Python For AI Course
What will I learn?
Unleash the power of Python for AI in Business Intelligence with our comprehensive course. Learn to prep data like a pro, mastering skills such as scaling, normalising, and encoding. Explore how to load and analyse data, handle missing values, and use CSV files. Level up with time series forecasting using ARIMA, LSTM, and Prophet models. Sharpen your skills in model training, hyperparameter tuning, and performance evaluation. Create impactful visuals and generate future sales predictions. Boost your BI skills with practical, top-notch learning.
Apoia's Unique Benefits
Build skills
Enhance your practical skills in the areas listed below
Master data prep: Scale, normalise, and encode for tip-top AI models.
Carry out exploratory data analysis: Discover insights and handle missing values.
Use time series models: Apply ARIMA, LSTM, and Prophet for accurate forecasts.
Optimise model performance: Split data, tune hyperparameters, and evaluate the results.
Visualise and document insights: Produce impactful visuals and comprehensive documentation.
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.