Thursday, November 19, 2020

Introduction to AI and Machine Learning


Event page: https://developer.ibm.com/videos/tech-talk-an-introduction-to-ai-and-machine-learning/ Machine learning is branching out across numerous fields, one of the most interesting fields is health care. In this tech talk, we will go through an overview of what Machine Learning and Artificial Intelligence are, explaining at a high level key concepts such as models and classifiers. Afterwards, we will go through an example of how to train a machine learning model to predict type 2 diabetes using synthesized patient health records. This talk will demo preparing data using Apache Spark, visualizing data relationships using PixieDust, training a model, and deploying it to receive predictions. Resources Mentioned: 1) https://github.com/IBM/predictive-model-on-watson-ml 2) https://github.com/IBM/summit-health-machine-learning

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