Every course has 4 progressive levels — from beginner to expert.
Blended learning: online + offline labs.
Full LLM pipeline, RAG, Agentic AI, MLOps, multimodal & thesis track.
RAG, LangChain, Agentic AI (LangGraph/AutoGen), LLM eval & distillation.
Deep learning, CNNs, transformers, fine-tuning, RLHF, prompt engineering.
Python for AI, NLP basics, search algorithms, AI FAQ chatbot project.
GANs, GNNs, RL, Bayesian ML, full MLOps (MLflow, DVC, deployment).
SVM, XGBoost, PCA, feature engineering, anomaly detection.
Linear/logistic regression, decision trees, KNN, data preprocessing.
Spark streaming, Kafka, causal inference, AI ethics, SHAP, LIME.
A/B testing, Big Data with Spark, Tableau, Power BI, hypothesis testing.
EDA, Pandas, Matplotlib, SQL, data lifecycle projects.
Python, Pandas, advanced visualisations, DAX, Google Analytics.
Excel, SQL, Tableau intro, pivot tables, sales dashboard.
AR/VR, cross-platform mastery, advanced native dev, high-quality app publishing.
MVVM, Flutter, performance optimisation, app security, cross-platform.
REST APIs, Firebase, third-party libs, app store publishing.
Android/iOS basics, Kotlin/Swift, UI design principles, local storage.
Multiplayer networking, AI NPCs, custom shaders, optimisation, Steam publish.
3D game development, animation systems, game UI/UX, audio, 3D endless runner.
Unity/Unreal intro, C#/Blueprints, 2D mechanics, full platformer project.
ROS2, OpenCV, robot kinematics, SLAM, autonomous navigation robot.
Embedded C/Python, sensor fusion, PID control, ROS intro, robotic arm.
Electronics fundamentals, Arduino programming, sensors, line-follower robot.
Exploit development, cloud security, malware analysis, IDS/IPS, custom exploit.
Pentest methodologies, Nessus, OWASP Top 10, DVWA hacking lab, incident response.
OSI/TCP-IP, Windows/Linux basics, cryptography, IT Act India, secure network setup.
Micro-interactions, WCAG accessibility, UX strategy, FinTech dashboard case study.
Figma mastery, interactive prototyping, usability testing, design systems.
Design thinking, wireframing, visual design principles, user research, Figma intro.
Advanced prompt patterns, code generation, hallucination management, no-code AI apps.
LLM intro, prompt patterns, iterative refinement, marketing copy & business use-cases.
Advanced modeling, digital sculpting, CAD (Fusion 360), functional gearbox project.
TinkerCAD, Blender basics, slicer software, 3D printer operation, keychain project.
AI tools for Marketing, Finance, HR & Operations. No coding required.
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