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Google Cloud Big Data and Machine Learning Fundamentals

Data Engineering, Big Data, and Machine Learning on GCP,

This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and benefits of building a big data pipeline and machine learning models with Vertex AI on Google Cloud.
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Rating 4.5 based on 1,487 ratings
Length 3 weeks
Effort 2 weeks of study, 6-10 hours/week
Starts Jul 3 (43 weeks ago)
Cost $49
From Google Cloud via Coursera
Instructor Google Cloud Training
Download Videos On all desktop and mobile devices
Language English
Subjects Data Science Programming
Tags Data Science Data Analysis Machine Learning

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What people are saying

data and machine learning

Presented is clear and the pace is good Nice introduction to both Big Data and Machine Learning, no waste of time all gain.

Muy interesantes las herramientas Great course on Big data and Machine Learning.

Very good, structured, not too much, not too less introduction on GCP's ressources in terms of big data and machine learning.

fantastic first steps into introducing the tools necessary for big data and machine learning for data engineers.

Very good introduction to the GCP Big data and machine learning concepts and offerings.

Excellent course to get an idea of how to take advantage of what GCP has to offer regarding Big Data and Machine Learning awesome introduction into google cloud platform system.

Excellent course for leveraging GCP for Big Data and Machine Learning!!

With this course, we will learn about how we can mange very very large amount of data and machine learning to analysis the data.

good one Nice course, great for beginner A crash course about what google cloud offer for doing Big data and Machine Learning.

Good introduction to GCP Excellent Experienced and tons of knowledge gained with Big Data and Machine Learning Fundamentals Great course.

Basic understanding of all the tools available from Google Cloud for Big data and machine learning.

Muito bom Great place to start with Big Data and Machine learning Fundamentals using GCP.

A comprehensive overview of the Big Data and Machine Learning services on GCP.

This course on Big data and Machine Learning Fundamentals was instrumental in arming me with the knowledge I need to truly understand core concepts in the GCP world and inch a step closer to the data engineering certification good Meh, more like a sales pitch rather than actual course content This course is incredibly helpful and gives you a basic understanding of gcp analytics capabilities , what to use and when to use one over another.

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easy to follow

The course materials were very well constructed and unlike other online cloud courses, the labs were easy to follow and work well with qwiklabs.

It's easy to follow and the labs reinforce the key messages in each module.

Clear review of GCP, with easy to follow examples, and a few labs.

and easy to follow.

Lab exercises are interesting and easy to follow.

I enjoyed every training so far it was easy to follow and straight to the detail, I'm more confident about GCP and Machine Learning and will love to do more practice and experiments on my own.

Easy to follow along as this was fundamental course.

Instruction on hand-on lab is very clear and easy to follow.

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looking forward

I like the hands on lab very much, and looking forward to experience more advanced It was my best experiance of learning GCP online.

Looking forward to get on more on the same subject It is very useful Great short course for a intro into Gcloud and the Big Data/ML capabilities of cloud I really appreciated this course, and more than that I would say that the presenter of this course Dr. Lak is one of the best lecturers, I have ever meet in Coursera.

Looking forward to the rest of the data engineering courses.

Looking forward to complete the rest of the courses in this specialization for more in depth knowledge of the different services.

The ETL part was just cut short but looking forward to more detailed lectures about it in the succeeding series of the specialization course.

Looking forward to the rest of the courses.

Looking forward to the next courses with more substance.

Looking forward to the next course.

Looking forward for the details courses **UPDATE 08/14**Bumping the score by a point due to great tech/customer support.________________________________________________________________________________________________________The lab instructions could be clearer and the real time update of scores is not working for few of the labs that needs to be corrected.

Looking forward to getting more hand-on projects.

I'm excited to be taking this journey and looking forward to applying data pipeline building and machine learning models within my own organization.

Looking forward to using for some of my next projects.

Looking forward to learn more and apply.

