AI And Machinelearning Course
What will I learn?
Boost your Business Intelligence career with our AI and Machine Learning Course, crafted for professionals like you who want practical and top-notch training. Become proficient in feature selection, data pre-processing, and model optimisation techniques. Get hands-on experience with popular frameworks like PyTorch, Scikit-learn, and TensorFlow. Learn how to document and report on projects effectively, ensuring clear communication of data insights. This course will empower you to improve model performance and make confident, data-driven decisions.
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned below
Master feature selection: Optimise data using dimensionality reduction and correlation techniques.
Enhance data pre-processing: Handle missing data and encode categorical variables effectively.
Utilise ML frameworks: Build models using PyTorch, Scikit-learn, and TensorFlow.
Optimise models: Improve performance through hyperparameter tuning and experimentation.
Document projects: Create detailed reports and explain model evaluations comprehensively.
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.