AI And Machine Learning Course
What will I learn?
Boost your Business Intelligence career with our AI and Machine Learning Course. Get skilled in data preparation, including formatting, dealing with missing values, and handling outliers properly. Explore predictive algorithms like linear regression, decision trees, and more advanced techniques like random forests. Fine-tune models using ensemble methods and hyperparameter tuning. Learn about cross-validation, data splitting, and how to measure performance. Improve your ability to understand results and write good reports. Sign up now for learning that's straight to the point and top-notch, made for BI professionals like you.
Apoia's Unique Features
Develop skills
Enhance the growth of the practical skills listed below
Become a pro at data cleaning: Sort out missing values and outliers with accuracy.
Use ML algorithms: Apply linear regression and decision trees effectively.
Fine-tune models: Make models work better with hyperparameter tuning and ensemble methods.
Check how accurate models are: Use cross-validation and performance measures like MAE and RMSE.
Report what you find: Create reports that grab attention and confidently analyze model predictions.
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.