Learn Data Mining and Machine Learning With Python

Learn how to create Machine Learning algorithms in Python and use them in Data Mining

If you need to learn how to understand and create Machine Learning models used to solve business problems, this course is for you. You will learn in this course everything you need about Data Mining process, Machine Learning and how to implement Machine Learning algorithms in Data Mining. This course was designed to provide information in a simple and straight forward way so ease learning methods. You will from scratch and keep building your knowledge step by step until you become familiar with the most used Machine Learning algorithms.

What you’ll learn

  • Learn everything about Data Mining and its applications.
  • Understand Machine Learning and its connection with Data Mining.
  • Learn all Machine Learning algorithms, their types, and their usage in business.
  • Learn how to implement Machine Learning algorithms in different business scenarios.
  • Learn how to install and use Python programming language to create machine learning algorithms in a simple way.
  • Learn how to import your data sets into Python and make required cleaning before creating the algorithms.
  • Learn how to interpret the results of each algorithms and compare them with each other to choose the optimum one.
  • Learn how to create graphs in Pythons, such as scattered and regression graphs and use them in your analyses.

Course Content

  • Introduction –> 7 lectures • 28min.
  • Setup Programming Environment –> 1 lecture • 6min.
  • Supervised Learning Algorithms –> 47 lectures • 3hr 56min.
  • Unsupervised Learning Algorithms –> 15 lectures • 1hr 21min.
  • Deep Learning –> 12 lectures • 44min.

Learn Data Mining and Machine Learning With Python

Requirements

  • Basic knowledge in Statistics and operating systems.

If you need to learn how to understand and create Machine Learning models used to solve business problems, this course is for you. You will learn in this course everything you need about Data Mining process, Machine Learning and how to implement Machine Learning algorithms in Data Mining. This course was designed to provide information in a simple and straight forward way so ease learning methods. You will from scratch and keep building your knowledge step by step until you become familiar with the most used Machine Learning algorithms.