Google Cloud Platform Big Data and Machine Learning Fundamentals from Pluralsight

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 ease, flexibility, and power of big data solutions on Google Cloud.

GCP is a public cloud vendor. Other competitors are Microsoft Azure, and Amazon Web Services (AWS). With these cloud based services, customers are able to access computer resources housed within their selected vendor's platform.

This course is for anyone that wants to learn more about Google Cloud and has a basic understanding of machine learning. Being an intermediate course, it does require some light experience and familiarity with IT.

In this GCP course you will learn how to use google cloud for big data and the machine learning capabilities. You will learn the ease, power and flexibility of big data solutions within Google Cloud.

What's inside

Syllabus

Introduction to the Data and Machine Learning on Google Cloud Course

Introduction to Google Cloud Platform

Recommending Products using Cloud SQL and Spark

Predict Visitor Purchases Using BigQuery ML

Real-time IoT Dashboards with Pub/Sub, Dataflow, and Data Studio

Deriving Insights from Unstructured Data using Machine Learning

Summary

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Teaches skills, knowledge, and tools that are highly relevant to industry

Taught by Google Cloud, who are recognized for their work in big data

Examines big data capabilities of Google Cloud, which is highly relevant to data science

Offers hands-on labs and interactive materials for practical experience

Strengthens an existing foundation for intermediate learners in data science

Requires some light experience and familiarity with IT, which may be a barrier for complete beginners

Career center

Learners who complete Google Cloud Platform Big Data and Machine Learning Fundamentals will develop knowledge and skills that may be useful to these careers:

Data Scientist

Data Scientists use data to devise solutions to complex questions and critical problems. For those looking to enter this field, the Google Cloud Platform Big Data and Machine Learning Fundamentals course is recommended. This course dives deep into the data processing and machine learning capabilities of Google Cloud, providing a strong grounding in essential concepts for data scientists.

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Machine Learning Engineer

With the Google Cloud Platform Big Data and Machine Learning Fundamentals course, individuals looking to become Machine Learning Engineers can gain valuable knowledge. The course covers Google Cloud's data processing and machine learning capabilities, empowering learners to leverage Google Cloud's ease, flexibility, and power in building machine learning solutions.

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Business Intelligence Analyst

Through the Google Cloud Platform Big Data and Machine Learning Fundamentals course, aspiring Business Intelligence Analysts can enhance their understanding of data processing and machine learning and how to apply them in a business context. This course provides a solid foundation for leveraging Google Cloud's capabilities to extract insights and inform decision-making.

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Data Analyst

The Google Cloud Platform Big Data and Machine Learning Fundamentals course offers a comprehensive introduction to data processing and machine learning on Google Cloud. For Data Analysts, this course is particularly valuable as it provides hands-on experience in using these capabilities to derive insights from data and support data-driven decision-making.

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Database Administrator

Individuals seeking to become Database Administrators can benefit from the Google Cloud Platform Big Data and Machine Learning Fundamentals course. The course covers essential data processing concepts on Google Cloud and provides practical experience in using tools like Cloud SQL and BigQuery, which are widely used by database professionals.

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Data Engineer

The Google Cloud Platform Big Data and Machine Learning Fundamentals course may be useful for aspiring Data Engineers. While this course focuses on data processing and machine learning as opposed to data engineering specifically, it provides a solid foundation in GCP technologies and practices that data engineers use regularly.

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Software Engineer

The Google Cloud Platform Big Data and Machine Learning Fundamentals course can supplement the skills of Software Engineers looking to expand their expertise into data processing and machine learning. The course covers fundamental concepts and tools on Google Cloud, providing a valuable addition to the skillset of software engineers.

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Cloud Architect

For Cloud Architects, the Google Cloud Platform Big Data and Machine Learning Fundamentals course may be beneficial. The course provides a comprehensive overview of Google Cloud's data processing and machine learning services, helping architects understand how to design and implement scalable, data-driven solutions on Google Cloud.

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Big Data Architect

Individuals seeking to become Big Data Architects may find the Google Cloud Platform Big Data and Machine Learning Fundamentals course valuable. The course provides a deep dive into Google Cloud's data processing capabilities, including BigQuery, Dataflow, and Cloud Bigtable, which are essential technologies for big data architects.

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Data Science Manager

The Google Cloud Platform Big Data and Machine Learning Fundamentals course offers a solid foundation for aspiring Data Science Managers. The course covers data processing and machine learning concepts and provides hands-on experience with Google Cloud services, equipping managers to lead and support data science teams effectively.

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Product Manager

Product Managers can benefit from the Google Cloud Platform Big Data and Machine Learning Fundamentals course to gain a better understanding of data-driven product development. The course covers machine learning and data processing, providing product managers with the knowledge to make data-informed decisions and develop products that meet user needs.

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Quantitative Analyst

The Google Cloud Platform Big Data and Machine Learning Fundamentals course can provide a valuable foundation for individuals looking to become Quantitative Analysts. The course covers essential data analysis techniques and machine learning concepts, equipping learners with the skills to analyze large datasets and make data-driven predictions.

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Statistician

The Google Cloud Platform Big Data and Machine Learning Fundamentals course offers a solid introduction to data analysis and machine learning for aspiring Statisticians. The course covers essential statistical techniques and provides hands-on experience with Google Cloud tools, empowering statisticians to leverage cloud computing for their work.

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IT Consultant

The Google Cloud Platform Big Data and Machine Learning Fundamentals course may be beneficial for IT Consultants seeking to expand their expertise into cloud-based data processing and machine learning. The course provides a comprehensive overview of Google Cloud's platform and its capabilities in these areas.

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Data Visualization Specialist

Individuals aiming to become Data Visualization Specialists can benefit from the Google Cloud Platform Big Data and Machine Learning Fundamentals course. The course includes a module on data visualization using Data Studio, providing learners with practical experience in creating compelling data visualizations.

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