Python AI ML Course
What will I learn?
Unlock the power of Python in AI and ML with our comprehensive course, designed specifically for Business Intelligence professionals in India. Delve into data pre-processing, mastering techniques like handling missing data and outlier detection. Enhance your forecasting skills with LSTM, ARIMA, and Prophet models. Learn to optimise models through hyperparameter tuning and grid search methods. Gain expertise in feature engineering and data exploration, and confidently interpret and report results in a way that's relevant to the Indian context. Elevate your BI career with practical, high-quality insights, geared towards the Indian business landscape.
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned below
Master data pre-processing: Handle missing data, normalise data, and detect outliers effectively.
Analyse model predictions: Interpret results and create insightful reports suitable for Indian stakeholders.
Forecast with time series: Utilise LSTM, Prophet, and ARIMA models effectively for Indian market trends.
Engineer features: Incorporate domain knowledge specific to the Indian context and evaluate feature importance.
Optimise models: Perform hyperparameter tuning and conduct grid/random searches to achieve optimal performance for Indian datasets.
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.