AI Specialist Course
What will I learn?
Advance your career trajectory with our AI Specialist Course (Bharat), crafted for tech professionals keen on mastering the fundamentals of Artificial Intelligence. Delve deep into data collection and preparation methodologies, learn how to manage missing data effectively, and implement normalisation techniques. Acquire expertise in model evaluation metrics such as MAE and R-squared, and hone your skills in model training and hyperparameter tuning utilising Scikit-Learn. Explore machine learning algorithms including decision trees and random forests, and enhance your documentation and reporting capabilities. Enrol now to revolutionise your AI expertise!
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned below
Master data collection: Identify and prepare pertinent datasets with efficiency.
Optimise models: Train and fine-tune models employing Scikit-Learn techniques.
Evaluate performance: Analyse models utilising MAE, R-squared, and MSE metrics.
Implement algorithms: Apply decision trees, linear regression, and random forests in practical scenarios.
Document insights: Develop thorough technical reports and presentations suitable for diverse audiences.
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.