Introduction to Machine Learning using Microsoft Azure

Free Course
8 weeks duration

Gain a high-level introduction to the field of machine learning and prepare to use Azure Machine Learning Studio to train machine learning models. Plus, learn how to perform a variety of tasks on Azure Machine Learning labs — from data import, transformation and management to training, validating and evaluating models.

Introduction to Machine Learning using Microsoft Azure is a comprehensive course on Udacity that provides a high-level introduction to the field of machine learning. Through this course, you will learn how to train your first machine learning model using Azure Machine Learning Studio. The course covers various topics such as data preparation, transforming data into trained models, ensemble learning, and automated machine learning. Additionally, you will dive into supervised and unsupervised learning approaches, exploring classification, regression, clustering, representation learning, and more. The course also delves into the applications of machine learning, including deep learning, similarity learning, text classification, feature learning, and anomaly detection. Furthermore, you will learn how to enhance your machine learning processes with managed services, discussing computing resources, the modeling process, and automation via pipelines. Lastly, the course addresses the potential implications and challenges posed by machine learning and AI, emphasizing the principles for building responsible AI that avoids harming others.

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Udacity is an online learning platform that offers a wide range of courses and programs in various fields such as technology, business, data science, and artificial intelligence. It was founded in 2012 by Sebastian Thrun, David Stavens, and Mike Sokolsky with the aim of providing accessible and affordable education to individuals worldwide. Udacity's courses are designed in collaboration with industry experts and leading companies, ensuring that the content is relevant and up-to-date. The platform offers both self-paced courses and guided programs, allowing learners to choose the learning style that suits them best. Udacity also provides career services and support, including resume reviews, interview preparation, and job placement assistance, to help learners transition into their desired careers.
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