Data Analytics with Google Cloud Platform Murari Ramuka
- Autor:
- Murari Ramuka
- Wydawnictwo:
- BPB Publications
- Ocena:
- Stron:
- 270
- Dostępne formaty:
-
ePubMobi
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Data Analytics with Google Cloud Platform
Step-by-step guide to different data movement and processing techniques, using Google Cloud Platform Services
Key FeaturesLearn the basic concept of Cloud Computing along with different Cloud service provides with their supported Models (IaaS/PaaS/SaaS)
Learn the basics of Compute Engine, App Engine, Container Engine, Project and Billing setup in the Google Cloud Platform
Learn how and when to use Cloud DataFlow, Cloud DataProc and Cloud DataPrep
Build real-time data pipeline to support real-time analytics using Pub/Sub messaging service
Setting up a fully managed GCP Big Data Cluster using Cloud DataProc for running Apache Spark and Apache Hadoop clusters in a simpler, more cost-efficient manner
Learn how to use Cloud Data Studio for visualizing the data on top of Big Query
Implement and understand real-world business scenarios for Machine Learning, Data Pipeline Engineering
Description
Modern businesses are awash with data, making data-driven decision-making tasks increasingly complex. As a result, relevant technical expertise and analytical skills are required to do such tasks. This book aims to equip you with enough knowledge of Cloud Computing in conjunction with Google Cloud Data platform to succeed in the role of a Cloud data expert.
The current market is trending towards the latest cloud technologies, which is the need of the hour. Google being the pioneer, is dominating this space with the right set of cloud services being offered as part of GCP (Google Cloud Platform). At this juncture, this book will be very vital and will be cover all the services that are being offered by GCP, putting emphasis on Data services.
What will you learn
By the end of the book, you will have come across different data services and platforms offered by Google Cloud, and how those services/features can be enabled to serve business needs. You will also see a few case studies to put your knowledge to practice and solve business problems such as building a real-time streaming pipeline engine, Scalable Datawarehouse on Cloud, fully managed Hadoop cluster on Cloud and enabling TensorFlow/Machine Learning APIs to support real-life business problems. Remember to practice additional examples to master these techniques.
Who this book is for
This book is for professionals as well as graduates who want to build a career in Google Cloud data analytics technologies. One-stop shop for those who wish to get an initial to advance understanding of the GCP data platform. The target audience will be data engineers/professionals who are new, as well as those who are acquainted with the tools and techniques related to cloud and data space.
Individuals who have basic data understanding (i.e. Data and cloud) and have done some work in the field of data analytics, can refer/use this book to master their knowledge/understanding.
The highlight of this book is that it will start with the basic cloud computing fundamentals and will move on to cover the advance concepts on GCP cloud data analytics and hence can be referred across multiple different levels of audiences.
Table of Contents
1. GCP Overview and Architecture
2. Data Storage in GCP
3. Data Processing in GCP with Pub/Sub and Dataflow
4. Data Processing in GCP with DataPrep and Dataflow
5. Big Query and Data Studio
6. Machine Learning with GCP
7. Sample Use cases and Examples
Key Features
Description
Modern businesses are awash with data, making data-driven decision-making tasks increasingly complex. As a result, relevant technical expertise and analytical skills are required to do such tasks. This book aims to equip you with enough knowledge of Cloud Computing in conjunction with Google Cloud Data platform to succeed in the role of a Cloud data expert.
The current market is trending towards the latest cloud technologies, which is the need of the hour. Google being the pioneer, is dominating this space with the right set of cloud services being offered as part of GCP (Google Cloud Platform). At this juncture, this book will be very vital and will be cover all the services that are being offered by GCP, putting emphasis on Data services.
What will you learn
By the end of the book, you will have come across different data services and platforms offered by Google Cloud, and how those services/features can be enabled to serve business needs. You will also see a few case studies to put your knowledge to practice and solve business problems such as building a real-time streaming pipeline engine, Scalable Datawarehouse on Cloud, fully managed Hadoop cluster on Cloud and enabling TensorFlow/Machine Learning APIs to support real-life business problems. Remember to practice additional examples to master these techniques.
Who this book is for
This book is for professionals as well as graduates who want to build a career in Google Cloud data analytics technologies. One-stop shop for those who wish to get an initial to advance understanding of the GCP data platform. The target audience will be data engineers/professionals who are new, as well as those who are acquainted with the tools and techniques related to cloud and data space.
Individuals who have basic data understanding (i.e. Data and cloud) and have done some work in the field of data analytics, can refer/use this book to master their knowledge/understanding.
The highlight of this book is that it will start with the basic cloud computing fundamentals and will move on to cover the advance concepts on GCP cloud data analytics and hence can be referred across multiple different levels of audiences.
Table of Contents
1. GCP Overview and Architecture
2. Data Storage in GCP
3. Data Processing in GCP with Pub/Sub and Dataflow
4. Data Processing in GCP with DataPrep and Dataflow
5. Big Query and Data Studio
6. Machine Learning with GCP
7. Sample Use cases and Examples
Szczegóły książki
- ISBN Ebooka:
- 978-93-894-2363-1, 9789389423631
- Data wydania ebooka :
-
2024-12-13
Data wydania ebooka często jest dniem wprowadzenia tytułu do sprzedaży i może nie być równoznaczna
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- Język publikacji:
- 1
- Rozmiar pliku ePub:
- 8.7MB
- Rozmiar pliku Mobi:
- 8.7MB
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