AIML Course
What will I learn?
Unlock the potential of AI and Machine Learning in business intelligence with our AI/ML Course. Delve into time series forecasting, becoming proficient in models like ARIMA, SARIMA, and LSTM. Strengthen your abilities in exploratory data analysis, data pre-processing, and feature engineering. Fine-tune models using hyperparameter tuning and automated tools. Learn to generate precise forecasts, prepare insightful reports, and visualise outcomes. Enhance your BI skills with practical, high-quality, and focused learning designed for professionals.
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned below
Master Time Series Models: Learn ARIMA, SARIMA, and LSTM techniques.
Conduct Exploratory Data Analysis: Visualise data and identify 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 modify 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 provides practical and relevant knowledge for your professional journey.