Data Science AI ML Course
What will I learn?
Unlock the power of data with our Data Science, AI and ML Course, designed for technology professionals keen to excel. Delve into feature selection strategies, master hyperparameter tuning, and explore advanced machine learning algorithms like Random Forest and Gradient Boosting. Get hands-on experience with data preprocessing, model training, and evaluation techniques. Learn how to interpret model outputs and create impactful reports. This concise, high-quality course equips you with practical skills to thrive in today's data-driven world.
Apoia's Unique Features
Develop skills
Enhance the growth of the practical skills listed below
Master feature selection to improve model accuracy and efficiency.
Optimise hyperparameters using advanced search techniques.
Evaluate models using robust cross-validation and metrics.
Explore data to identify patterns and outliers effectively.
Implement machine learning algorithms for predictive insights.
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.