AI Consultant Course & Curriculum

NCPL's hands-on AI Consultant training — full curriculum, real projects, certification prep, and job placement support. We train, mentor and place you.

Module 1: Introduction to AI & Machine Learning

10 hours of foundational learning covering AI basics, ML types, and core concepts.

  • AI History, Types, and Distinctions (AI, ML, DL)
  • Supervised, Unsupervised, and Reinforcement Learning
  • Python Programming for ML Development
  • Jupyter Notebooks and VS Code Setup
  • Scikit-Learn, Pandas, and NumPy Essentials
  • Building Regression Models
  • Customer Segmentation with Clustering

Module 2: Generative AI on the Cloud

15 hours exploring GenAI applications across major cloud platforms.

  • AWS: Bedrock, SageMaker, CodeWhisperer
  • Azure: OpenAI Service, ML Studio, Copilot
  • Google Cloud: Vertex AI, Gemini, Model Garden
  • Text Summarization Projects
  • Sentiment Analysis Applications
  • Image Generation with GenAI
  • Multi-Cloud GenAI Strategy

Module 3: Prompt Engineering

10 hours mastering the art of effective prompt design for AI systems.

  • Zero-shot, One-shot, and Few-shot Techniques
  • Chain-of-Thought Prompting
  • Self-Reflection for Complex Reasoning
  • LangChain Framework Fundamentals
  • PromptLayer Integration
  • LlamaIndex for Knowledge Retrieval
  • Customer Support Systems
  • Multi-turn Chatbots with Personality

Module 4: Agentic AI

15 hours building autonomous AI agents with planning and reasoning capabilities.

  • Autonomous Agent Architecture
  • Planning and Reasoning Systems
  • Memory Systems for AI Agents
  • LangChain for Agent Development
  • AutoGPT and CrewAI Frameworks
  • API Integration and Connectivity
  • Travel Booking Agents
  • Research Assistants and Financial Advisors