Python AI ML Course
What will I learn?
Unlock the power of Python in AI and ML with our comprehensive course, tailored for Business Intelligence professionals in the Philippines. Dive into data preprocessing, mastering techniques like handling missing data and outlier detection. Enhance your forecasting skills with LSTM, ARIMA, and Prophet models. Learn to optimize models through hyperparameter tuning and grid search. Gain expertise in feature engineering and data exploration, and confidently interpret and report results. Elevate your BI career with practical, high-quality insights relevant to the Philippine context.
Apoia's Unique Features
Develop skills
Strengthen your practical skills in the areas listed below.
Master data preprocessing: Handle missing data, normalize data, and detect outliers.
Analyze model predictions: Interpret results and create insightful reports suitable for Philippine audiences.
Forecast with time series: Utilize LSTM, Prophet, and ARIMA models effectively.
Engineer features: Incorporate domain knowledge and evaluate feature importance.
Optimize 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 offers practical and relevant knowledge for your professional journey.