Applied AI for Manufacturing: From Concept to Deployment
Master artificial intelligence implementation in manufacturing environments under expert guidance. Enroll in our comprehensive training program designed specifically for manufacturing professionals seeking to deploy AI solutions from concept through production. Gain hands-on experience with machine learning, computer vision, predictive maintenance, and digital twin technologies while learning integration strategies for factory systems and developing complete AI deployment roadmaps.
Public Pricing
Corporate Pricing
Pax:
Training Provider Pricing
Pax:
Features
Subsidies
What you'll learn
- Deploy AI models to edge devices and cloud platforms using MLOps best practices
- Design comprehensive AI implementation roadmaps with ROI calculations and risk assessment
- Integrate AI solutions with existing factory systems including PLC and SCADA networks
- Create digital twin simulations for AI-driven manufacturing process optimization
- Apply machine learning algorithms to solve manufacturing quality and efficiency challenges
- Develop computer vision systems for automated defect detection and quality assurance
- Build predictive maintenance models using sensor data and time-series analysis
Why should you attend?
This comprehensive training program transforms manufacturing professionals into AI implementation experts through hands-on learning and real-world applications. Participants explore the intersection of artificial intelligence and Industry 4.0, mastering fundamental concepts from machine learning basics to advanced deep learning techniques specifically tailored for manufacturing environments. The curriculum covers essential data management skills including exploratory data analysis, sensor data integration, and manufacturing-specific data lifecycle management. Students gain practical experience with computer vision for quality assurance, predictive maintenance models, and generative AI applications for design optimization. Advanced topics include MLOps implementation, edge and cloud AI deployment strategies, and integration with existing factory systems including PLC, SCADA, and IoT infrastructure. Through extensive laboratory sessions and capstone projects, participants develop complete AI solutions addressing real manufacturing challenges such as defect detection, demand forecasting, and process optimization. The program emphasizes responsible AI practices, compliance requirements, and change management strategies essential for successful organizational AI adoption. Students conclude with comprehensive deployment skills and strategic roadmap development capabilities for enterprise-scale AI implementation.
Course Syllabus
Day 1 - AI Foundations & Data
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Day 2 - Machine Learning Applications
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 2
Day 3 - Advanced AI Techniques
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 3
Day 4 - Integration & Deployment
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 4
Day 5 - Implementation & Future
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 5
Ratings and Reviews
Instructor
Instructor
Dr. Esther Suria Kala is a highly accomplished ICT consultant and corporate trainer with nearly 30 years of extensive experience in information technology, project management, and organizational development. As the founder of Angel Software Solutions, she has established herself as a versatile and dedicated professional who delivers cutting-edge training solutions across Malaysia and internationally.
Her academic credentials are exceptional, including a PhD in Psychology with a focus on Human Behaviour and Human Resources, an MBA in Finance, and degrees in both Computer Science and Human Resources. Currently pursuing a second PhD in IT Information Security, Dr. Esther demonstrates an unwavering commitment to continuous learning and staying at the forefront of technological advancement. Her educational foundation is complemented by an impressive array of professional certifications, including Microsoft Certified Trainer (MCT), CISSP, ITIL, SAP Certified Associate, Certified Cyber Security Professional, Data Scientist, AI Engineering, and ECBA certifications.
Dr. Esther's technical expertise spans an extensive range of domains, from traditional programming languages like Java, C++, and PHP to modern technologies including Python, AI coding, machine learning, RPA, and IR 4.0 microservices. She is proficient in database management systems including Microsoft SQL Server and Oracle, web development frameworks, and enterprise solutions like SAP Crystal Reports and SharePoint Server. Her knowledge extends to cybersecurity, ethical hacking, network administration, and data analytics, making her uniquely qualified to address both technical and strategic business challenges.
As a trainer, Dr. Esther excels in bridging the gap between technical complexity and practical application. She delivers comprehensive training programs for both IT and non-IT professionals, covering everything from software development and cloud computing to soft skills such as digital marketing, business analysis, customer service, and project management. Her ability to communicate effectively in both English and Bahasa Malaysia enables her to connect with diverse audiences across different organizational levels.
