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E-learning Beginner

Introduction to Data Science and Machine Learning for Industry 4.0

Provider AMRICC Academy

Data science and machine learning

Course description

This beginner level course will introduce you to the principles of Artificial Intelligence (AI), Machine Learning, Deep Learning and Data Science, providing an overview of how they are used in the ceramics industry and materials science. You will learn about the different types of data and how they can be stored, processed and analysed. Through this course you will also gain an understanding of what makes good quality data and why it is important to balance quality and quantity within your data sets. 

This course will also introduce you to data modelling, providing an overview of the different types of model, the key steps in model development and why model training is important. 

  • Understand the types of data and the importance of data in improving ceramic materials production and testing.
  • Understand the principles of data science and machine learning and their importance within the ceramics industry.
  • Learn how data can help solve real-world problems encountered within the ceramics industry.
  • Understand what information is crucial in order to collect accurate and consistent data for a robust data-driven approach.
  • Understand the steps involved in model development and why they are important.
  • Learn how a data-driven approach can guide better decision making, forecasting and insight generation through building a machine learning system to identify patterns in the data. 
  • Problem Solving
  • Data Literacy
  • Data Collection Techniques Awareness
  • Data Analysis Techniques Awareness
  • Data Modelling Awareness

If you are working in ceramics or materials science and have an interest in learning more about Data Science and Machine Learning and their uses in these fields then this course is of benefit to you. There are no pre-requisites to this course meaning whether or not you have heard of Data Science and Machine Learning you will still be able to benefit from this course and increase your understanding of this and how it applies to the field of ceramics. Regardless of your background, this course with give you the benefit of upskilling through gaining an increased understanding of emerging technologies. 

  • Access to 1 hour worth of eLearning content developed by AMRICC Centre experts.
  • 12 months of access to the eLearning course, which you can revisit anytime. Your progress is saved via your access link, so you can complete the training at your own pace without needing to finish in one sitting.

Want to customise this course to suit your specific needs?
Contact us to discuss your requirements and the options available.

Course

Duration 1-2 hours
Delivery Method Online
Learner Level Beginner

Price per plan

Subscribers

£421.20 incl. VAT £351 excl. VAT

Non-Subscribers

£468 incl. VAT £390 excl. VAT
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