AI/ML Foundations for Absolute Beginners (AgenticAI + MLOps)

Course Overview

• Course Title: AI/ML Foundations for Absolute Beginners (AgenticAI + MLOps)
• Instructor: Gourav Shah
• Target Audience:
  • Beginners interested in AI and Machine Learning
  • Students
  • Professionals looking to upskill
  • Curious individuals exploring the future of AI
• Prerequisites: None

Curriculum Highlights

• Key Topics Covered:
  • Introduction to Machine Learning
  • Types of Machine Learning (Supervised, Unsupervised, Reinforcement)
  • End-to-End ML Process
  • Popular ML Algorithms (Linear Regression, Decision Trees, Neural Networks)
  • Introduction to Large Language Models (LLMs)
  • Fundamentals of Agentic AI
  • Ethical Considerations of Agentic AI
• Key Skills Learned:
  • Conceptual understanding of Machine Learning
  • Familiarity with ML algorithms
  • Knowledge of LLMs and their functioning
  • Understanding of Agentic AI and its applications
  • Awareness of AI ethics and MLOps

Course Format

• Duration: 4.5 hours on-demand video
• Format: Self-paced online course
• Resources:
  • Access on mobile and TV
  • Certificate of completion