro-interactions. • Module 4: Usability Testing & Design Handoff • Planning and executing usability testing sessions, gathering feedback, and iterating on designs. • Preparing design assets, design tokens, and documentation for smooth developer handoff.
• Module 1: Data Cleansing & Wrangling • Extracting, transforming, and cleaning large datasets using Python libraries (Pandas, NumPy). • Writing advanced SQL queries to manage data integrity and relational databases. • Module 2: Exploratory Data Analysis & Visualization • Translating raw numbers into actionable insights using Matplotlib and Seaborn. • Exploratory data analysis workflows and statistical summaries. • Module 3: Predictive Modeling & Machine Learning • Building predictive models and machine learning pipelines using Scikit-Learn. • Evaluating model performance and creating visual dashboards.
• Module 1: Server-Side Programming & Runtimes • Core server languages and environments (Node.js/Express, PHP/Laravel, or Python/Django). • Object-oriented programming principles, error handling, and middleware architecture. • Module 2: Database Design & ORM Integration • Relational database design, normalization, and complex querying using MySQL, PostgreSQL, or SQLite. • Database migrations, seeders, and managing data via ORMs (Eloquent, Prisma, or Django ORM). • Module 3: RESTful API Engineering & Security • Designing, building, and documenting secure RESTful endpoints and webhooks. • Implementing secure authentication pipelines (JWT, OAuth, session management) and role-based access control. • Module 4: Server Administration & Cloud Deployment • Configuring web servers using Nginx and Apache, managing SSL certificates, and DNS routing. • Deploying production environments on cloud infrastructure (AWS, DigitalOcean) via HestiaCP or cPanel.
• Module 1: Foundations & Memory Management • Core C++ syntax, control structures, and object-oriented principles. • Low-level memory management, pointers, references, and pointer arithmetic. • Module 2: Advanced Performance & Optimization • Resource optimization, memory leaks, and profiling tools. • Standard Template Library (STL) containers, algorithms, and templates. • Module 3: Systems & Application Engineering • Building complex desktop software and multi-threaded applications. • Fundamentals of game engine architecture and performance-critical algorithmic modules.
• Module 1: Foundations & Network Defense • Networking protocols, operating system security, and core security concepts. • Threat analysis and defensive architecture principles. • Module 2: Penetration Testing & Ethical Hacking • Conducting vulnerability assessments and ethical hacking simulations. • Utilizing standard security tools for reconnaissance and exploitation testing. • Module 3: Application & Infrastructure Protection • Securing web APIs, mobile applications, and server infrastructures. • Defending against common exploits, unauthorized access, injection attacks, and data breaches.
• Module 1: C# Core & Object-Oriented Design • Basic and advanced C# syntax, type systems, and generics. • Exception handling, delegates, events, and asynchronous programming (async/await). • Module 2: Enterprise Software Development • Designing scalable business applications and desktop tools within the Microsoft ecosystem using WPF or Windows Forms. • Dependency injection, design patterns, and unit testing. • Module 3: Backend Services & Web APIs • Constructing robust RESTful web APIs using modern .NET and Entity Framework Core. • Authentication, authorization, middleware configuration, and microservices architecture.
• Module 1: Dart Programming Fundamentals • Dart syntax, asynchronous programming, collections, and object-oriented patterns. • Setting up the cross-platform mobile development environment. • Module 2: Flutter UI & Architecture • Building native-feeling mobile applications for Android and iOS from a single codebase using widgets, layouts, and navigation. • State management solutions (Provider, Bloc, or Riverpod). • Module 3: Local Storage & Advanced Tooling • Integrating local SQLite databases for offline data persistence. • Packaging and deployment tools, including bridging configurations.
• Module 1: Advanced JavaScript (ES6+) & HTML5 DOM Manipulation • Closures, asynchronous JavaScript (Promises, async/await), and event loops. • Semantic HTML5 API integration, local storage management, and modern DOM element selection. • Module 2: Responsive Styling with Bootstrap & Tailwind • Building scalable layouts using Bootstrap components, flex utilities, and responsive navigation bars. • Crafting custom, high-performance interfaces using Tailwind CSS utility classes, transitions, and responsive modifiers. • Module 3: Backend Node.js & Express Architecture • Setting up asynchronous server environments with Node.js and Express. • Building RESTful APIs, managing middleware, and implementing secure routing. • Module 4: Database Integration & Full-Stack Deployment • Connecting Node backends to relational databases (MySQL/PostgreSQL). • Implementing JWT authentication, environment configurations, and cloud platform deployment (DigitalOcean/AWS).
• Module 1: Modern Frontend & Reactive UIs • Semantic HTML5 structuring and accessibility best practices. • Rapid UI design using Bootstrap grid systems and pre-built components. • Modern utility-first styling with Tailwind CSS and dynamic reactivity via Livewire and Blade. • Module 2: Advanced PHP & Modern OOP • Object-Oriented Programming (Classes, Interfaces, Traits, Namespaces). • Error handling, dependency injection, and service containers. • Module 3: The Laravel Framework & Eloquent ORM • Routing, controllers, middleware, and request validation. • Database migrations, seeders, and relational database management (MySQL/SQLite). • Module 4: API Integration, Authentication & Deployment • Implementing secure authentication (Sanctum/Passport) and role-based access control. • Integrating payment gateways and production deployment on Linux servers using Nginx and HestiaCP/cPanel.
• Module 1: Frontend Integration & UI Frameworks • Structuring application views with clean HTML5 and server-side template engines (Jinja2). • Styling responsive interfaces using Bootstrap component libraries and custom utility designs with Tailwind CSS. • Module 2: Python Core & Advanced Programming • Advanced data structures, list comprehensions, decorators, and generators. • Object-oriented design patterns and modular code organization. • Module 3: Backend Development with Django or Flask • Setting up web servers, routing, and HTTP request/response lifecycles. • Working with Django’s built-in ORM or SQLAlchemy for relational database management. • Managing user sessions, authentication pipelines, and form security (CSRF protection). • Module 4: API Development, Testing & Deployment • Building robust APIs using Django REST Framework (DRF) or FastAPI. • Automated testing, debugging, and configuring WSGI/ASGI servers (Gunicorn/Uvicorn) behind Nginx