Machine Learning Course For Beginners
What will I learn?
Unlock the power of Machine Learning in design with our beginner-friendly course, specially crafted for design professionals in India. Explore practical applications, from improving user experience to tackling design challenges using Machine Learning. Develop key skills such as data preparation, model training, and performance assessment. Learn to interpret results, document your findings, and communicate insights effectively. Enhance your design projects with the latest techniques and revolutionise your creative workflow today.
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned below
Understand ML concepts: Grasp fundamental Machine Learning principles and their applications relevant to the Indian context.
Improve UX design: Utilise ML to enhance user experience in design projects, focusing on the needs of Indian users.
Analyse model results: Use insights derived from model analysis to inform impactful design decisions.
Report effectively: Clearly communicate Machine Learning findings to a non-technical audience.
Optimise data prep: Clean and preprocess data to achieve better model performance.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify 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 provides practical and relevant knowledge for your professional journey.