Looking forward to rest of the courses in this Specialization.

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hands on experience

This is a great course to learn GCP fundamentals with some hands on experience.

The Labs were fun to get hands on experience!

Hands on experience 3. all the offering by Google in Big data and ML space Good one to habituate to cloud platform.

It was a very good hands on experience It is very good source to have quick inside into GCP possibilities Easy to follow.

Excellent course material, very informative videos and well guided labs for hands on experience.

!, keep it up guys Perfectt :) great course and easy to follow I got familiar with a lot of options, and had hands on experience with Qwiklabs.

Exercises provided very good hands on experience Excellent overview of various Google technology solutions!

Enjoyed the learning Its really helpful in understanding Google Cloud products & got a reasonable hands on experience with Qwiklabs.

This is a really good course and the labs give a really good hands on experience I found it to be a very well structured course.

This is a grate course to understand basics of Google Data Engineering tools Learning was good, the course module enabled to have a real time hands on experience that helped to understand the fundamentals in the best manner Una buena visión general de las herramientas que Google proporciona para el tratamiento de Big Data y Machine Learning, apoyada en interesantes ejemplos.

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cloud platform big data

Great introductory course on Google Cloud Platform Big Data and Machine Learning tools.

Please be more explicit in the Quiklabs integration in Coursera since is not easy to know how we need to "Run the Steps" and pass the labs I completed the "Google Cloud Platform Big Data and Machine Learning Fundamentals".

Buen curso, falta algo de opciones extras de aprendizaje para poder usar mejor los tiempos libres de cada Lab Great introduction and nice starting hands-on Lak basically blew my mind I took this Google Cloud Platform Big Data and Machine Learning Fundamentals without any knowledge on GCP.

I am really happy for the knowledge regarding the fundamentals of Google Cloud Platform Big Data and Machine Learning and got to know the importance of Data Management, Infrastructure Management and List of Features provided by Google Cloud such as BigQuery, DataProc, AppEngine etc to name a few.

Learning Google Cloud Platform Big Data and Machine...... Love it!!

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step by step

Detailed Explanation and Step by Step walk through.

I like th topics Good intro course Was a very fantastic experience and the course manager was really good in delivering the course at a step by step and sometimes he will even repeat steps he has already covered in previous videos and for me this was really good for beginners Exposition is really good--clear and concise.

Very well explained with good examples and labs are great with step by step instructions for beginners to learn and practice.

I liked how we were taken step by step through the process...

Very nice introductory course, use cases and services well defined, easy step by step tutorials.

Very step by step training with relevant labs.

It would be very helpful if the instructors didn't copy scripts/templates and walked thru them step by step or at least have optional video to explain what they are doing in these You guys need to direct people to follow these courses in a sequence - e.g.

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very well explained

Excellent content, very well explained Excellent course!

Very well explained content, great material and awesome instructor.

Very well explained Good course, but could be better ;) Great start for data engineering course, beautiful layout of fundamentals with a use case to understand easily.

Very well explained Too bad you have to always recreate the project on the cloud platform.

Very well explained with meaningful, real lab exercises.

Great learning on GCP - Compute Engine,Data Proc,CloudSql and ML programs Hard work but needs practice and better understanding It s really a very well explained courses about the basics of cloud platforms, difference between them and machine learning concepts..

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buen curso

muy buen curso para iniciar en esta nueva tecnologia This is fundamental course on Google Cloud Platform with just skimming through GCP.

I would be proceeding further more into the Data Engineering Specialization Course.Aaqib Ahmad Buen curso de introducción a GCP Is it possible to code/programme in Python?

Great Introduction for what the Google Cloud Plataform offers in terms of Machine Learning and Big Data Buen curso 2 Labs didn't have complete instructions, they had some parts missing.

Very useful labs Detailed overview of GCP products Lab is a bit scratchy and i was facing trouble in submitting the assignments Muy buen curso.

Muy buen curso.

