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Fast-track All-In-One Data Science — AI, and ML for Manufacturing

Start from TBD
duration 10 sessions
Class type Online Interactive

About the Training

Data Science, Artificial Intelligence (AI) and Machine Learning (ML) can play a significant role in transforming the manufacturing industry by optimizing production processes, improving product quality, reducing downtime, and enhancing overall efficiency. The training program is highly interactive and case study based from manufacturing sectors. Here are some ways in which AI, ML, and Data Science can be applied in manufacturing:

Predictive Maintenance:

By collecting and analyzing data from sensors and machines, manufacturers can use ML algorithms to predict when machines are likely to fail and proactively schedule maintenance before a breakdown occurs. This can minimize downtime and reduce maintenance costs.

Quality Control:

By analyzing data from product inspections and quality control checks, manufacturers can use ML algorithms to identify patterns and anomalies that can help detect defects and improve product quality.

Inventory Management:

By analyzing data from sales, shipments, and production schedules, manufacturers can use ML algorithms to optimize inventory levels, reduce waste, and improve supply chain efficiency.

Process Optimization:

By analyzing data from production processes, manufacturers can use ML algorithms to identify inefficiencies, optimize machine settings, and reduce energy consumption.

Supply Chain Optimization:

By analyzing data from suppliers, logistics partners, and production processes, manufacturers can use ML algorithms to optimize supply chain operations, reduce lead times, and improve overall efficiency. To train employees in these areas, AI, ML, and Data Science training programs for manufacturing can cover topics such as:

  • Data collection and pre-processing techniques
  • Machine learning algorithms for predictive maintenance, quality control, inventory management, process optimization, and supply chain optimization
  • Data visualization and analysis tools
  • Big data technologies for processing and analyzing large volumes of manufacturing data
  • Industry-specific case studies and examples of AI, ML, and Data Science in manufacturing

Overall, AI, ML, and Data Science can help manufacturing companies become more agile, efficient, and competitive, and training programs can provide employees with the knowledge and skills needed to leverage these technologies to their fullest potential.

Certificate

Certification Program

Training Mode

Online Interactive

Training Start From

TBD

Examination Mode

Online

What will you learn?

  • What is Data Science?
  • What is AI?
  • What is ML?
  • Overview of the course content and goals
  • What is Manufacturing?
  • Overview of different types of manufacturing processes and industries
  • Understanding the challenges in manufacturing and how Data Science can help
  • Introduction to data collection methods in manufacturing
  • Basic concepts of data cleaning
  • Techniques for handling missing and duplicate data
  • Basic concepts of data visualization
  • Techniques for creating effective visualizations
  • Hands-on exercise: Creating visualizations for manufacturing data
  • Basic concepts of machine learning
  • Types of machine learning algorithms
  • Understanding the difference between supervised and unsupervised learning
  • What is Predictive Maintenance?
  • Understanding the benefits of predictive maintenance in manufacturing
  • Techniques for building predictive maintenance models using machine learning
  • What is Quality Control?
  • Techniques for detecting anomalies in manufacturing data
  • Hands-on exercise: Building anomaly detection models for manufacturing data
  • Techniques for optimizing production in manufacturing
  • Introduction to optimization algorithms
  • Hands-on exercise: Building production planning and optimization models using machine learning
  • What is Supply Chain Management?
  • Techniques for using Data Science to optimize supply chain management
  • Hands-on exercise: Building supply chain optimization models using machine learning
  • Introduction to advanced topics in manufacturing, such as smart manufacturing and Industry 4.0
  • How Data Science, AI, and ML are transforming manufacturing
  • Hands-on exercise: Building a project using Data Science, AI, and ML for manufacturing

Benefits of the Programme

People who participate in AI, ML, and Data Science training programs can expect to learn a wide range of topics related to these fields. Here are some examples of what they may learn:

Improved efficiency and productivity:

By training employees in AI, ML, and Data Science, manufacturers can optimize their production processes, reduce downtime, and improve overall efficiency. This can lead to higher productivity and increased profitability.

Improved product quality:

By using AI and ML algorithms for quality control, manufacturers can identify defects and anomalies that may be missed by human inspectors. This can lead to improved product quality and reduced waste.

Improved supply chain management:

By using AI and ML algorithms to analyze supply chain data, manufacturers can optimize inventory levels, reduce lead times, and improve overall efficiency. This can help them become more agile and responsive to changing market conditions.

Reduced maintenance costs:

By using AI and ML algorithms for predictive maintenance, manufacturers can identify potential machine failures before they occur and schedule maintenance proactively. This can reduce downtime and maintenance costs.

Better decision-making:

By providing employees with training on AI, ML, and Data Science, manufacturers can enable them to make data-driven decisions that are based on insights gleaned from large volumes of data. This can lead to better decision-making and improved outcomes.

Competitive advantage:

By leveraging AI, ML, and Data Science, manufacturers can gain a competitive advantage in their industry. By providing fast track training programs to their employees, they can ensure that they have the skills and knowledge needed to stay ahead of the curve.

Overall, fast track training programs on AI, ML, and Data Science can help manufacturers improve their efficiency, productivity, and profitability while staying competitive in a rapidly evolving industry.

Who should attend?

Fast track training on AI, ML, and Data Science in manufacturing can benefit a wide range of employees in different roles and departments within a manufacturing organization. Here are some of the key groups of people who should attend this type of training:

  • Engineers and Technicians
  • Data Analysts
  • Quality Control Professionals
  • Logistics and Supply Chain Professionals
  • Business Leaders and Decision-makers

Overall, anyone who works in a manufacturing environment and is interested in improving efficiency, productivity, and profitability through the use of AI, ML, and Data Science can benefit from attending a fast track training program in this area.

Examination Details

The examination will be conducted online.

The duration of the examination is 45 minutes, during which candidates will be required to answer multiple-choice questions that test their understanding of the course material. The questions will be presented in a format where candidates need to select the best answer out of four choices.

Candidates who successfully complete the examination will receive certificate from Gems Training and Consultancy signed by the Trainer.

Certificate

Certification Program

Examination Duration

45 Minutes

Examination Mode

Online

Question Type

MCQs

Fee Structure

Our Fast-track All-In-One Data Science, AI, and ML for Manufacturing Program fee structure is designed to be transparent and affordable. The total fee for the course is INR 19,999/ USD 249 (plus 18% GST) per candidate, which includes all course materials, examination and certification.

To secure your seat in the course, a booking amount of INR 5,000/ USD 65 is required. This booking amount serves as an initial deposit to confirm your enrollment in the course. The balance amount can be paid at any time before June 10, 2023.

We have limited seats for 12th June, 2023 batch, seats are booked on first come first serve basis.

*Fees inclusive of training materials, online training, examination fees, logistic of certificate sending to the participants.

INR 19,999*

Early bird discount/booking for 2 and above price -

INR 14,999*

(Flat 25% off)

Limited Time Offer

*18% GST will applicable while checkout.

  • No hidden charges
  • Includes course materials
  • Examination and Certification

Register Now