Machine Learning Python Course
What will I learn?
Unlock the power of data with our Machine Learning Python Course, tailored for Business Intelligence professionals. Dive into data exploration and analysis, master preprocessing techniques, and harness the potential of machine learning algorithms like linear regression and decision trees. Learn feature engineering, model training, and evaluation, and optimize your models with hyperparameter tuning. Conclude with model deployment and documentation, ensuring your skills are ready for real-world application. Join now to elevate your BI expertise!
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master model deployment: Save, load, and document models for seamless integration.
Enhance feature engineering: Create interaction features and extract date insights.
Optimize model training: Implement train-test splits and evaluate with metrics.
Explore data effectively: Analyze data structures and load datasets using Pandas.
Refine preprocessing skills: Normalize, scale, and encode categorical data efficiently.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change the chapters and the 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 like the examples below
This is a free course, focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.