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Industrial AI (Expert)
Stay ahead of the curve: Get certified in Industrial AI through our training!
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In this course, you will explore the fundamentals of AI and its transformative potential in industries such as finance, renewables, energy, healthcare, and more. You’ll gain insights into the underlying technologies that power AI, including machine learning, deep learning, and neural networks.
The course focuses on the practical implementation of AI techniques in industrial contexts. You’ll learn about data collection, preprocessing, and feature engineering to prepare data for AI models. You will explore specific applications of AI in industrial settings, such as predictive maintenance, quality control, anomaly detection, optimization, and process automation. You’ll learn how AI can improve efficiency, reduce costs, and enhance decision-making within industrial operations. By the end of this course, participants will gain:
- Solid understanding of Artificial Intelligence (AI) and its applications in industrial contexts.
- Knowledge of the underlying technologies such as machine learning, deep learning, and neural networks.
- Skills in data collection, preprocessing, and feature engineering for AI models in industrial settings.
- Proficiency in algorithm selection, model training, and evaluation for developing robust AI systems.
- Understanding of specific applications of AI in areas such as predictive maintenance, quality control, and process optimization.
- Ability to improve efficiency, reduce costs, and enhance decision-making using AI in industrial operations.
- Familiarity with considerations of data privacy, security, and ethical implementation of AI in industrial environments.
- Awareness of regulatory frameworks and best practices for responsible and ethical AI implementation.
- Preparedness to leverage Industrial AI to drive innovation and solve complex problems within organizations.
Main Features
- Personalized Learning Paths with a gamified LMS
- Industry Product Demos
- Q&A Forums
- Advisory/Mentor Meets & Breakout Sessions
- Ready Sandbox with Industry Data and POC Configurations
- Design Thinking Templates for Implementation
- Support for Industry Certifications
- Access to Industry Accelerators/Hackathons
- Guidance to Design POCs/MVPs with Tech Teams
- Practical Assignments and Feedback
Target Audience
- Engineers and technical professionals involved in industrial operations and processes.
- Data scientists and analysts looking to apply AI techniques in industrial contexts.
- Operations managers seeking to enhance efficiency and optimize industrial processes using AI.
- Industrial automation professionals interested in leveraging AI for process control and optimization.
- Researchers and academicians exploring the intersection of AI and industrial applications.
- Professionals in manufacturing, logistics, energy, healthcare, and other industrial sectors.
- AI enthusiasts interested in understanding the practical implementation of AI in industrial settings.
- Managers and decision-makers responsible for driving innovation and digital transformation in industries.
Industry Overview
Industry Challenges and Opportunities
Value Chain Analysis
Use Cases / Industry Solutions
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11
Demos to Solution AcceleratorsThis lesson on solution accelerator demos will showcase asset performance analytics through AI/BI dashboards in Python, Power BI or Tableau. These AI/BI dashboards will cover Machine Insights (CNCs, Pumps) , Process Insights and Production Insights.
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12
Industry Datasets
Industry Datasets
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13
Use Case Development framework
Use Case Approach, Program Outcomes and Benefits
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14
Access to Sandbox
Access to Sandbox
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15
Q&A Forums
Industry Accelerators
esign Thinking & Change Management
What is the duration of the course?
The duration of each course may vary. Please refer to the course details for specific information on the duration and pace of learning.
Is there a specific time to start the course, or can I begin anytime?
Our courses are designed to be flexible, allowing you to start at any time that suits you. There are no strict start dates, so you can enroll and begin learning whenever you're ready within a specified course completion period.
Can I access the course material after completing the course?
Yes, you will have continued access to the course material even after completing the course. You can revisit the content, review the lectures, and refer to the resources whenever you need them within a specified course completion period.
Will I receive a certificate upon completion?
Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate validates your participation and achievement and can be a valuable addition to your professional profile.
Are there any prerequisites for this course?
Prerequisites, if any, will be mentioned in the course details. Some courses may require a basic understanding of certain concepts or prior knowledge in a related field. However, our courses are designed to accommodate learners from various backgrounds.
What support is available during the course?
We have a dedicated support team available to assist you throughout your learning journey. If you encounter any technical difficulties or have questions about the course content, you can reach out to our support team via email or through the learning management system (LMS). We have also created online breakout sessions with the course mentors and you can participate in such sessions.
Can I interact with instructors or other participants?
Yes, interaction is encouraged! Depending on the course, you may have opportunities to engage with instructors and fellow participants through discussion forums, Q&A sessions, or live webinars. This collaborative learning environment allows for networking and sharing of insights and experiences.
Will there be assessments or exams in the course?
Courses may include assessments or exams to gauge your understanding of the material. These assessments can take various forms, such as quizzes, assignments, or projects. They are designed to help reinforce your learning and provide valuable feedback.
Can I get a refund if I am not satisfied with the course?
Our refund policy may vary for different courses. Please refer to the enrollment details or contact our support team to inquire about the specific refund policy for the course you are interested in.
How do I enroll in a course?
To enroll in a course, simply visit our website or the course page. There, you will find detailed information about the course, including the enrollment process, fees (if applicable), and any additional requirements. Follow the instructions.
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