Applied ai Course

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What will I learn?

Unlock the potential of AI for business intelligence, specifically tailored for Pakistan, with our Applied AI Course. Delve into data collection methodologies, ensuring adherence to privacy regulations and ethical considerations relevant to Pakistan, and explore essential data sources commonly used in the region. Master the selection of appropriate AI models, ranging from decision trees to neural networks, enabling accurate forecasting suitable for the Pakistani market. Develop expertise in model evaluation, training, and optimization, while also learning to effectively manage missing data and create compelling visualizations that resonate with a Pakistani audience. Elevate your career with practical, high-quality insights designed for BI professionals operating within Pakistan.

Develop skills

Strengthen the development of the practical skills listed below

Master data privacy: Ensure ethical data collection and usage, adhering to Pakistani data privacy laws and cultural norms.

Select AI models: Choose the most suitable AI models for accurate forecasting relevant to the Pakistani context.

Evaluate models: Utilize metrics such as MAE and RMSE for comprehensive model assessment, applying them to Pakistani datasets.

Optimize models: Fine-tune hyperparameters to maximize performance, optimizing specifically for the characteristics of data in Pakistan.

Visualize data: Develop impactful visualizations to communicate insights clearly and effectively to stakeholders in Pakistan.

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.