FOUNDATIONS
AI & Python Foundations
Python programming, data structures, NumPy, Pandas, visualization, statistics, and the mathematics behind machine learning.
PythonNumPyPandasStatistics● CSPROJECT HUB / LEARNING PATHS
Learn the tools
that shape tomorrow.
Job-ready, project-led learning paths for students and professionals ready to build with modern technology.
MACHINE LEARNING
Machine Learning & Deep Learning
Supervised and unsupervised learning, neural networks, computer vision, NLP, model evaluation, and deployment basics.
Scikit-learnTensorFlowPyTorchNLPGENERATIVE AI
Build with Generative AI
LLMs, prompt engineering, embeddings, vector databases, RAG pipelines, fine-tuning, and safe AI product design.
LLMsRAGLangChainVector DBAGENTIC & COGNITIVE AI
AI Agents That Think & Act
Build goal-driven agents with tool use, memory, planning, multi-agent workflows, and cognitive reasoning patterns.
AI AgentsTool UseMemoryMulti-agentCAPSTONE
Production AI Project
Design, evaluate, deploy, document, and present an end-to-end solution to a real-world problem.
FastAPIDockerCloudMLOpsFRONTEND
Modern Web with React
HTML, CSS, JavaScript, TypeScript, responsive UI, React components, hooks, routing, state, and API integration.
HTML/CSSJavaScriptReactTypeScriptJAVA BACKEND
Java & Spring Boot
Object-oriented Java, REST APIs, Spring Boot, Spring Security, JPA/Hibernate, testing, and scalable architecture.
JavaSpring BootREST APIHibernateDATA & DEVOPS
MySQL, Nginx & Automation
Database design, Linux, Nginx servers, Git workflows, CI/CD with Jenkins, and infrastructure automation with Ansible.
MySQLNginxJenkinsAnsibleMICROSOFT VERTICAL
.NET MVC Core
Build enterprise applications with C#, ASP.NET Core MVC, Entity Framework Core, authentication, APIs, and SQL Server.
C#.NET CoreMVCSQL ServerPHP VERTICAL
PHP Web Development
Server-side PHP, Laravel, secure CRUD applications, MySQL integration, APIs, and deployment workflows.
PHPLaravelMySQLREST APIMOBILE VERTICAL
Android: Jetpack & Flutter
Create native Android apps with Kotlin and Jetpack Compose, then cross-platform apps with Flutter and Dart.
KotlinJetpackFlutterDartDATA FOUNDATIONS
Excel, SQL & Data Thinking
Spreadsheets, relational databases, SQL queries, data quality, exploratory analysis, and business metrics.
ExcelSQLMySQLStatisticsANALYTICS
Python Data Analysis
Clean and transform datasets, find patterns, run statistical analysis, and create clear visual stories using Python.
PythonPandasNumPyMatplotlibBUSINESS INTELLIGENCE
Dashboards & Reporting
Design useful dashboards that help stakeholders monitor performance and make faster decisions.
Power BITableauDAXKPIsCAPSTONE
Data Science Project
Use machine learning to solve a real data problem, evaluate the model, and present portfolio-ready findings.
Scikit-learnMLJupyterStorytelling● YOUR NEXT STEP STARTS HERE