Data Science AI Course
What will I learn?
Unleash the potential of data with our Data Science AI Course, designed for Business Intelligence professionals here in Pakistan. Delve into data pre-processing, mastering techniques for cleaning, normalising, and managing missing values. Explore sales data using advanced exploratory methods and pinpoint crucial variables. Refine your abilities in model training, evaluation, and optimisation, including hyperparameter tuning. Learn feature engineering for sales forecasting and extract insights for strategic business suggestions. Enhance your expertise with state-of-the-art machine learning algorithms.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Master data cleaning: Transform raw data into actionable insights, making it ready for analysis.
Conduct exploratory analysis: Discover trends and identify key variables that drive sales and business performance.
Optimise models: Improve accuracy through hyperparameter tuning, leading to more reliable predictions.
Engineer features: Develop impactful time-based and external features to enhance model performance.
Interpret predictions: Provide strategic business recommendations based on model outputs, contributing to informed decision-making.
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.