Predictive Analytics Analyst Course
What will I learn?
Unlock the power of predictive analytics with our comprehensive course designed for Business Intelligence professionals. Dive into data exploration, master data cleaning strategies, and learn feature engineering to enhance model accuracy. Gain expertise in selecting and training predictive models, including linear regression, decision trees, and advanced techniques like random forests. Develop skills in interpreting results and crafting effective reports to provide actionable business insights. Elevate your career with practical, high-quality learning.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master data cleaning: Handle missing data and correct inconsistencies effectively.
Develop feature engineering: Create new features and incorporate economic indicators.
Select predictive models: Choose and apply linear regression and decision trees.
Train and evaluate models: Use data splitting techniques for optimal performance.
Interpret model results: Provide actionable business insights and analyze key drivers.
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.