Free AI in Manufacturing Course with Certificate 2026

Free AI in Manufacturing Course with Certificate 2026

• Lesson 01: Course Introduction

  06:34

  • 1.01 Introduction to AI in Manufacturing

    02:05

  • 1.02 Kickstarting with AI in Manufacturing

    04:29

• Lesson 02: Fundamentals of AI in Manufacturing

  01:49:22

  • 2.01 Learning Objectives

    02:22

  • 2.02 Artificial Intelligence AI

    02:15

  • 2.03 AI Machine Learning and Deep Learning

    02:19

  • 2.04 Evolution of AI

    05:21

  • 2.05 Types of AI

    03:33

  • 2.06 Key Components of AI

    05:37

  • 2.07 AI in Everyday Life Real World Applications

    03:35

  • 2.08 AI Benefits and Challenges

    06:15

  • 2.09 Why Is AI Powerful

    03:14

  • 2.10 What Is Machine Learning

    03:40

  • 2.11 What Is Deep Learning

    03:30

  • 2.12 Three Ways AI Learns

    02:45

  • 2.13 What Is Generative AI

    03:10

  • 2.14 Traditional AI vs Generative AI

    01:56

  • 2.15 Introduction to AI in Manufacturing

    02:53

  • 2.16 How AI Learns in Manufacturing

    02:58

  • 2.17 Computer Vision and Its Applications in Manufacturing

    03:32

  • 2.18 Applying AI Across Manufacturing Operations

    02:44

  • 2.19 Understanding AI Agents and Their Capabilities

    05:54

  • 2.20 Comparing Traditional Automation and AI Agents

    03:44

  • 2.21 Case Study Reducing Production Bottlenecks with AI

    05:50

  • 2.22 Case Study AI Assisted Quality Inspection on the Production Line

    03:48

  • 2.23 Demo Identifying AI-Enabled Tasks in a Manufacturing Scenario Using ChatGpt

    12:30

  • 2.24 Demo Using ChatGPT to Evaluate and Act on AI Recommendations

    13:43

  • 2.25 Key Takeaways

    02:14

• Lesson 03: Evolution of AI and Industry Standards

  59:18

  • 3.01 Evolution of AI and Industry Standards Learning Objectives

    01:52

  • 3.02 The Evolution of Manufacturing

    02:43

  • 3.03 Human and AI Collaboration in Manufacturing

    02:17

  • 3.04 Building Blocks of Smart Manufacturing

    02:38

  • 3.05 How Data Is Transformed into Decisions

    02:34

  • 3.06 From Factory Data Flow to Better Decisions

    03:48

  • 3.07 AI Powered Factory Management Systems

    02:14

  • 3.08 Traditional vs AI Enhanced Factory Management

    02:43

  • 3.09 Introduction to the ISO IEC 42001 Framework

    01:25

  • 3.10 The Role of ISO IEC 42001 in AI Governance

    02:16

  • 3.11 How Manufacturing Intelligence Has Evolved

    02:00

  • 3.12 How the Role of AI Has Expanded

    01:57

  • 3.13 Edge AI vs Cloud AI

    01:22

  • 3.14 What Runs on the Machine and What Runs in the Cloud

    02:40

  • 3.15 Combining Edge AI and Cloud AI in Manufacturing

    02:04

  • 3.16 Case Study Connecting Shop Floor to Boardroom with AI

    05:40

  • 3.17 Case Study Predicting Maintenance Needs Before Failure

    05:46

  • 3.18 Demo Implementing AI Human Collaboration Across Manufacturing Activities Using Claude

