Machine Learning Beginner Course
What will I learn?
Unlock the potential of machine learning with our comprehensive course for Beginners, designed for technology professionals keen to upskill. Dive into the fundamentals of machine learning, explore data preprocessing techniques, and master linear regression. Learn to interpret model results, handle missing values, and document insights effectively. With a focus on practical, high-quality content, this course empowers you to confidently apply machine learning concepts in real-world scenarios. Enrol now to transform your career.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master data preprocessing: Handle missing values and scale features effectively.
Analyse model results: Assess accuracy and understand limitations and coefficients.
Conduct exploratory data analysis: Visualise data and perform correlation analysis.
Train and evaluate models: Split data, train models, and evaluate performance.
Document insights: Present conclusions and write comprehensive data reports.
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.