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Künstliche Intelligenz und Maschinelles Lernen in der Praxis (openHPI)

Oct 6th 2021
Künstliche Intelligenz und Maschinelles Lernen in der Praxis (openHPI)
Free Course
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Alle reden über “Maschinelles Lernen”, "Neuronale Netze", "Künstliche Intelligenz" und "Deep Learning - doch wie diese Techniken genau in der Praxis funktionieren und eingesetzt werden, erfahren Sie in diesem weiterführenden openHPI Kurs. In diesem vierwöchigen Gratis-Kurs können Jugendliche und andere Interessierte ohne Programmier-Erfahrung und technisches Hintergrundwissen lernen, wie Machine [...]
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PyTorch Basics for Machine Learning (edX)

Self Paced
PyTorch Basics for Machine Learning (edX)
Course Auditing
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This course is the first part in a two part course and will teach you the fundamentals of PyTorch. In this course you will implement classic machine learning algorithms, focusing on how PyTorch creates and optimizes models. You will quickly iterate through different aspects of PyTorch giving you strong [...]
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Deep Learning with Python and PyTorch (edX)

Self Paced
Deep Learning with Python and PyTorch (edX)
Course Auditing
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This course is the second part of a two-part course on how to develop Deep Learning models using Pytorch. In the first course, you learned the basics of PyTorch; in this course, you will learn how to build deep neural networks in PyTorch. Also, you will learn how [...]
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Machine Learning for Data Science and Analytics (edX)

Learn the principles of machine learning and the importance of algorithms. Machine Learning is a growing field that is used when searching the web, placing ads, credit scoring, stock trading and for many other applications.
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Build Decision Trees, SVMs, and Artificial Neural Networks (Coursera)

Apr 26th 2021
Build Decision Trees, SVMs, and Artificial Neural Networks (Coursera)
Course Auditing
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There are numerous types of machine learning algorithms, each of which has certain characteristics that might make it more or less suitable for solving a particular problem. Decision trees and support-vector machines (SVMs) are two examples of algorithms that can both solve regression and classification problems, but which have [...]
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Follow a Machine Learning Workflow (Coursera)

Apr 26th 2021
Follow a Machine Learning Workflow (Coursera)
Course Auditing
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Machine learning is not just a single task or even a small group of tasks; it is an entire process, one that practitioners must follow from beginning to end. It is this process—also called a workflow—that enables the organization to get the most useful results out of their machine [...]
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Apr 26th 2021
Course Auditing
41.00 EUR/month

Solve Business Problems with AI and Machine Learning (Coursera)

Apr 26th 2021
Solve Business Problems with AI and Machine Learning (Coursera)
Course Auditing
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Artificial intelligence (AI) and machine learning (ML) have become an essential part of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services. This is the first of four courses [...]
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Apr 26th 2021
Course Auditing
41.00 EUR/month

Build Regression, Classification, and Clustering Models (Coursera)

Apr 26th 2021
Build Regression, Classification, and Clustering Models (Coursera)
Course Auditing
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In most cases, the ultimate goal of a machine learning project is to produce a model. Models make decisions, predictions—anything that can help the business understand itself, its customers, and its environment better than a human could. Models are constructed using algorithms, and in the world of machine learning, [...]
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Apr 26th 2021
Course Auditing
41.00 EUR/month

Data Science Project: MATLAB for the Real World (Coursera)

Apr 26th 2021
Data Science Project: MATLAB for the Real World (Coursera)
Course Auditing
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Like most subjects, practice makes perfect in Data Science. In the capstone project, you will apply the skills learned across courses in the Practical Data Science with MATLAB specialization to explore, process, analyze, and model data. You will choose your own pathway to answer key [...]
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Introduction to Applied Machine Learning (Coursera)

This course is for professionals who have heard the buzz around machine learning and want to apply machine learning to data analysis and automation. Whether finance, medicine, engineering, business or other domains, this course will introduce you to problem definition and data preparation in a machine learning [...]
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