Muy buen curso para inicios en los conocimientos en la nube!

Some of the labs were a bit repetitive, otherwise great intro course Muy buen curso introductorio en donde se utilizan todas las app google que tienen relacion con ML.

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high level overview

This gives you a very high level overview of the data services.

The lab is outdated Overall a good fundamental course giving overview of all the components.l course giv Good high level overview of GCP.

Traz de forma simples e objetiva as informações necessárias para aprendermos sobre o poder das ferramentas rpesente no GCP Great introduction to some of the available tools on GCP for managing Data Pipelines Great high level overview.

Got a good high level overview of core GCP services especially for big data and ETL which I am most interested in.

High level overview of GCP services with quick and easy labs to practically run through the tasks.

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get started with

I would recommend anyone looking to get started with Google Cloud to just go through the examples in the Google Code Labs, since you'll get about the same information in a much smaller timeframe.I can't recommend this course to anyone for the following reasons:(1) For the most part, it feels more like a Google self promotion than an educational class.

Otherwise, generally a good overview to get started with some of the Cloud Platform tools.

Good overview of GCP with handson Great course on introducing users to fundamental tools to get started with working with Big Data.

The lectures are insightful, at the same time, simple enough for a beginner to get started with.

The course was very good, helpful to get started with GCP, but there is a problem with cloud shell in quick labs.

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excelente curso

Great course, well organized content Excelente curso apara entender y compreder el uso apropiado y la implementación de los elementos It's a very good start for the usage of Google Cloud Platform and the analysis tools that provides.

it helped me a lot and i had much to learn more Excelente curso con ejercicios guiados que permiten afianzar el aprendizaje para aplicarse a problemas reales.

Very good course for introduction to GCP with data engineering background Good overview of GCP - Great Course to gain good knowledge of the fundamentals Excelente curso para introducirse y entender mejor los conceptos del Big Data y del Machine Learning.

Excelente Curso great for quick overview of GCP Please add more quizzes Excellent training I learnt information about Google Cloud queries, SQL, Data flow, Vision API and how it functions with Machine Learning at the back end.

Excelente curso para tener una vision general de las capacidades de BigQuery y ML Very well organized and runs at a good pace overall.

- Worms, 1995 Excelente curso, acredito que para ajudar no aprendizado, no final, deveria gerar uma apostilar com todas as atividades que realizamos na plataforma.

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highly recommended

It is a great course, highly recommended for those who wants to work in the AI / Data science field or get a better understanding of these fast developing and highly sought after skills.

Highly recommended.

Excellent session with example which is great course thanks a lot Highly recommended course for starters like me.

the labs were more detailed than an exec looking for an overview might need Great course for a quick overview of GCP & Data Engineering Content is fantastic, coursera is a bit flaky in terms of how it tracks content, labs can be a bit tough to follow and I couldn't get one lab to work at all Highly recommended.

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Careers

An overview of related careers and their average salaries in the US. Bars indicate income percentile.

IT Support Agent @ Google [X] 3 $47k

Google Specialist Contractor $47k

Google Cloud Developer $51k

Google Specialist Manager $54k

Google Cloud Engineer $57k

Google Cloud Architect $70k

Content Specialist for Google Play (@Google) $70k

Google Cloud Platform & Mobile Apps Specialist $75k

Designer at Google $77k

Curriculum Developer, Google Cloud $102k

Head of Scaled Engineering Support, Google Cloud $108k

Head of Alliance Partnerships, Google Cloud Go-to-Market Partnerships $132k

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Rating 4.5 based on 1,487 ratings
Length 3 weeks
Effort 2 weeks of study, 6-10 hours/week
Starts Jul 3 (43 weeks ago)
Cost $49
From Google Cloud via Coursera
Instructor Google Cloud Training
Download Videos On all desktop and mobile devices
Language English
Subjects Data Science Programming
Tags Data Science Data Analysis Machine Learning

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