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Introduction to AWS Marketplace - Machine Learning Category

AWS Marketplace now provides over 100 curated machine learning algorithms and model packages. These models can help you avoid the undifferentiated heavy lifting involved in creating a model or algorithm from scratch. This video reviews the benefits of this new addition to the AWS Marketplace, such as selling your own algorithms to other data scientists. We’ll also give a quick demo to show you how easy it is to get started.

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What's inside

Syllabus

Introduction to AWS Marketplace - Machine Learning Category

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Takes a pragmatic and detailed approach to machine learning algorithms and packages, which are imperative to industry

Teaches students how to avoid the heavy lifting involved in creating a model or algorithm from scratch, which can save time and resources

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Introduction to AWS Marketplace - Machine Learning Category with these activities:

Review fundamental coding concepts (e.g., variables, data types, loops)

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Understanding the basics of coding will make learning algorithms and model packages in AWS Marketplace easier.

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Consult course syllabus to identify core coding concepts
Review online tutorials and resources on these concepts
Complete practice exercises to reinforce your understanding

Review basic data science concepts

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Refresh your understanding of core data science concepts such as statistical analysis, machine learning, and data visualization to strengthen your foundation for this course.

Browse courses on Data Science Fundamentals

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Review textbooks or online resources on data science.
Complete practice problems and exercises related to data analysis.
Take a refresher course or workshop on data science.

Practice using AWS Marketplace to find and deploy machine learning algorithms

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Hands-on practice with AWS Marketplace will enhance your ability to apply the concepts learned in the course.

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Create an AWS account (if you don't already have one)
Log in to AWS Marketplace and search for machine learning algorithms
Deploy a few different algorithms and experiment with their settings

Two other activities

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Develop a project that utilizes AWS Marketplace machine learning algorithms

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Creating a project will provide a practical application of the skills learned in the course and deepen your understanding.

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Identify a problem or use case that can be addressed with machine learning
Find suitable machine learning algorithms in AWS Marketplace
Develop and deploy a solution using the algorithms
Evaluate the results and iterate on your solution

Participate in a machine learning hackathon

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Engaging in a hackathon will challenge you to apply your skills in a competitive environment, fostering rapid learning and innovation.

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Find a hackathon that focuses on machine learning
Form a team or participate individually
Develop a solution to the hackathon challenge using AWS Marketplace machine learning algorithms
Present your solution and compete for prizes

Career center

Learners who complete Introduction to AWS Marketplace - Machine Learning Category will develop knowledge and skills that may be useful to these careers:

Data Scientist

A Data Scientist uses machine learning algorithms to extract insights from data, and identify and solve business problems. They also build and deploy machine learning models. This course will help you build a foundation in machine learning algorithms and model packages, which are essential skills for Data Scientists. It will also give you experience using AWS Marketplace to find and use machine learning algorithms and model packages, which is a valuable skill for Data Scientists who want to use the latest and greatest machine learning technology.

See salaries and explore the career path for Data Scientist

Machine Learning Engineer

A Machine Learning Engineer designs, develops, and deploys machine learning models. They also work with Data Scientists to identify and solve business problems. This course will help you build a foundation in machine learning algorithms and model packages, which are essential skills for Machine Learning Engineers. It will also give you experience using AWS Marketplace to find and use machine learning algorithms and model packages, which is a valuable skill for Machine Learning Engineers who want to use the latest and greatest machine learning technology.

See salaries and explore the career path for Machine Learning Engineer

Business Analyst

A Business Analyst identifies and solves business problems. They also work with stakeholders to gather requirements and develop solutions. This course will help you build a foundation in machine learning algorithms and model packages, which are valuable skills for Business Analysts. It will also give you experience using AWS Marketplace to find and use machine learning algorithms and model packages, which is a valuable skill for Business Analysts who want to use the latest and greatest machine learning technology.

See salaries and explore the career path for Business Analyst

Data Architect

A Data Architect designs and implements data management solutions. They also work with stakeholders to gather requirements and develop solutions. This course will help you build a foundation in machine learning algorithms and model packages, which are valuable skills for Data Architects. It will also give you experience using AWS Marketplace to find and use machine learning algorithms and model packages, which is a valuable skill for Data Architects who want to use the latest and greatest machine learning technology.

See salaries and explore the career path for Data Architect

Software Engineer

A Software Engineer designs, develops, and deploys software applications. They also work with stakeholders to gather requirements and develop solutions. This course will help you build a foundation in machine learning algorithms and model packages, which are valuable skills for Software Engineers. It will also give you experience using AWS Marketplace to find and use machine learning algorithms and model packages, which is a valuable skill for Software Engineers who want to use the latest and greatest machine learning technology.

See salaries and explore the career path for Software Engineer

Data Analyst

A Data Analyst collects, analyzes, and interprets data to identify trends and patterns. They also use machine learning algorithms to extract insights from data. This course will help you build a foundation in machine learning algorithms and model packages, which are valuable skills for Data Analysts. It will also give you experience using AWS Marketplace to find and use machine learning algorithms and model packages, which is a valuable skill for Data Analysts who want to use the latest and greatest machine learning technology.

