Machine Learning Online Courses for UMA Students

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This course covers the theoretical foundation for different techniques associated with supervised machine learning models. In addition, a business case study is defined to guide participants through all steps of the analytical life cycle, from problem understanding to model deployment, through...
This course is an introduction to sequence models and their applications, including an overview of sequence model architectures and how to handle inputs of variable length. Predict future values of a time-series Classify free form text Address time-series and text problems with recurrent neural...
If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for machine learning. In this fourth course, you...
In the third course of Machine Learning Engineering for Production Specialization, you will build models for different serving environments; implement tools and techniques to effectively manage your modeling resources and best serve offline and online inference requests; and use analytics tools...
In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and requirements; and learn how to establish a...
This course introduces participants to the big data capabilities of Google Cloud. Through a combination of presentations, demos, and hands-on labs, participants get an overview of Google Cloud and a detailed view of the data processing and machine learning capabilities. This course showcases the...
This course will provide you a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.) as well as demonstrate how these models can solve complex problems in a variety of industries, from...
An emerging trend in AI is the availability of technologies in which automation is used to select a best-fit model, perform feature engineering and improve model performance via hyperparameter optimization. This automation will provide rapid-prototyping of models and allow the Data Scientist to...
In this foundational course, you will learn about the \"head and heart\" of everyday leadership by exploring dynamics of individual and group decision making and the challenges of managing motivation. Central to the course is forming a nuanced understanding of why and how leadership skills are...
In this course on Linear Algebra we look at what linear algebra is and how it relates to vectors and matrices. Then we look through what vectors and matrices are and how to work with them, including the knotty problem of eigenvalues and eigenvectors, and how to use these to solve problems...
This course will empower you with the skills to scale data science and machine learning (ML) tasks on Big Data sets using Apache Spark. Most real world machine learning work involves very large data sets that go beyond the CPU, memory and storage limitations of a single computer. Apache Spark is...
Organisations all around the world are using data to predict behaviours and extract valuable real-world insights to inform decisions. Managing and analysing big data has become an essential part of modern finance, retail, marketing, social science, development and research, medicine and...
Want to make sense of the volumes of data you have collected? Need to incorporate data-driven decisions into your process? This course provides an overview of machine learning techniques to explore, analyze, and leverage data. You will be introduced to tools and algorithms you can use to create...
In this course, you will learn about several algorithms that can learn near optimal policies based on trial and error interaction with the environment-learning from the agent\'s own experience. Learning from actual experience is striking because it requires no prior knowledge of the...
In this course, you will: Compare Functional and Sequential APIs, discover new models you can build with the Functional API, and build a model that produces multiple outputs including a Siamese network. Build custom loss functions (including the contrastive loss function used in a Siamese...
In the fourth course of Machine Learning Engineering for Production Specialization, you will learn how to deploy ML models and make them available to end-users. You will build scalable and reliable hardware infrastructure to deliver inference requests both in real-time and batch depending on the...
Over the past several decades, operations strategy has played an increasingly important role in business\' success. In this course, we will equip you with concepts and tools to build operations in a way that not only supports your competitive strategy, but also allows you to create new...
AI is transforming the practice of medicine. It\'s helping doctors diagnose patients more accurately, make predictions about patients\' future health, and recommend better treatments. As an AI practitioner, you have the opportunity to join in this transformation of modern medicine. If you\'re...
AI is transforming the practice of medicine. It\'s helping doctors diagnose patients more accurately, make predictions about patients\' future health, and recommend better treatments. This Specialization will give you practical experience in applying machine learning to concrete problems in...
This capstone project course will give you a taste of what data scientists go through in real life when working with real datasets. You will assume the role of a Data Scientist working for a startup intending to compete with SpaceX, and in the process follow the Data Science methodology involving...

Machine Learning Online Courses for UMA Students

Searching for UMA Machine Learning online courses has never been quicker. Browse Machine Learning online courses and more in and around Augusta, ME. To help narrow your results down, use Machine Learning online course filters to refine your UMA Machine Learning online course search and enhance your Biology search experience. Sharing relevant Machine Learning listings with University of Maine at Augusta classmates can really help make the search process even faster for them! Uloop.com can help you find UMA Machine Learning online courses today!

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