Data Science Machine Learning Course
What will I learn?
Unlock the potential of data through our Data Science and Machine Learning Course, specifically designed for Business Intelligence experts in Lesotho. Delve into feature engineering, mastering time-based and industry-specific approaches. Improve your abilities in data preparation, managing incomplete data, and converting categorical variables. Investigate machine learning algorithms such as Decision Trees and Gradient Boosting. Learn model creation, assessment, and application, integrating them smoothly into business workflows. Enhance your BI skills with relevant, top-notch insights.
Apoia's Unique Features
Develop skills
Enhance your practical skills as listed below
Become proficient in feature engineering: Develop effective, industry-relevant features.
Implement models seamlessly: Integrate efficiently into business workflows.
Assess models accurately: Utilize RMSE, MAE, and cross-validation methods.
Prepare data effectively: Clean, convert, and manage missing data.
Refine algorithms: Adjust hyperparameters and evaluate model effectiveness.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can adjust the chapters and workload.
- Choose your starting chapter
- Add or remove chapters
- Alter the total 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 development. It is not equivalent to a technical, undergraduate, or postgraduate course, but provides practical and relevant knowledge for your career.