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Art and Science of Machine Learning auf Deutsch

Willkommen im Kurs zur Kunst und Wissenschaft des maschinellen Lernens. In diesem Kurs eignen Sie sich die grundlegenden Kompetenzen rund um ML, gutes Urteilsvermögen und Experimentierfreudigkeit an, die für die Feinabstimmung und Optimierung Ihres ML-Modells für bestmögliche Leistung erforderlich sind. Außerdem informieren wir Sie über die zahlreichen Optimierungsmittel, die beim Trainieren eines Modells ins Spiel kommen. Sie werden diese zuerst manuell anpassen, um ihre Auswirkung auf die Leistung zu beobachten. Sobald Sie mit den Optimierungsmitteln – auch bekannt als Hyperparameter – vertraut sind, lernen Sie, wie Sie diese automatisch mithilfe der Cloud Machine Learning Engine auf der Google Cloud Platform anpassen können.

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Develops strong ML models for optimal performance

Teaches fundamental machine learning concepts

Provides hands-on experience with Google Cloud Platform

In-depth knowledge of model optimization techniques

Taught by Google Cloud Training, industry experts in ML

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Learners who complete Art and Science of Machine Learning auf Deutsch will develop knowledge and skills that may be useful to these careers:

Machine Learning Engineer

A Machine Learning Engineer uses machine learning techniques to design, deploy, and monitor machine learning models. This course provides a solid foundation in machine learning concepts, algorithms, and tools, which are essential for success in this role. By completing this course, you'll gain the knowledge and skills needed to develop and implement effective machine learning solutions.

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Data Scientist

A Data Scientist uses data analysis techniques to extract insights from data. This course provides a strong foundation in data analysis concepts, algorithms, and tools, which are essential for success in this role. By completing this course, you'll gain the knowledge and skills needed to analyze data and develop data-driven insights.

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Software Engineer

A Software Engineer designs, develops, and maintains software systems. This course provides a strong foundation in software engineering concepts, algorithms, and tools, which are essential for success in this role. By completing this course, you'll gain the knowledge and skills needed to develop and implement effective software solutions.

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Computer Scientist

A Computer Scientist conducts research in the field of computer science. This course provides a strong foundation in computer science concepts, algorithms, and tools, which are essential for success in this role. By completing this course, you'll gain the knowledge and skills needed to develop new computer technologies and applications.

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Data Analyst

A Data Analyst analyzes data to identify trends and patterns. This course provides a strong foundation in data analysis concepts, algorithms, and tools, which are essential for success in this role. By completing this course, you'll gain the knowledge and skills needed to analyze data and develop data-driven insights.

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Business Analyst

A Business Analyst analyzes business processes and systems to identify areas for improvement. This course provides a strong foundation in business analysis concepts, tools, and techniques, which are essential for success in this role. By completing this course, you'll gain the knowledge and skills needed to improve business processes and systems.

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Product Manager

A Product Manager manages the development and launch of new products. This course provides a strong foundation in product management concepts, tools, and techniques, which are essential for success in this role. By completing this course, you'll gain the knowledge and skills needed to develop and launch successful new products.

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Project Manager

A Project Manager plans, executes, and closes projects. This course provides a strong foundation in project management concepts, tools, and techniques, which are essential for success in this role. By completing this course, you'll gain the knowledge and skills needed to plan, execute, and close projects successfully.

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Operations Analyst

An Operations Analyst analyzes the performance of business operations. This course provides a strong foundation in operations analysis concepts, tools, and techniques, which are essential for success in this role. By completing this course, you'll gain the knowledge and skills needed to analyze business operations and develop recommendations for improvement.

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Risk Analyst

A Risk Analyst analyzes risks and threats to an organization. This course provides a strong foundation in risk analysis concepts, tools, and techniques, which are essential for success in this role. By completing this course, you'll gain the knowledge and skills needed to analyze risks and threats and develop mitigation strategies.

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Compliance Analyst

A Compliance Analyst ensures that an organization complies with laws and regulations. This course provides a strong foundation in compliance concepts, tools, and techniques, which are essential for success in this role. By completing this course, you'll gain the knowledge and skills needed to ensure that your organization complies with all applicable laws and regulations.

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Information Security Analyst

An Information Security Analyst protects an organization's information from unauthorized access, use, disclosure, disruption, modification, or destruction. This course provides a strong foundation in information security concepts, tools, and techniques, which are essential for success in this role. By completing this course, you'll gain the knowledge and skills needed to protect your organization's information from cyber threats.

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Forensic Analyst

A Forensic Analyst investigates and analyzes computer systems and networks to identify evidence of criminal activity. This course provides a strong foundation in computer forensics concepts, tools, and techniques, which are essential for success in this role. By completing this course, you'll gain the knowledge and skills needed to investigate and analyze computer systems and networks to identify evidence of criminal activity.

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Intelligence Analyst

An Intelligence Analyst collects, analyzes, and interprets information to provide insights and recommendations to decision-makers. This course provides a strong foundation in intelligence analysis concepts, tools, and techniques, which are essential for success in this role. By completing this course, you'll gain the knowledge and skills needed to collect, analyze, and interpret information to provide insights and recommendations to decision-makers.

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Market Researcher

A Market Researcher conducts research to identify market opportunities and trends. This course may be helpful for those interested in a career in market research, as it provides a strong foundation in research concepts, methods, and tools.

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Coursera

Institution

Google Cloud

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Google Cloud Training

This course belongs to a collection called Machine Learning with TensorFlow on Google Cloud Platform auf Deutsch. It's comprised of five courses:

Launching into Machine Learning auf Deutsch
Feature Engineering auf Deutsch
Art and Science of Machine Learning auf Deutsch (viewing)
How Google does Machine Learning auf Deutsch
Intro to TensorFlow auf Deutsch

Good to know

Develops strong ML models for optimal performance

Teaches fundamental machine learning concepts

Provides hands-on experience with Google Cloud Platform

In-depth knowledge of model optimization techniques

Taught by Google Cloud Training, industry experts in ML

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