AIML Course
What will I learn?
Unleash the power of AI and machine learning for business intelligence with our AI/ML Course. Dive into time series forecasting, mastering models like ARIMA, SARIMA, and LSTM. Hone your skills in exploratory data analysis, data preprocessing, and feature engineering. Fine-tune models with hyperparameter tuning and automated tools. Learn to generate accurate forecasts, prepare insightful reports, and visualise results. Level up your BI expertise with practical, high-quality, and concise learning designed for working professionals.
Apoia's Unique Benefits
Build skills
Enhance your practical skills in the areas listed below
Master Time Series Models: Learn ARIMA, SARIMA, and LSTM techniques.
Conduct Exploratory Data Analysis: Visualise data and spot trends.
Optimise Models: Use hyperparameter tuning and automated tools.
Engineer Features: Apply dimensionality reduction and feature transformation.
Generate Forecasts: Create and visualise accurate business forecasts.
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.