AI Development Course
What will I learn?
Unlock the power of AI with our AI Development Course, tailored for technology professionals keen to excel. Deep dive into model training and evaluation, mastering cross-validation, data splitting, and performance metrics such as MAE and RMSE. Sharpen your skills in data preprocessing, model optimisation, and time series forecasting using ARIMA and LSTM. Gain insights into sales prediction, data collection methodologies, and ethical considerations. Enhance your expertise with practical, high-quality content geared towards real-world applications, relevant to the Indian context.
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned below
Master cross-validation for reliable model evaluation.
Implement data preprocessing for creating cleaner datasets.
Optimise models with hyperparameter tuning methods.
Forecast using ARIMA and LSTM for time series analysis.
Extract actionable insights from sales predictions to drive business decisions.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify 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 provides practical and relevant knowledge for your professional journey.