Full Stack & Modern Application Development
Frontend Development
- React, Angular, Vue
- UI/UX Engineering Basics
Backend Development
- Node.js, Java Spring Boot, .NET Core
- API Design (REST, GraphQL)
Full Stack Engineering
- MERN / MEAN Stack
- Microservices Architecture
Mobile Development
- MERN / MEAN Stack
- Microservices Architecture
Data Engineering, Data Science & MLOps
Data Engineering
- ETL/ELT Pipelines
- Big Data (Spark, Hadoop)
- Data Warehousing (Snowflake, Redshift)
Data Science
- Python for Data Science
- Statistical Modeling
- Predictive Analytics
Machine Learning
- Supervised & Unsupervised Learning
- Model Evaluation & Optimization
MLOps
- Model Deployment (CI/CD for ML)
- Model Monitoring & Drift Detection
- Feature Stores & ML Pipelines
Generative AI & Applied AI Transformation
GenAI Foundations
- LLM Fundamentals
- Prompt Engineering
Enterprise GenAI Use Cases
- AI for Customer Support
- AI for Finance & Operations
- AI for HR & Talent
AI Development
- Building AI Apps (LangChain, APIs)
- Retrieval-Augmented Generation (RAG)
- AI for HR & Talent
AI Governance
- Responsible AI
- AI Security & Risk Management