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AI for Autonomous Industrial Systems and Process Optimization

Build AI Models to Optimize Industrial Processes, Detect Faults, and Improve Efficiency

★ 4.1 (31 ratings)30 Apr – 2 May 202605:30PM ISTCertificate
The live sessions are over · get the full recording

About This Course

The “AI for Autonomous Industrial Systems and Process Optimization” workshop explores the integration of artificial intelligence in enhancing automation, optimizing industrial processes, and driving efficiency across manufacturing and production systems. Through hands-on sessions and expert-led discussions, participants will gain practical insights into deploying AI technologies for predictive maintenance, process control, and system optimization in real-world industrial applications.

Aim

The “AI for Autonomous Industrial Systems and Process Optimization” workshop aims to equip participants with the skills to implement AI solutions that optimize industrial processes, enhance automation, and drive efficiency in manufacturing systems.

Workshop Objectives

  • Provide an understanding of AI technologies in industrial automation.
  • Demonstrate the application of AI in predictive maintenance and process optimization.
  • Equip participants with hands-on experience in deploying AI solutions in industrial settings.
  • Explore strategies for improving system efficiency and decision-making through AI integration.
Next: Day-by-day →

Workshop Structure

⚙️ Day 1: Industrial Data & Problem Understanding

     Understand industrial systems + data

  • What are autonomous industrial systems (simple explanation)
  • Types of industrial data:
    • Sensor data
    • Machine logs
    • Process parameters

Hands-on:

  • Load industrial dataset (CSV/time-series)
  • Data cleaning & preprocessing
  • Feature understanding

🤖 Day 2: AI for Optimization & Fault Detection

 Build ML models

  • Predictive maintenance basics
  • Regression + classification models

Hands-on:

  • Fault detection model (classification)
  • Efficiency prediction model (regression)

📊 Day 3: Optimization + Insights + Decision System

  Turn model into decision tool

  • Model interpretation
  • Optimization logic (basic)
  • Decision-making systems

Hands-on:

  • Feature importance
  • Scenario testing
  • Create simple decision dashboard (plots)

Final Output:

  • Model + insights + optimization suggestions
  • Industry-ready mini case study

🧰 Tools

  • Python (Colab)
  • Pandas, Scikit-learn
  • Excel (optional quick analysis)

Who Should Enrol?

  • Industry professionals in manufacturing and process optimization.
  • Data scientists and machine learning engineers.
  • Researchers and academicians in AI and industrial systems.
  • Ph.D. scholars and graduate students in AI or industrial automation.
  • Operations managers and process engineers looking to optimize industrial processes.
Next: Dates →

Important Dates

Registration Ends

April 30, 2026
IST 4:00 PM IST

Workshop Dates

April 30, 2026 – May 2, 2026
IST 05:30PM IST

Workshop Outcomes

  • Enhanced understanding of AI technologies and their role in industrial automation.
  • Practical knowledge in implementing AI-driven predictive maintenance and process optimization.
  • Ability to deploy AI solutions to improve efficiency, reduce downtime, and optimize resource management in industrial systems.
  • Improved decision-making skills through the integration of AI for system control and optimization.
Next: Fees →

Recording fee

Participants in India

₹2,499

Participants outside India

$50

  • All session recordings
  • Study material
  • Certificate after completion
  • 1-year access

Get the recording

The live sessions of this workshop are over, so the live fees no longer apply. The recordings are being uploaded. They appear in your dashboard as soon as they are ready, and we will e-mail you then.

Next: FAQ →

Frequently asked questions

Will I get the recording?

Yes. Paid participants get the session recordings and study material in their NanoSchool dashboard (My registrations → Recorded Lectures / Study Material).

What if I miss a live session?

Watch the recording in your dashboard and send your questions to the mentor through the support desk.

Do I get a certificate?

Yes, an e-certificate of participation after the workshop, with a QR code anyone can verify and an "Add to LinkedIn" button.

Which fee category applies to me?

Choose the category that matches your current role: Student, Ph.D. Scholar / Researcher, Academician / Faculty or Industry Professional.

How can I pay?

By card, UPI or PayPal on the payment page; international bank transfer is also available there.

What is the refund policy?

See our Returns, Refunds & Cancellation policy: Returns, Refunds & Cancellation policy

Need Help?

We’re here for you!


(+91) 120-4781-217
 WhatsApp +91 99581 61117

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