Course curriculum
-
1
Introduction
-
Introduction to the Course
-
-
2
Module 1: Foundation & On-Boarding
-
Introduction to DeepSeek
-
Setting-up DeepSeek R1 locally (Ollama, Docker, VS Code)
-
Python crash-course refresher (from R1)
-
-
3
Module 2: Text Processing & NLP
-
Text Summariser
-
Text Generator
-
Grammar & Spell-checker
-
Named-Entity Recognition
-
Sentiment Analysis
-
-
4
Module 3: Chatbots & Assistants
-
Customer-Support Chatbot
-
Personal AI assistant
-
Legal Support Specialist
-
Medical symptom checker
-
Personalised product recommendation bot
-
-
5
Module 4: Automation & Productivity
-
Automatic E-mail Reply System
-
CV Generator
-
Meeting-minutes bot
-
PDF text extractor
-
AI content writer
-
-
6
Module 5: Developer & Coding Tools
-
Code completion assistant
-
Automated SQL Query Builder
-
AI-Powered Code Debugger
-
Document Generator
-
Automated API Validation Tool
-
-
7
Module 6: Advanced Engineering & Deployment
-
Retrieval-Augmented Generation architectures (FAISS, Qdrant)
-
Observability & MLOps (prompt tracing, drift alerts, Grafana)
-
Security, safety & compliance (jail-break prevention, GDPR/DPDP)
-
-
8
Study Material
-
Study Material
-