Access courses

Data Science AI Course

Preview certificate

What will I learn?

Unlock the power of data with our Data Science AI Course, tailored for Business Intelligence professionals. Delve into data preprocessing, mastering cleaning, normalisation, and handling missing values. Explore sales data with advanced exploratory techniques and identify key variables. Enhance your skills in model training, evaluation, and optimisation, including hyperparameter tuning. Learn feature engineering for sales forecasting and gain insights for strategic business recommendations. Elevate your expertise with cutting-edge machine learning algorithms.

Apoia's Advantages

Online and lifetime access to courses
Certificate aligned with educational standards
Printable PDF summaries
Online support always available
Select and arrange the chapters you'd like to study
Set your own course workload
Instant feedback on practical activities
Study at your convenience, no internet required

Develop skills

Strengthen the development of the practical skills listed below

Master data cleaning: Transform raw data into actionable insights.

Conduct exploratory analysis: Uncover patterns and key variables.

Optimise models: Enhance accuracy with hyperparameter tuning.

Engineer features: Create impactful time-based and external features.

Interpret predictions: Deliver strategic business recommendations.

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.