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AI Data Science Course

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What will I learn?

Unlock the power of data with our AI Data Science Course, designed for Business Intelligence professionals. Delve into data exploration techniques to pinpoint missing values and spot patterns. Master feature engineering and preprocessing methods to boost data quality. Learn model training, validation, and evaluation metrics like MAE and RMSE. Gain insights into AI model selection, including LSTM, Random Forest, and ARIMA models. Turn data into actionable business recommendations and drive success.

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 exploration: Spot patterns and anomalies in datasets.

Develop insights: Formulate actionable business recommendations.

Engineer features: Create and select impactful data features.

Train AI models: Implement effective model training and validation.

Evaluate models: Compare performance using key metrics like MAE and RMSE.

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.