Machine Learning applied to manufacturing processing

Learn to develop a machine learning project to real world problems in manufacturing processes

Created by: Leo Bravo
Data Science Master and Chemical Engineer

What Will I 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

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

Target audience

• 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