Python AI ML Course
What will I learn?
Unlock the power of Python in AI and ML with our comprehensive course designed for Business Intelligence professionals. Delve into data preprocessing, mastering techniques like handling missing data and identifying outliers. Improve your forecasting skills using LSTM, ARIMA, and Prophet models. Learn how to optimise models through hyperparameter tuning and grid search. Gain expertise in feature engineering and data exploration, and confidently interpret and report findings. Boost your BI career with practical, top-notch insights.
Apoia's Unique Features
Develop skills
Enhance the growth of the practical skills listed below
Master data preprocessing: Manage missing data, normalise, and detect outliers.
Analyse model predictions: Interpret findings and create insightful reports.
Forecast with time series: Use LSTM, Prophet, and ARIMA models effectively.
Engineer features: Integrate domain knowledge and assess feature importance.
Optimise models: Perform hyperparameter tuning and carry out grid/random searches.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify the chapters and the workload.
- Select which chapter to commence with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can include
You’ll be able to generate additional chapters similar to the examples below
This is a free course focused on personal and professional growth. It does not equate to a technical, undergraduate, or postgraduate qualification, but offers practical and relevant knowledge for your professional journey.