Ai Development Course
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 preprocessing, 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 Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master cross-validation for robust model evaluation.
Implement data preprocessing 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.