    11:01

  • 3.19 Evolution of AI and Industry Standards Key Takeaways

    02:18

• Lesson 04: Manufacturing Data for AI

  51:10

  • 4.01 Manufacturing Data for AI Learning Objectives

    02:16

  • 4.02 Data Sources for AI in Manufacturing

    02:50

  • 4.03 Understanding Manufacturing Data

    01:59

  • 4.04 Data Format Structured Data vs Unstructured Data

    01:51

  • 4.05 Operational Context OT and IT Data

    01:57

  • 4.06 Source Systems

    01:44

  • 4.07 PLC Programmable Logic Controller Data in Manufacturing

    02:20

  • 4.08 SCADA Supervisory Control and Data Acquisition Data in Manufacturing

    02:49

  • 4.09 MES Manufacturing Execution System Data in Manufacturing

    02:31

  • 4.10 ERP Enterprise Resource Planning Data in Manufacturing

    02:06

  • 4.11 Unlocking Historical Data

    03:05

  • 4.12 Connecting Factory Systems Through Data

    02:38

  • 4.13 Building Reliable Manufacturing Data

    02:48

  • 4.14 Data Labeling

    01:34

  • 4.15 Case Study Data Efficient AI for Manufacturing Decisions

    05:30

  • 4.16 Demo Tracing the Data Journey from Sensor to AI Insight Using Claude

    11:14

  • 4.17 Manufacturing Data for AI Key Takeaways

    01:58

• Lesson 05: AI Applications in Manufacturing Operations

  01:14:20

  • 5.01 AI Applications in Manufacturing Operations Learning Objectives

    01:28

  • 5.02 Automating Quality Inspection with AI

    01:47

  • 5.03 Applying AI Based Defect Detection Across Industries

    03:45

  • 5.04 Moving from Defect Detection to Defect Prevention

    01:43

  • 5.05 Building Autonomous Quality Systems

    01:55

  • 5.06 Understanding and Comparing Maintenance Approaches

    03:59

  • 5.07 Case Study AI Vision for Process Visibility and Downtime Reduction

    04:11

  • 5.08 Predictive Maintenance Workflow

    02:14

  • 5.09 Case Study AI for Predictive Maintenance and Energy Optimization

    04:24

  • 5.10 Demo Responding to an AI Generated Machine Alert Using ChatGPT

    11:12

  • 5.11 Monitoring Workplace Safety with AI

    02:50

  • 5.12 Traditional Monitoring vs AI Assisted Safety

    01:54

  • 5.13 Case Study AI Based Safety Monitoring in Manufacturing

    04:59

  • 5.14 AI Assisted Inventory Planning in Supply Chain Management

    04:02

  • 5.15 Digital Twins and Their Benefits in Manufacturing

    03:18

  • 5.16 Case Study Digital Twin for Production Optimization

    04:35

  • 5.17 How AI Powered Robots Assist in Manufacturing

    02:06

  • 5.18 Demo Matching AI Powered Robotic Solutions to Manufacturing Challenges Using ChatGPT

    11:36

  • 5.19 AI Applications in Manufacturing Operations Key Takeaways

    02:22

• Lesson 06: Using Generative AI Effectively in Manufacturing

  01:13:47

  • 6.01 Using Generative AI Effectively in Manufacturing Learning Objectives

    00:56

  • 6.02 Using Generative AI Effectively in Manufacturing

    02:41

  • 6.03 Building Effective AI Prompts

    02:32

  • 6.04 Avoiding Common AI Mistakes and Hallucinations​

    03:09

  • 6.05 Using Multimodal AI​

    01:28

  • 6.06 Demo Analyzing a Manufacturing Problem from a Photograph Using ChatGPT

    14:08

  • 6.07 GenAI Applications Across Manufacturing Workflows​

    00:37

  • 6.08 Creating Clear Documents with AI​

    01:21

  • 6.09 Demo Transforming a Rough Draft into a Clear Work Instruction Using Gemini

    06:52

  • 6.10 Demo Creating Shift Summaries with Gemini

    06:01

  • 6.11 Troubleshooting with AI

    01:27

  • 6.12 Demo Troubleshooting a Machine Alert Using Gemini

    12:21

  • 6.13 Creating Visual Aids with AI​

    01:11

  • 6.14 Demo Generating a Process Communication Poster Using Gemini

    05:55

  • 6.15 Getting Insights from Data Using AI​

    01:41

  • 6.16 Demo Asking a Data Question and Getting an Instant Answer Using ChatGPT

    05:40

  • 6.17 Case Study AI Assisted Engineering Documentation​

    02:11

  • 6.18 Case Study Multilingual Safety Training Across Industrial Operations​

    02:13

  • 6.19 Using Generative AI Effectively in Manufacturing Key Takeaways

    01:23

• Lesson 07: Implementing Generative AI Across Manufacturing Operations

  45:16

  • 7.01 Implementing Generative AI Across Manufacturing Operations Learning Objectives

