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Machine Learning applied to manufacturing processing
Rating: 3.9 out of 5(84 ratings)
618 students

Machine Learning applied to manufacturing processing

Learn to develop a machine learning project to real world problems in manufacturing processes
Created byLeo Bravo
Last updated 3/2020
English

What you'll learn

  • How to apply machine learning techniques to real world problems in the area of manufacturing
  • Learn to implement useful and popular machine learning algorithms
  • Learn what manufacturing processing is
  • Learn about supervised and unsupervised machine learning approaches
  • Learn to train a machine learning model
  • Learn how to apply machine learning to a power plant
  • Learn how a real data analysis project is developed
  • Learn how to work with data files and load for data analysis
  • Learn how to use free python libraries for machine learning
  • Learn how to use jupyter notebook as a tool to develop a machine learning project
  • Get valuable insights from data analysis and build a report

Course content

6 sections • 17 lectures • 1h 58m total length

  • Introduction to Unit operations4:48

    If you want to get the course's slides file in PDF (for free) to support your learning process, you can subscribe here and I will send you the material:

    https://forms.gle/ZeNuNPBTxbqXX3VXA

  • Control and monitoring systems of processes4:47
  • Production measurements in production plants1:31

Requirements

  • Basic knowledge of Python is required in order to understand the analysis (but I explained you all the code we are developing)
  • No previous knowledge in Machine Learning is required
  • No previous knowledge in manufacturing is required

Description

In this course, you are going to learn how to develop a machine learning project to solve real-world problems that you can find in the manufacturing area.

You will learn the more practical and useful algorithms that can help you to do predictions and work with big data.

If you are not familiar with machine learning and manufacturing, don't worry, because, in this course, you will learn the necessary to understand these manufacturing areas and machine learning thinking, so easily you will apply these techniques to this field.

And as we know, the best way to learn is making, so we will develop a project using python, in which we are going to analyze a real production power plant and we are going to develop different machine learning in order to predict the production of electricity based on various variables.

So, get started in machine learning with this amazing course and start to learn a bit about how machine learning can improve the manufacturing world.

Who this course is for:

  • Anyone who wants to learn about Machine Learning and its applications to manufacturing area
  • Anyone who wants to learn how to build a real world machine learning project

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