Data Science AI Course
What will I learn?
Unlock the power of data with our Data Science AI Course, specifically designed for Business Intelligence professionals in the Indian context. Delve into data preprocessing, mastering techniques like cleaning, normalisation, and handling missing values effectively. Explore sales data using advanced exploratory methods to identify crucial variables. Enhance your capabilities in model training, evaluation, and optimisation, including hyperparameter tuning for improved performance. Learn feature engineering for accurate sales forecasting and derive actionable insights for strategic business recommendations. Elevate your expertise with cutting-edge machine learning algorithms relevant to the Indian market.
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned below
Master data cleaning: Transform raw data into actionable insights relevant for the Indian market.
Conduct exploratory analysis: Uncover patterns and key variables specific to Indian datasets.
Optimise models: Enhance accuracy with hyperparameter tuning tailored for Indian business scenarios.
Engineer features: Create impactful time-based and external features relevant to the Indian context.
Interpret predictions: Deliver strategic business recommendations applicable to Indian businesses.
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.