AI & ML Course

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What will I learn?

Unlock the potential of AI and ML in business intelligence with our comprehensive course. Dive into sales forecasting, data exploration, and visualization to identify patterns and trends. Master data collection and preparation, including cleaning techniques and handling outliers. Learn advanced machine learning algorithms like ARIMA, Prophet, and LSTM for precise forecasting. Enhance your skills in model training, validation, and reporting, providing actionable insights for inventory management and strategic decision-making.

Apoia's Unique Features

Online and lifetime access to courses
Certificate compliant with educational standards
Printable PDF summaries
Online support available at all times
Select and arrange the chapters you want to study
Set your course workload
Instant feedback on practical activities
Study anytime, no internet required

Develop skills

Strengthen the development of the practical skills listed below

Master sales forecasting: Predict future sales with precision and confidence.

Analyze data trends: Uncover patterns and seasonal shifts in sales data.

Clean and prepare data: Handle missing values and outliers effectively.

Implement ML models: Use ARIMA, Prophet, and LSTM for accurate forecasts.

Create impactful reports: Visualize data and provide actionable insights.

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.