    01:09

  • 7.02 Using GenAI to Identify and Resolve Maintenance Issues

    02:47

  • 7.03 Case Study GenAI for Maintenance Recommendations

    03:50

  • 7.04 Quality Reporting with GenAI

    01:20

  • 7.05 Case Study AI Assisted Quality Inspection

    04:05

  • 7.06 GenAI Support for Scheduling and Planning

    01:41

  • 7.07 AI Recommendations vs Autonomous Actions

    01:16

  • 7.08 Case Study AI Powered Production Scheduling

    04:04

  • 7.09 How GenAI Improves Multilingual Work Instructions

    01:55

  • 7.10 Case Study AI Powered Multilingual Training Videos

    03:38

  • 7.11 GenAI for Demand Forecasting

    01:21

  • 7.12 Measuring the Value of AI

    02:29

  • 7.13 Case Study AI Powered Customized Manufacturing at Scale

    04:25

  • 7.14 Demo Supporting an Inventory or Scheduling Decision Using Claude

    09:30

  • 7.15 Implementing Generative AI Across Manufacturing Operations Key Takeaways

    01:46

• Lesson 08: AI Ethics, Privacy, and Safety

  56:36

  • 8.01 AI Ethics Privacy and Safety Learning Objectives

    01:27

  • 8.02 Responsible AI Practices at Work

    02:07

  • 8.03 Sharing Information with AI Responsibly

    02:57

  • 8.04 AI Bias in Data and System Design

    02:32

  • 8.05 Case Study Evaluating AI Bias in Candidate Shortlisting

    05:03

  • 8.06 Understanding AI Outputs

    01:04

  • 8.07 Demo Evaluating an AI Recommendation Using Claude

    08:47

  • 8.08 Establishing AI Governance Practices

    02:28

  • 8.09 AI Security Risks

    02:01

  • 8.10 Case Study Building a Secure Connected Factory with AI

    04:44

  • 8.11 Deciding How to Act on AI Outputs

    03:11

  • 8.12 Assessing AI Recommendations Before Action

    02:58

  • 8.13 Demo Evaluating AI Recommendations Responsibly Using Claude

    08:16

  • 8.14 Demo Rewriting a Biased or Poorly Framed Prompt Using Claude

    07:29

  • 8.15 AI Ethics Privacy and Safety Key Takeaways

    01:32

• Lesson 09: The Future of AI in Manufacturing

  41:15

  • 9.01 The Future of AI in Manufacturing Learning Objectives

    01:24

  • 9.02 How AI is Changing Manufacturing Roles

    01:38

  • 9.03 What AI Cannot Replace

    01:12

  • 9.04 Agentic AI Moving from Recommendations to Actions

    01:57

  • 9.05 Using AI to Find Energy and Waste Opportunities

    01:45

  • 9.06 Case Study AI for Energy Optimization

    04:17

  • 9.07 AI Adoption Challenges and Considerations

    01:39

  • 9.08 Case Study Building a Secure Connected Factory with AI

    04:26

  • 9.09 Case Study AI Powered Collaborative Robots in Manufacturing

    03:31

  • 9.10 Introduction to Physical AI

    01:34

  • 9.11 Industrial Foundation Models

    01:48

  • 9.12 AI Adoption Across Manufacturing Roles

    01:24

  • 9.13 Core Skills for AI Adoption in Manufacturing

    01:54

  • 9.14 Demo Mapping Your AI Learning Journey Using Claude

    11:20

  • 9.15 The Future of AI in Manufacturing Key Takeaways

    01:26