Her impressive client portfolio includes leading organizations such as Maybank, Telekom Malaysia, Malaysian Airlines, Tenaga Nasional Berhad, Bank Negara, Ministry of Education, Ministry of Finance, and numerous multinational corporations. This extensive experience across banking, telecommunications, government, aviation, and technology sectors demonstrates her adaptability and deep understanding of varied industry requirements. Recognized with the Outstanding Achievement Award in Information Technology from University Malaya in 2013, Dr. Esther continues to empower organizations through innovative training solutions that drive digital transformation and professional excellence.
Instructor
Tarun Sukhani is a distinguished IT and Finance Executive with over 25 years of comprehensive experience in leading enterprise software solutions, business intelligence, and digital transformation initiatives. As a seasoned professional with a multi-cultural background and international work experience spanning the United States, Malaysia, and beyond, he brings exceptional expertise in designing and delivering highly scalable, concurrent, and performant enterprise systems with budgets reaching $100 million.
With an impressive academic foundation that includes a Doctor of Business Administration (in progress), dual Master's degrees in Information Systems Management and Business Administration from Loyola University Chicago, and multiple Bachelor's degrees from prestigious institutions including the University of Chicago and University of Illinois, Tarun combines theoretical knowledge with practical application. His specialization in Business Intelligence, Data Warehousing, Data Mining, and emerging technologies such as Deep Learning, IoT, and Blockchain positions him at the forefront of technological innovation.
As a polyglot developer with programming experience in over 20 languages and technologies, Tarun demonstrates remarkable versatility across the full software development lifecycle. His technical competencies span from traditional enterprise technologies (.NET, Java, C++) to modern frameworks (Python, Ruby, JavaScript/TypeScript) and cutting-edge platforms including Big Data ecosystems (Hadoop, Spark), Machine Learning frameworks (TensorFlow, DeepLearning4J), and Blockchain technologies (Ethereum, Hyperledger). His expertise extends to cloud architectures, DevOps practices, mobile development, and enterprise application integration.
Currently serving as Project Manager and Scrum Master at TopTal, one of the world's most selective consultancies accepting only 3% of applicants, Tarun provides project oversight and hands-on development for Fortune 500 and FAANG companies. His entrepreneurial spirit is evident through his role as Founder and CTO of Abundent, where he leads digital transformation initiatives and develops innovative solutions in facial recognition, fraud detection, and fintech.
Tarun's extensive training and consulting portfolio includes partnerships with premier training providers across Malaysia, Singapore, Europe, and the United States. He holds numerous industry certifications including Certified Scrum Master, Certified Scrum Professional, ITIL, TOGAF, and specialized certifications in Deep Learning and Information Security. His pedagogical expertise, combined with his technical depth, makes him an exceptional educator capable of translating complex technical concepts into actionable knowledge for diverse audiences across government, academic, and corporate sectors.
Instructor
Instructor
Instructor
Instructor Reviews
Tasmeea Rahman
Data Analytics & Engineering Training Specialist"Tasmeea was an excellent teacher. Very pleasant, willing to assist and answer concerns, and continuously asked how she could assist more. She made the course enjoyable as well as informative."
"Thank you so much for your invaluable guidance. I really enjoyed it and appreciated how much fun you made it! I feel much more equipped to cope with difficult challenges."
"The training was both fascinating and beneficial. Many members of the staff commented on how useful it was. Tasmeea delivers the topic with authority, wit, and passion."
Tarun Sukhani
IT Executive & Data Science Leader"I attended one of Tarun's Data Science course in Jakarta (CDSS). He was a professional trainer & very knowledgeable in Data Science. In his course, Tarun gave many practical examples & valuable information regarding how to conduct Data Science & it's related components (e.g. Software & Deployment Architecture). In addition to those lessons, he also gave very useful insights on building a career as a Data Scientist."
"He shared his professional insights on data science with a sense of humor that cleared up so many of my questions about the content and real-world applications. Information, tools, and resources given are very useful"
"Tarun is very passionate on the domains and gave numerous insights to support critical business decisions and develop data products to transform daily encounters and processes. He was a professional trainer & very knowledgeable in Data Science. His material is presented through a sequence of brief lectures, interactive demonstrations, great hands-on exercises, and discussions."
