In many AI solutions pre-trained models (such as chat-GPT) are used. But in some cases, custom models trained on your corporate data is essential to make predictions within your business processes. This training focusses on the latter. First you will learn how to train models locally using Python. Then the focus shifts on how Azure Machine Learning provides extra features, such as scale out training, easy deployment and monitoring. Topics: Machine Learning Introduction, Setup your environment, Prepare your data for Machine Learning, Build your own Machine Learning Model with scikit-learn, Azure Machine Learning, Microsoft Fabric Data Science, Automated Machine Learning, Using Keras for Deep Learning.