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

Posted on: 24th September 2026

Instructor: N/A • Language: N/A

Learn machine learning, LLMs, and agentic AI foundations with no coding or math required, covering tokens, transformers, RAG, and MLOps.

Description

AI is surrounded by jargon that makes it feel harder than it is. This course strips that away. It explains what machine learning actually is, how it differs from traditional programming, how models like ChatGPT work under the hood, and why agentic systems represent a genuine shift, all without requiring a coding or math background.

This Course Offers

  • Machine learning fundamentals covering what it really is, how it differs from traditional programming, and the main types including supervised, unsupervised, and reinforcement learning
  • The end to end ML process from data preparation through evaluation, plus familiar algorithms like linear regression, decision trees, and neural networks explained without heavy math
  • Large Language Model concepts covering how models like ChatGPT are trained, what tokens and parameters mean, and how prompt engineering and RAG improve performance
  • Agentic AI foundations including memory, planning, agent architectures, multi agent collaboration, tools, and real world use cases
  • MLOps and AI ethics context, including how agentic systems tie into DevOps practices and the ethical questions around autonomous deployment

Why We Love This Course

  1. No programming or math background is required, so it works for anyone who has been putting off learning AI because of the technical framing.
  2. It is genuinely conceptual. You finish understanding how these systems work rather than having followed along with code you did not understand.
  3. Agentic AI gets proper coverage, which matters since this is where most of the current industry movement is happening.
  4. At four and a half hours across forty one lessons, it is a manageable way to get oriented before committing to deeper technical study.

Understanding what AI can and cannot do is becoming a baseline expectation in a lot of roles, and the people who have that clarity make better decisions about it. Do you want to keep nodding along in AI conversations, or actually understand the terminology? Enrollment is open, and no prior experience is needed.

Course Eligibility

  • This course is perfect for beginners who want AI fundamentals without diving into code or math.
  • It suits students and professionals exploring a future career in AI, data science, or machine learning.
  • Product managers, analysts, non technical stakeholders, and DevOps engineers starting with MLOps and AgenticAIOps will find the conceptual grounding useful.

Course Requirements

  • No programming or math background is required, since the course is designed for complete beginners.
  • All concepts are explained from scratch in a simple, intuitive way.
  • An interest in understanding how modern AI systems work is the main thing you need to bring.

Interested in exploring more lessons? Check out our full course library to continue building your skills and advancing your learning journey.

Price: Free

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