AI Data Science Course
What will I learn?
Unlock the power of data with our AI Data Science Course, designed for Business Intelligence professionals in Namibia. Delve into data exploration techniques to spot missing values and identify patterns. Master feature engineering and data preparation methods to improve data quality. Learn how to train, validate, and evaluate models using metrics like MAE and RMSE. Get a good understanding of AI model selection, including models like LSTM, Random Forest, and ARIMA. Turn data into practical business recommendations that can help your business succeed.
Apoia's Unique Features
Develop skills
Enhance the growth of the practical skills listed below
Master data exploration: Spot patterns and unusual things in data sets.
Develop insights: Create practical business recommendations.
Engineer features: Create and choose useful data features.
Train AI models: Use effective model training and validation methods.
Evaluate models: Compare how well models perform using important measures like MAE and RMSE.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify the chapters and the workload.
- Select which chapter to commence with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can include
You’ll be able to generate additional chapters similar to the examples below
This is a free course focused on personal and professional growth. It does not equate to a technical, undergraduate, or postgraduate qualification, but offers practical and relevant knowledge for your professional journey.