Engineering and Technology
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.
by Udacity
Gain a high-level introduction to the field of machine learning and prepare to use Azure Machine Lea...
by Udacity
This class will teach you the end-to-end process of investigating data through a machine learning le...
by Udacity
Learn how to identify small data and the basics of how to apply transfer learning and synthetic data...
by Udacity
Learn how to engage with machine learning from a theoretical perspective. Explore automated decision...
by Udacity
Dive deep into the fundamental theoretical and practical topics related to deep learning.
by Udacity
Developed by Google and Udacity, this course teaches a practical approach to deep learning for softw...
by Udacity
A first step for beginners towards careers in web and app development, machine learning, data scienc...
by Udacity
Learn the job-ready skills that progress computers to be able to understand, process, and respond to...
by Udacity
Gain foundational cloud and digital transformation literacy. Increase your cloud confidence so you c...
by Udacity
This course provides an introduction to computer vision including fundamentals, methods for applicat...