Learn Data Mining and Machine Learning With Python
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
- Preview02:22
- Preview01:40
- 00:44Control the Pace of a Lesson
- Preview09:25
- 1 questionData Mining Definition
- Preview02:39
- 1 questionMachine Leaning Sub-fields.
- 03:36How Does Machine Learning Work
- 1 questionTrain and Test Sets.
- 07:49Machine Learning Algorithms Types
- 1 questionMachine Leaning Types
- 00:16Course Rating
Requirements
- Basic knowledge in Statistics and operating systems
Description
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.
Who this course is for:
- Anyone who need to use machine learning algorithms in data mining for business implementation
Featured review
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Instructor
- 4.3 Instructor Rating
- 1,644 Reviews
- 3,787 Students
- 5 Courses
My name is Abraham Joudah
I have worked in IT and Data Science for more than 15 years. After completed my bachelor’s in computer science, I worked Database Administrator in one of the engineering companies. I have obtained several certificates from Microsoft like MCSE, MCDBA and MCSA. After several years of working in IT, I started focusing on Data Science field and learning SQL in depth to enhance my business data analysis skills. I have worked Data Analyst in several companies. Over several years of working in this field I mastered using several analytical tools, such as: R, SAS, SQL, Tableau, and Excel. As I love and enjoy working at data science I pursued my study in this major till I obtained my master’s degree in Business Analytics from University of North Texas.
I love teaching Data Science, So I decided to create several courses in this field to share my knowledge with others. I tried to present something new in my classes. Instead of keep repeating same materials and curriculum which are already existing everywhere, I added materials simulate real business scenario. I included examples that based on real business cases to learn something practical rather than learning everything about basics. In other words, I tried to create shortcuts for practical learning to focus on what is really needed in the work field.