"Tarun is the best Data Science lecturer you can find. He is experienced, knowledgeable and humorous, someone who is willing to share generously his working experience and knowledge in the field with the students. "
"Training with Tarun has been awesome. He’s super knowledgable, funny, empathetic and a great educator in general. As someone who didn’t come from a computer science background, his teachings didn’t make me feel stupid or impossible to eventually arrive at being a competent developer. I could understand him as he communicates well & has helped me see the big picture of the computer science field beyond the scope of syntaxes. If you similarly did not come from a CS background and hope to transition into the world of programming but struggle to learn on your own, understand all the foreign & abstract concepts and connect the dots, I think the right person to guide you on your journey would make a big difference. Having someone who’s deep in the field with many years of experience narrow and communicate the relevant areas to focus would also close a big gap from having to struggle and figure out a lot of things on your own. Being able to maintain your interest during your learning journey is important too, thus finding that someone is important. All in all, I would wholeheartedly recommend Tarun and the backend course I took."
"Tarun is a results-driven & inspirational technology leader with a clear vision, direction, and broad-based technology expertise. He is passionate, intuitive, engaged, pragmatic, systematic, agile. His experiences span from small start-ups to complex, global companies, from being technical lead to technical strategist to being the leader of larger group of architecture and engineering teams. Much of his experiences are in the area of Java, Scala, Machine Learning, Neural Networks, Cloud Computing, Data Science and what not. I am truly amazed to experience his breadth & depth of technological expertise and pleasure to be part of his team."
"He was indeed very skilled, knowledgeable and passionate in the data science realm. I was impressed with his business know-how (how the world economy works and how all things can be explain with data, with/without bias) and technical skills in converting data into insights. I will not hesitate to recommend Tarun for any data science related training as I would like to attend more classes myself to learn from the best of the best."
"We’ve been collaborated many times in doing courses for the accountants. He spoke to quiet number of event in our company with various topic regards to accountants need. The collaboration was very smooth and his session definitely made a huge impact on our success. Mr Tarun is a great Professional!"
"Mr. Tarun is a driven, hardworking, and knowledgeable entrepreneur in his field." A broad-minded trainer who embraces change and inspires people to do better every day. Mr. Tarun sets a good example by being enthusiastic and dedicated, and he inspires and motivates others. I am delighted to be working for such personnel"
"Attended "Blockchain Training: An Overview for Business Professionals" conducted by Dr. Tarun. The reference materials are very comprehensive and an excellent means of conveying information. I was very impressed with how this technology works and adapted into business"
FAQ
Frequently Asked Questions About This Course
Why should you attend?
This comprehensive training program transforms manufacturing professionals into AI implementation experts through hands-on learning and real-world applications. Participants explore the intersection of artificial intelligence and Industry 4.0, mastering fundamental concepts from machine learning basics to advanced deep learning techniques specifically tailored for manufacturing environments. The curriculum covers essential data management skills including exploratory data analysis, sensor data integration, and manufacturing-specific data lifecycle management. Students gain practical experience with computer vision for quality assurance, predictive maintenance models, and generative AI applications for design optimization. Advanced topics include MLOps implementation, edge and cloud AI deployment strategies, and integration with existing factory systems including PLC, SCADA, and IoT infrastructure. Through extensive laboratory sessions and capstone projects, participants develop complete AI solutions addressing real manufacturing challenges such as defect detection, demand forecasting, and process optimization. The program emphasizes responsible AI practices, compliance requirements, and change management strategies essential for successful organizational AI adoption. Students conclude with comprehensive deployment skills and strategic roadmap development capabilities for enterprise-scale AI implementation.
What you'll learn
- Deploy AI models to edge devices and cloud platforms using MLOps best practices
- Design comprehensive AI implementation roadmaps with ROI calculations and risk assessment
- Integrate AI solutions with existing factory systems including PLC and SCADA networks
- Create digital twin simulations for AI-driven manufacturing process optimization
- Apply machine learning algorithms to solve manufacturing quality and efficiency challenges
- Develop computer vision systems for automated defect detection and quality assurance
- Build predictive maintenance models using sensor data and time-series analysis
Course Syllabus
Day 1 - AI Foundations & Data
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Day 2 - Machine Learning Applications
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 2
Day 3 - Advanced AI Techniques
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 3
Day 4 - Integration & Deployment
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 4
Day 5 - Implementation & Future
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 5
Instructor Reviews
Tasmeea Rahman
Data Analytics & Engineering Training Specialist"Tasmeea was an excellent teacher. Very pleasant, willing to assist and answer concerns, and continuously asked how she could assist more. She made the course enjoyable as well as informative."
