AI And Machinelearning Course
What will I learn?
Elevate your Business Intelligence career with our AI and Machine Learning Course, designed for professionals seeking practical, high-quality learning. Master feature selection, data pre-processing, and model optimisation techniques. Gain hands-on experience with leading frameworks like PyTorch, Scikit-learn, and TensorFlow. Learn to document and report projects effectively, ensuring clear communication of data insights. This course empowers you to enhance model performance and make data-driven decisions with confidence.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master feature selection: Optimise data with dimensionality reduction and correlation.
Enhance data pre-processing: Handle missing data and encode categorical variables.
Utilise ML frameworks: Build models with PyTorch, Scikit-learn, and TensorFlow.
Optimise models: Improve performance through hyperparameter tuning and experimentation.
Document projects: Create comprehensive reports and explain model evaluations.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can adjust 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.