Python AI ML Course
What will I learn?
Unleash the power of Python in AI and ML with our comprehensive course, specially designed for Business Intelligence professionals. Delve into data preprocessing, mastering techniques like handling missing data and spotting outliers. Boost your forecasting skills using LSTM, ARIMA and Prophet models. Learn how to fine-tune models through hyperparameter tuning and grid search. Gain know-how in feature engineering and data exploration, and confidently interpret and report your findings. Level up your BI career with practical, top-notch insights.
Apoia's Unique Benefits
Build skills
Enhance your practical skills in the areas listed below
Master data preprocessing: Handle missing data, normalise data, and spot outliers.
Analyse model predictions: Interpret results and create insightful reports.
Forecast with time series: Use LSTM, Prophet and ARIMA models effectively.
Engineer features: Incorporate domain knowledge and evaluate feature importance.
Optimise models: Perform hyperparameter tuning and conduct grid/random searches.
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.