"Thank you so much for your invaluable guidance. I really enjoyed it and appreciated how much fun you made it! I feel much more equipped to cope with difficult challenges."
"The training was both fascinating and beneficial. Many members of the staff commented on how useful it was. Tasmeea delivers the topic with authority, wit, and passion."
Tarun Sukhani
IT Executive & Data Science Leader"I attended one of Tarun's Data Science course in Jakarta (CDSS). He was a professional trainer & very knowledgeable in Data Science. In his course, Tarun gave many practical examples & valuable information regarding how to conduct Data Science & it's related components (e.g. Software & Deployment Architecture). In addition to those lessons, he also gave very useful insights on building a career as a Data Scientist."
"He shared his professional insights on data science with a sense of humor that cleared up so many of my questions about the content and real-world applications. Information, tools, and resources given are very useful"
"Tarun is very passionate on the domains and gave numerous insights to support critical business decisions and develop data products to transform daily encounters and processes. He was a professional trainer & very knowledgeable in Data Science. His material is presented through a sequence of brief lectures, interactive demonstrations, great hands-on exercises, and discussions."
"Tarun is the best Data Science lecturer you can find. He is experienced, knowledgeable and humorous, someone who is willing to share generously his working experience and knowledge in the field with the students. "
"Training with Tarun has been awesome. He’s super knowledgable, funny, empathetic and a great educator in general. As someone who didn’t come from a computer science background, his teachings didn’t make me feel stupid or impossible to eventually arrive at being a competent developer. I could understand him as he communicates well & has helped me see the big picture of the computer science field beyond the scope of syntaxes. If you similarly did not come from a CS background and hope to transition into the world of programming but struggle to learn on your own, understand all the foreign & abstract concepts and connect the dots, I think the right person to guide you on your journey would make a big difference. Having someone who’s deep in the field with many years of experience narrow and communicate the relevant areas to focus would also close a big gap from having to struggle and figure out a lot of things on your own. Being able to maintain your interest during your learning journey is important too, thus finding that someone is important. All in all, I would wholeheartedly recommend Tarun and the backend course I took."
"Tarun is a results-driven & inspirational technology leader with a clear vision, direction, and broad-based technology expertise. He is passionate, intuitive, engaged, pragmatic, systematic, agile. His experiences span from small start-ups to complex, global companies, from being technical lead to technical strategist to being the leader of larger group of architecture and engineering teams. Much of his experiences are in the area of Java, Scala, Machine Learning, Neural Networks, Cloud Computing, Data Science and what not. I am truly amazed to experience his breadth & depth of technological expertise and pleasure to be part of his team."
"He was indeed very skilled, knowledgeable and passionate in the data science realm. I was impressed with his business know-how (how the world economy works and how all things can be explain with data, with/without bias) and technical skills in converting data into insights. I will not hesitate to recommend Tarun for any data science related training as I would like to attend more classes myself to learn from the best of the best."
"We’ve been collaborated many times in doing courses for the accountants. He spoke to quiet number of event in our company with various topic regards to accountants need. The collaboration was very smooth and his session definitely made a huge impact on our success. Mr Tarun is a great Professional!"
"Mr. Tarun is a driven, hardworking, and knowledgeable entrepreneur in his field." A broad-minded trainer who embraces change and inspires people to do better every day. Mr. Tarun sets a good example by being enthusiastic and dedicated, and he inspires and motivates others. I am delighted to be working for such personnel"
"Attended "Blockchain Training: An Overview for Business Professionals" conducted by Dr. Tarun. The reference materials are very comprehensive and an excellent means of conveying information. I was very impressed with how this technology works and adapted into business"
Public Pricing
Corporate Pricing
Pax:
Training Provider Pricing
Pax:
Features
Subsidies
Ratings and Reviews
Instructors
Dr. Esther Suria Kala is a highly accomplished ICT consultant and corporate trainer with nearly 30 years of extensive experience in information technology, project management, and organizational development. As the founder of Angel Software Solutions, she has established herself as a versatile and dedicated professional who delivers cutting-edge training solutions across Malaysia and internationally.
