AI Development Course

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What will I learn?

Unlock the potential of AI with our AI Development Course, designed for technology professionals eager to excel. Dive into model training and evaluation, mastering cross-validation, data splitting, and performance metrics like MAE and RMSE. Enhance your skills in data pre-processing, model optimization, and time series forecasting with ARIMA and LSTM. Gain insights into sales prediction, data collection, and ethical considerations. Elevate your expertise with practical, high-quality content tailored for real-world applications.

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 cross-validation for robust model evaluation.

Implement data pre-processing for cleaner datasets.

Optimize models with hyperparameter tuning techniques.

Forecast with ARIMA and LSTM for time series analysis.

Extract actionable insights from sales predictions.

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.