Machine Learning Python Course
What will I learn?
Unlock the power of data using our Machine Learning Python Course, specially designed for Business Intelligence professionals here in Zambia. You'll learn how to explore and analyse data, become a pro at cleaning and preparing data, and use powerful machine learning tools like linear regression and decision trees. We'll cover how to create new features from your data, train and test your models, and make them even better by fine-tuning them. Finally, you'll learn how to put your models into action and document your work, making sure you're ready to use these skills in the real world. Join us now and take your BI skills to the next level!
Apoia's Unique Offerings
Develop your skills
Enhance your practical skills listed below
Master model deployment: Learn how to save, load, and document your models so they can be easily used in different situations.
Enhance feature engineering: Discover how to create new features by combining existing ones and how to get important information from dates.
Optimize model training: Understand how to split your data for training and testing and how to use different measures to see how well your model is doing.
Explore data effectively: Learn how to work with different types of data and how to load data using Pandas.
Refine preprocessing skills: Get good at normalising and scaling data, and at converting categorical data so that your models can understand it.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change the chapters and workload.
- Choose which chapter to start with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can add
You will be able to generate more chapters similar to the examples below
This is a free course aimed at personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but provides practical and relevant knowledge for your professional journey.