See salaries and explore the career path for Data Analyst

Database Administrator

A Database Administrator manages and maintains databases. They also work with stakeholders to gather requirements and develop solutions. This course will help you build a foundation in machine learning algorithms and model packages, which are valuable skills for Database Administrators. It will also give you experience using AWS Marketplace to find and use machine learning algorithms and model packages, which is a valuable skill for Database Administrators who want to use the latest and greatest machine learning technology.

See salaries and explore the career path for Database Administrator

Product Manager

A Product Manager is responsible for the development and launch of new products. They also work with stakeholders to gather requirements and develop solutions. This course will help you build a foundation in machine learning algorithms and model packages, which are valuable skills for Product Managers. It will also give you experience using AWS Marketplace to find and use machine learning algorithms and model packages, which is a valuable skill for Product Managers who want to use the latest and greatest machine learning technology.

See salaries and explore the career path for Product Manager

Data Engineer

A Data Engineer designs and implements data solutions. They also work with stakeholders to gather requirements and develop solutions. This course will help you build a foundation in machine learning algorithms and model packages, which are valuable skills for Data Engineers. It will also give you experience using AWS Marketplace to find and use machine learning algorithms and model packages, which is a valuable skill for Data Engineers who want to use the latest and greatest machine learning technology.

See salaries and explore the career path for Data Engineer

Cloud Architect

A Cloud Architect designs and implements cloud computing solutions. They also work with stakeholders to gather requirements and develop solutions. This course will help you build a foundation in machine learning algorithms and model packages, which are valuable skills for Cloud Architects. It will also give you experience using AWS Marketplace to find and use machine learning algorithms and model packages, which is a valuable skill for Cloud Architects who want to use the latest and greatest machine learning technology.

See salaries and explore the career path for Cloud Architect

DevOps Engineer

A DevOps Engineer automates the software development and deployment process. They also work with stakeholders to gather requirements and develop solutions. This course will help you build a foundation in machine learning algorithms and model packages, which are valuable skills for DevOps Engineers. It will also give you experience using AWS Marketplace to find and use machine learning algorithms and model packages, which is a valuable skill for DevOps Engineers who want to use the latest and greatest machine learning technology.

See salaries and explore the career path for DevOps Engineer

Security Engineer

A Security Engineer designs and implements security solutions. They also work with stakeholders to gather requirements and develop solutions. This course will help you build a foundation in machine learning algorithms and model packages, which are valuable skills for Security Engineers. It will also give you experience using AWS Marketplace to find and use machine learning algorithms and model packages, which is a valuable skill for Security Engineers who want to use the latest and greatest machine learning technology.

See salaries and explore the career path for Security Engineer

Systems Engineer

A Systems Engineer designs and implements systems solutions. They also work with stakeholders to gather requirements and develop solutions. This course will help you build a foundation in machine learning algorithms and model packages, which are valuable skills for Systems Engineers. It will also give you experience using AWS Marketplace to find and use machine learning algorithms and model packages, which is a valuable skill for Systems Engineers who want to use the latest and greatest machine learning technology.

See salaries and explore the career path for Systems Engineer

AI Engineer

An AI Engineer designs and implements AI solutions. They also work with stakeholders to gather requirements and develop solutions. This course will help you build a foundation in machine learning algorithms and model packages, which are valuable skills for AI Engineers. It will also give you experience using AWS Marketplace to find and use machine learning algorithms and model packages, which is a valuable skill for AI Engineers who want to use the latest and greatest machine learning technology.

See salaries and explore the career path for AI Engineer

ML Engineer

An ML Engineer designs and implements ML solutions. They also work with stakeholders to gather requirements and develop solutions. This course will help you build a foundation in machine learning algorithms and model packages, which are valuable skills for ML Engineers. It will also give you experience using AWS Marketplace to find and use machine learning algorithms and model packages, which is a valuable skill for ML Engineers who want to use the latest and greatest machine learning technology.

See salaries and explore the career path for ML Engineer

Reading list

We've selected 12 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Introduction to AWS Marketplace - Machine Learning Category.

Probabilistic Machine Learning

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Provides a comprehensive overview of machine learning from a probabilistic perspective, covering supervised learning, unsupervised learning, and reinforcement learning.

Probabilistic Machine Learning: Advanced Topics...

Hardcover

$$$$

The Elements of Statistical Learning

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Provides a comprehensive overview of statistical learning, covering supervised learning, unsupervised learning, and model selection.

The Elements of Statistical Learning: Data Mining,...

Hardcover

$$$

The Elements of Statistical Learning: Data Mining,...

Hardcover

$$$

The Elements of Statistical Learning: Data Mining,...

Kindle Edition

$$$

Pattern Recognition and Machine Learning

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Provides a comprehensive overview of pattern recognition and machine learning, covering supervised learning, unsupervised learning, and reinforcement learning.

Introduction to AWS Marketplace - Machine Learning Category

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What's inside

Syllabus

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Save this course

Activities

Career center

Reading list

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