Acerca de este Curso
4.6
131 calificaciones
17 revisiones
>>> By enrolling in this specialization you agree to the Qwiklabs Terms of Service as set out in the FAQ and located at: https://qwiklabs.com/terms_of_service <<< Want to know how to query and process petabytes of data in seconds? Curious about data analysis that scales automatically as your data grows? Welcome to the Data Insights course! This 1-week, accelerated online course teaches participants how to derive insights through data analysis and visualization using the Google Cloud Platform. The course features interactive scenarios and hands-on labs where participants explore, mine, load, visualize, and extract insights from diverse Google BigQuery datasets. The course covers data loading, querying, schema modeling, optimizing performance, query pricing, and data visualization. PREREQUISITES To get the most out of this course, participants must complete the prior courses in this specialization: • Exploring and Preparing your Data • Storing and Visualizing your Data • Architecture and Performance...
Globe

Cursos 100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.
Calendar

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.
Intermediate Level

Nivel intermedio

Clock

Approx. 5 hours to complete

Sugerido: 1 week of study, 5-7 hours/week...
Comment Dots

English

Subtítulos: English...

Habilidades que obtendrás

BigqueryMachine LearningGoogle Cloud PlatformCloud Computing
Globe

Cursos 100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.
Calendar

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.
Intermediate Level

Nivel intermedio

Clock

Approx. 5 hours to complete

Sugerido: 1 week of study, 5-7 hours/week...
Comment Dots

English

Subtítulos: English...

Programa - Qué aprenderás en este curso

Week
1
Clock
6 minutos para completar

Introduction

Welcome to the last course in the Data Insights specialization. In this module we will overview the course topics and the labs platform you will be using. ...
Reading
2 videos (Total: 6 min)
Video2 videos
Qwiklabs Overview5m
Clock
21 minutos para completar

Introduction to Machine Learning

In this module, we define what Machine Learning is and how it can benefit your business. You'll see a few demos of ML in action and learn key ML terms like instances, features, and labels....
Reading
6 videos (Total: 21 min), 1 quiz
Video6 videos
Demo: Google Photos2m
What is deep learning?m
ML Applications for Business3m
ML Terms: Instances, Features, Labels3m
The Spectrum of ML Tools3m
Quiz1 ejercicio de práctica
Introduction to Machine Learningm
Clock
3 horas para completar

Pre-trained ML APIs

In this module we will dive into pre-built and pre-trained ML models that we can access (like image recognition and sentiment analysis) within Cloud Datalab. ...
Reading
11 videos (Total: 61 min), 3 quizzes
Video11 videos
Demo: Cloud Translate and Vision APIs5m
Demo: Natural Language Processing API3m
Collaborative Notebooks in the Cloud5m
Demo: Cloud Datalab with BigQuery and Google Analytics7m
Accessing BigQuery datasets from Cloud Datalab15m
Visualizing Datasets in Charts1m
Lab Overviewm
Lab Walkthrough10m
Lab Introm
Lab Walkthrough8m
Quiz1 ejercicio de práctica
Notebooks in the Cloud10m
Week
2
Clock
2 horas para completar

Creating ​ML Datasets in BigQuery

...
Reading
8 videos (Total: 35 min), 2 quizzes
Video8 videos
Choosing good features8m
Exploring and Preprocessing Data1m
Demo: Exploring and Preprocessing Data6m
Other Tools for Creating Data Pipelinesm
Knowing the Unknowable4m
Creating Repeatable Dataset Splits2m
Lab Solution: Creating Repeatable Dataset Splits9m
Quiz1 ejercicio de práctica
Intro to Machine Learning10m
Clock
4 horas para completar

Creating ML Models in BigQuery

In this module, you will learn how to create machine learning models directly inside of BigQuery. You will learn the new syntax and work through the phases of building, evaluating, and testing an ML model....
Reading
6 videos (Total: 54 min), 1 reading, 3 quizzes
Video6 videos
Phases of Model Building2m
Demo: Predicting Taxi Cab Fare10m
Demo: Creating a Classification Model12m
Lab Intro: Predicting Visitor Return Purchases with BigQuery2m
Lab Solution: Predicting Visitor Return Purchases in BigQuery20m
Reading1 lectura
BigQuery ML Resources10m
Quiz1 ejercicio de práctica
BigQuery MLm
Clock
3 minutos para completar

End of Course Recap

You've made it to the end! Let's review the lessons learned in the course and what resources are available for continued learning....
Reading
1 video (Total: 3 min)
Video1 video
4.6

Principales revisiones

por LLAug 11th 2018

The instructor Evan is super great to rolling out machine learning in an easy /understandable way. hope he can tech more in-depth of machine learning.

por SMApr 10th 2018

This was a great course in going beyond the lecture to applying the concepts of creating, training, testing and deploying a machine learning model

Acerca de Google Cloud

We help millions of organizations empower their employees, serve their customers, and build what’s next for their businesses with innovative technology created in—and for—the cloud. Our products are engineered for security, reliability, and scalability, running the full stack from infrastructure to applications to devices and hardware. Our teams are dedicated to helping customers apply our technologies to create success....

Acerca del programa especializado From Data to Insights with Google Cloud Platform

>>> By enrolling in this specialization you agree to the Qwiklabs Terms of Service as set out in the FAQ and located at: https://qwiklabs.com/terms_of_service <<< Want to know how to query and process petabytes of data in seconds? Curious about data analysis that scales automatically as your data grows? Welcome to the Data Insights course! This four-course accelerated online specialization teaches course participants how to derive insights through data analysis and visualization using the Google Cloud Platform. The courses feature interactive scenarios and hands-on labs where participants explore, mine, load, visualize, and extract insights from diverse Google BigQuery datasets. The courses also cover data loading, querying, schema modeling, optimizing performance, query pricing, and data visualization. This specialization is intended for the following participants: ● Data Analysts, Business Analysts, Business Intelligence professionals ● Cloud Data Engineers who will be partnering with Data Analysts to build scalable data solutions on Google Cloud Platform To get the most out of this specialization, we recommend participants have some proficiency with ANSI SQL....
From Data to Insights with Google Cloud Platform

Preguntas Frecuentes

  • Sí, puedes acceder a una vista preliminar del primer video y ver el programa antes de inscribirte. Debes comprar el curso para acceder a contenido que no está incluido en la vista preliminar

  • Si decides inscribirte en el curso antes de la fecha de inicio de la sesión, tendrás acceso a todos los videos y las lecturas de la lección para el curso. Podrás enviar tareas en cuanto comience la sesión.

  • Una vez que te inscribes y comienza la sesión, tendrás acceso a todos los videos y otros recursos, incluidos artículos de lectura y el foro de debate del curso. Podrás ver y enviar tareas de práctica y completar tareas con calificación obligatorias para obtener un título y un Certificado de curso

  • Si completas el curso de manera correcta, tu Certificado de curso electrónico se agregará a la página Logros. Desde allí, puedes imprimir tu Certificado de curso o agregarlo a tu perfil de LinkedIn

  • Este curso es uno de los pocos que se ofrecen en Coursera que está actualmente disponible solo para estudiantes que pagaron o que recibieron ayuda económica. / Si deseas tomar este curso, pero no puedes pagar la tarifa, te sugerimos enviar una solicitud de ayuda económica.

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