What you would learn in Learn Machine Learning & Data Mining in Python course?
If you want to know how to build models of machine learning and then use these models in the data mining process, This course is perfectly suitable for you. This course teaches data mining and how you can apply machine learning algorithms to data mining. Additionally, you will be able to understand the in-depth process of how deep learning works and how you can build an advanced model of deep learning to tackle a business issue. Beginning the course, you'll be able to comprehend the fundamentals of data mining and also discover the fields of business in which data mining is used.
Then, you'll learn how to build machine learning models using Python with the help of various data science libraries specifically designed for this use. NumPy, Pandas, and Matplotlibare three examples of these models. You can incorporate and then use it to develop algorithmic models for machine learning in Python. You will be able to type codes in Python entirely from scratch without having a prior understanding of coding. You'll know the actual code required to create model-based machine learning. This course will give you the information that you require straightforwardly and straightforwardly to facilitate this learning. The course will help you build your knowledge step by step until you're familiar with the most popular Machine Learning algorithms.
Content of the Course
- Learn all you can concerning Data Mining and its applications
- Know Machine Learning and its connection to Data Mining
- Learn about all Machine Learning algorithms, their types, and how they are used in the business world.
- Learn to apply Machine Learning algorithms in different business scenarios.
- Learn to install and utilize the Python programming language to develop machine learning algorithms in a straightforward method
- Learn how to transfer the data set you have in Python and perform the necessary clean-up before creating the algorithms.
- Learn to interpret the outcomes of each algorithm and then examine them against each other to determine which is the most effective.
- Learn to make graphs using Pythons like Regression graphs, and scattered graphs and incorporate them into your research
- Learn about data analysis with PySpark
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