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AI Essentials

NVIDIA AI Essentials · Starting point

Learn what a model does, train a small one, and see which specialization to take next

RIA’s AI Essentials course in Chennai is the starting room for the NVIDIA-style specializations. You learn what a model is, how a generative answer can be wrong, and how to train and check a small classifier on images or text.

Deeper GPU programming, data tables, deep learning, generative systems, cluster operations and robot simulation each have their own page. Owners who want a four-week business programme start at AI for Business Owners.

The subject map follows the public self-paced catalogue at NVIDIA training. RIA teaches these subjects in Chennai. NVIDIA courses, cloud labs and certificates stay with NVIDIA. Completion here is a RIA record.

Classroom batches run at Purasawalkam (City Center, 186 Purasawalkam High Road, Kilpauk, Chennai 600010) and Saligramam (Venkatesa Nagar, Virugambakkam, Chennai 600092). Call +91 98843 63200.

What you will learn

  • What training, inference and a dataset actually are
  • Predictive models and generative models, in plain language
  • A first image or text classifier and how to read its mistakes
  • When a GPU is worth using, and when a laptop is enough
  • How to check a generated answer before you trust it
  • The six specializations and which problem each one is for
  • What a person must still decide
  • A short written limit on what you will not automate

Full program syllabus & curriculum

Domain literacy + applied AI labs + responsible review + capstone

  • AI Essentials

    We teach the starting map for GPU and generative work: what a model is, a first lab, and which specialization comes next. The subject map follows the public self-paced catalogue at NVIDIA training. RIA teaches these subjects in Chennai. NVIDIA courses, cloud labs and certificates stay with NVIDIA. Completion here is a RIA record.

    Domain Knowledge We Teach
    • Training, labels, inference and error
    • A generative answer versus a measured prediction
    • Data you are allowed to use
    • When a person must sign the result
    • How the six specializations differ
    AI Skills You Will Learn
    • Prompt a model and write down what you checked
    • Train a tiny classifier and read a confusion table
    • Compare a CPU run and a GPU run on the same job
    • Name the failure mode of a generated paragraph
    Hands-on Outcomes
    • A one-page map of the specialization you will take next
    • A notebook that trains, tests and explains a small model
    • A written rule for what you will not automate
    • A short talk a non-technical teammate can follow

Common questions

  • Is this an NVIDIA certificate?

    No. The subjects follow NVIDIA’s public self-paced catalogue. NVIDIA courses and certificates stay with NVIDIA. You receive a RIA completion record.

  • Do I need coding experience?

    You can start with the ideas. Labs use Python. If you have never coded, the first sessions stay small and guided.

  • Which course comes after this?

    Accelerated computing, accelerated data science, deep learning, generative models, infrastructure, or simulation and physical AI. The tutor helps you pick from the work you want to do.

  • Where is it taught?

    RIA Purasawalkam, City Center, 186 Purasawalkam High Road, Kilpauk 600010, and RIA Saligramam, 1st Cross Street, Venkatesa Nagar, Virugambakkam 600092.

Skills you build

  • Explain a model without jargon
  • Train and score a small classifier
  • Spot a generated answer that has no source
  • Choose the next specialization on purpose

Who this is for

  • Students starting AI before a long programme
  • Working professionals who need a map of the field
  • Managers who will sponsor a team and want the vocabulary
  • Learners moving on to a specialization page

Enquire about AI Essentials

Explore related RIA programmes

AI for Business Owners
NVIDIA AI Essentials
AI in Accelerated Computing
AI in Accelerated Data Science
AI in Deep Learning
AI in Generative Models
AI in Infrastructure
AI in Simulation and Physical AI
Data Science & AI
School of Robotics

Ready to start AI Essentials?

Enquire for batch dates at Purasawalkam or Saligramam. This is a RIA course. NVIDIA certificates stay with NVIDIA.

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Across every course

Seminars, workshops and faculty development

The same formats sit on any RIA subject. Name the course and the room — a faculty programme, a seminar, a workshop, an internship, or help with a project.

Faculty programme Seminar Workshop Internship Projects
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