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AI Data Science Course

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What will I learn?

Unlock the potential of data with our AI Data Science Course, designed for Business Intelligence professionals in Pakistan. Delve into data exploration techniques to pinpoint missing values and recognise trends. Master feature engineering and preprocessing methods to improve data quality. Learn model training, validation, and evaluation metrics such as MAE and RMSE. Gain insights into AI model selection, including LSTM, Random Forest, and ARIMA models. Transform data into practical business recommendations to drive success.

Apoia's Unique Features

Lifetime access to online courses
Certificate adhering to educational standards
Printable PDF summaries
Online support available at all times
Select and arrange the chapters you wish to study
Customize your course schedule
Instant feedback on practical activities
Study at your convenience, without needing an internet connection

Develop skills

Strengthen the development of the practical skills listed below

Master data exploration: Identify 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 such as MAE and RMSE.

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.