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Basic AI Course

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What will I learn?

Unlock the potential of Artificial Intelligence with our Basic AI Course (Pakistan), specifically designed for technology professionals in Pakistan keen to enhance their skills. Delve into data handling, feature engineering, and preprocessing techniques, tailored for the Pakistani context. Master machine learning fundamentals, including algorithm selection and hyperparameter tuning, with examples relevant to Pakistan. Explore sentiment analysis using Naive Bayes and improve model accuracy, using Pakistani datasets where applicable. Gain insights into natural language processing and learn to document and present findings effectively, keeping in mind the communication styles prevalent in Pakistan. Elevate your AI expertise today!

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 cleaning: Ensure datasets are accurate and ready for analysis, following Pakistani data standards.

Build ML models: Train, evaluate, and optimise machine learning algorithms, with Pakistani-specific use-cases.

Implement sentiment analysis: Classify text data using Naive Bayes, utilizing Urdu/Roman Urdu datasets.

Understand AI fundamentals: Grasp key concepts and applications of AI, with relevance to Pakistan's tech landscape.

Document findings: Create clear reports and visualisations for AI projects, suitable for a Pakistani audience.

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.