AI And Machinelearning Course
What will I learn?
Level up your Business Intelligence career with our AI and Machine Learning Course, specially tailored for working professionals who want practical, top-notch learning. Become a master at feature selection, data pre-processing, and model optimisation techniques. Get real-world experience with popular frameworks like PyTorch, Scikit-learn, and TensorFlow. Learn how to document and report on projects properly, making sure your data insights are communicated clearly. This course gives you the power to improve model performance and make data-driven decisions with confidence, lah!
Apoia's Unique Benefits
Build skills
Enhance your practical skills in the areas listed below
Master feature selection: Optimise data by reducing dimensionality and checking correlation, can or not?
Enhance data pre-processing: Deal with missing data and encode categorical variables, no problem.
Utilise ML frameworks: Build models using PyTorch, Scikit-learn, and TensorFlow, confirm plus chop.
Optimise models: Improve performance by tuning hyperparameters and experimenting, sure win.
Document projects: Create detailed reports and explain model evaluations properly, must be clear clear.
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 it offers practical and relevant knowledge for your professional journey.