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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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Apache Spark for Data Engineering and Machine Learning (edX)

Self Paced
Apache Spark for Data Engineering and Machine Learning (edX)
Course Auditing
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This short course introduces you to the fundamentals of Data Engineering and Machine Learning with Apache Spark, including Spark Structured Streaming, ETL for Machine Learning (ML) Pipelines, and Spark ML. By the end of the course, you will have hands-on experience applying Spark skills to ETL and ML [...]
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Machine Learning Data Lifecycle in Production (Coursera)

Aug 9th 2021
Machine Learning Data Lifecycle in Production (Coursera)
Course Auditing
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In the second course of Machine Learning Engineering for Production Specialization, you will build data pipelines by gathering, cleaning, and validating datasets and assessing data quality; implement feature engineering, transformation, and selection with TensorFlow Extended and get the most predictive power out of your data; and establish the data [...]
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Aug 9th 2021
Course Auditing
41.00 EUR/month

Introduction to Machine Learning in Production (Coursera)

Aug 9th 2021
Introduction to Machine Learning in Production (Coursera)
Course Auditing
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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 model baseline, address concept drift, and prototype the [...]
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Aug 9th 2021
Course Auditing
41.00 EUR/month

Introduction to Text Mining with R (Coursera)

This course gives you access to the text mining techniques that are used by top data scientists from all over the world. Since most information available online in the form of text, knowing when and how to use these techniques, algorithms and models will not only give you an [...]
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Advanced Computer Vision with TensorFlow (Coursera)

Aug 9th 2021
Advanced Computer Vision with TensorFlow (Coursera)
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In this course, you will: a) Explore image classification, image segmentation, object localization, and object detection. Apply transfer learning to object localization and detection; b) Apply object detection models such as regional-CNN and ResNet-50, customize existing models, and build your own models to detect, localize, and label your own [...]
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How Google does Machine Learning (Coursera)

Aug 9th 2021
How Google does Machine Learning (Coursera)
Course Auditing
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What is machine learning, and what kinds of problems can it solve? Google thinks about machine learning slightly differently -- of being about logic, rather than just data. We talk about why such a framing is useful for data scientists when thinking about building a pipeline of machine learning [...]
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Aug 9th 2021
Course Auditing
39.00 EUR/month

Predictive Modeling and Machine Learning with MATLAB (Coursera)

Aug 9th 2021
Predictive Modeling and Machine Learning with MATLAB (Coursera)
Course Auditing
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In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB and Data Processing and Feature Engineering with MATLAB to increase your ability to harness the power of MATLAB to analyze data relevant to the work you do. These skills are valuable for those [...]
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Aug 9th 2021
Course Auditing
39.00 EUR/month

Guided Tour of Machine Learning in Finance (Coursera)

This course aims at providing an introductory and broad overview of the field of ML with the focus on applications on Finance. Supervised Machine Learning methods are used in the capstone project to predict bank closures. Simultaneously, while this course can be taken as a separate course, it serves [...]
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Deep Neural Networks with PyTorch (Coursera)

The course will teach you how to develop deep learning models using Pytorch. The course will start with Pytorch's tensors and Automatic differentiation package. Then each section will cover different models starting off with fundamentals such as Linear Regression, and logistic/softmax regression.
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