Her academic credentials are exceptional, including a PhD in Psychology with a focus on Human Behaviour and Human Resources, an MBA in Finance, and degrees in both Computer Science and Human Resources. Currently pursuing a second PhD in IT Information Security, Dr. Esther demonstrates an unwavering commitment to continuous learning and staying at the forefront of technological advancement. Her educational foundation is complemented by an impressive array of professional certifications, including Microsoft Certified Trainer (MCT), CISSP, ITIL, SAP Certified Associate, Certified Cyber Security Professional, Data Scientist, AI Engineering, and ECBA certifications.
Dr. Esther's technical expertise spans an extensive range of domains, from traditional programming languages like Java, C++, and PHP to modern technologies including Python, AI coding, machine learning, RPA, and IR 4.0 microservices. She is proficient in database management systems including Microsoft SQL Server and Oracle, web development frameworks, and enterprise solutions like SAP Crystal Reports and SharePoint Server. Her knowledge extends to cybersecurity, ethical hacking, network administration, and data analytics, making her uniquely qualified to address both technical and strategic business challenges.
As a trainer, Dr. Esther excels in bridging the gap between technical complexity and practical application. She delivers comprehensive training programs for both IT and non-IT professionals, covering everything from software development and cloud computing to soft skills such as digital marketing, business analysis, customer service, and project management. Her ability to communicate effectively in both English and Bahasa Malaysia enables her to connect with diverse audiences across different organizational levels.
Her impressive client portfolio includes leading organizations such as Maybank, Telekom Malaysia, Malaysian Airlines, Tenaga Nasional Berhad, Bank Negara, Ministry of Education, Ministry of Finance, and numerous multinational corporations. This extensive experience across banking, telecommunications, government, aviation, and technology sectors demonstrates her adaptability and deep understanding of varied industry requirements. Recognized with the Outstanding Achievement Award in Information Technology from University Malaya in 2013, Dr. Esther continues to empower organizations through innovative training solutions that drive digital transformation and professional excellence.
Tarun Sukhani is a distinguished IT and Finance Executive with over 25 years of comprehensive experience in leading enterprise software solutions, business intelligence, and digital transformation initiatives. As a seasoned professional with a multi-cultural background and international work experience spanning the United States, Malaysia, and beyond, he brings exceptional expertise in designing and delivering highly scalable, concurrent, and performant enterprise systems with budgets reaching $100 million.
With an impressive academic foundation that includes a Doctor of Business Administration (in progress), dual Master's degrees in Information Systems Management and Business Administration from Loyola University Chicago, and multiple Bachelor's degrees from prestigious institutions including the University of Chicago and University of Illinois, Tarun combines theoretical knowledge with practical application. His specialization in Business Intelligence, Data Warehousing, Data Mining, and emerging technologies such as Deep Learning, IoT, and Blockchain positions him at the forefront of technological innovation.
As a polyglot developer with programming experience in over 20 languages and technologies, Tarun demonstrates remarkable versatility across the full software development lifecycle. His technical competencies span from traditional enterprise technologies (.NET, Java, C++) to modern frameworks (Python, Ruby, JavaScript/TypeScript) and cutting-edge platforms including Big Data ecosystems (Hadoop, Spark), Machine Learning frameworks (TensorFlow, DeepLearning4J), and Blockchain technologies (Ethereum, Hyperledger). His expertise extends to cloud architectures, DevOps practices, mobile development, and enterprise application integration.
Currently serving as Project Manager and Scrum Master at TopTal, one of the world's most selective consultancies accepting only 3% of applicants, Tarun provides project oversight and hands-on development for Fortune 500 and FAANG companies. His entrepreneurial spirit is evident through his role as Founder and CTO of Abundent, where he leads digital transformation initiatives and develops innovative solutions in facial recognition, fraud detection, and fintech.
Tarun's extensive training and consulting portfolio includes partnerships with premier training providers across Malaysia, Singapore, Europe, and the United States. He holds numerous industry certifications including Certified Scrum Master, Certified Scrum Professional, ITIL, TOGAF, and specialized certifications in Deep Learning and Information Security. His pedagogical expertise, combined with his technical depth, makes him an exceptional educator capable of translating complex technical concepts into actionable knowledge for diverse audiences across government, academic, and corporate sectors.
FAQ
Frequently Asked Questions About This Course
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