Python AI ML Course
What will I learn?
Unlock the potential of Python in AI and ML with our comprehensive course, specifically designed for Business Intelligence professionals in Pakistan. Delve into data pre-processing, mastering techniques such as handling missing values and identifying outliers. Sharpen your forecasting abilities using LSTM, ARIMA, and Prophet models. Learn how to optimize models through hyperparameter tuning and grid search methods. Develop expertise in feature engineering and data exploration, and confidently interpret and report your findings. Advance your BI career with practical, top-notch insights.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Master data pre-processing: Handle missing values, normalise data, and detect outliers.
Analyse model predictions: Interpret the results and create insightful reports.
Forecast using time series analysis: Effectively utilise LSTM, Prophet, and ARIMA models.
Engineer features: Incorporate domain knowledge and assess feature importance.
Optimise models: Perform hyperparameter tuning and carry out grid/random searches.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change the chapters and 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.