AI Python Course
What will I learn?
Unlock the power of AI in business intelligence with our AI Python Course. Delve into model training and evaluation, mastering techniques such as train-test split and hyperparameter tuning. Enhance your data analysis skills using Python libraries such as Pandas and NumPy. Explore advanced forecasting models, including ARIMA and LSTM, and learn to implement projects with effective reporting. Elevate your data visualisation prowess with Seaborn and Matplotlib. Transform your career with practical, high-quality insights tailored for BI professionals.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master Python for data manipulation using Pandas and NumPy.
Implement AI models like ARIMA, Prophet, and LSTM for forecasting.
Engineer features for time series with lag and rolling statistics.
Evaluate models with metrics such as MAE and RMSE.
Create compelling visual reports with Seaborn and Matplotlib.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can adjust 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 offers practical and relevant knowledge for your professional journey.