Book Image

The Self-Taught Cloud Computing Engineer

By : Dr. Logan Song
Book Image

The Self-Taught Cloud Computing Engineer

By: Dr. Logan Song

Overview of this book

The Self-Taught Cloud Computing Engineer is a comprehensive guide to mastering cloud computing concepts by building a broad and deep cloud knowledge base, developing hands-on cloud skills, and achieving professional cloud certifications. Even if you’re a beginner with a basic understanding of computer hardware and software, this book serves as the means to transition into a cloud computing career. Starting with the Amazon cloud, you’ll explore the fundamental AWS cloud services, then progress to advanced AWS cloud services in the domains of data, machine learning, and security. Next, you’ll build proficiency in Microsoft Azure Cloud and Google Cloud Platform (GCP) by examining the common attributes of the three clouds while distinguishing their unique features. You’ll further enhance your skills through practical experience on these platforms with real-life cloud project implementations. Finally, you’ll find expert guidance on cloud certifications and career development. By the end of this cloud computing book, you’ll have become a cloud-savvy professional well-versed in AWS, Azure, and GCP, ready to pursue cloud certifications to validate your skills.
Table of Contents (24 chapters)
1
Part 1: Learning about the Amazon Cloud
9
Part 2:Comprehending GCP Cloud Services
14
Part 3:Mastering Azure Cloud Services
19
Part 4:Developing a Successful Cloud Career

Amazon’s NLP solutions

Amazon offers a range of NLP solutions:

  • Amazon Comprehend, which is a service to perform sentiment analysis, entity recognition, and topic modeling on large volumes of unstructured text
  • Amazon Transcribe, which converts speech to text and supports multiple languages and a variety of audio formats
  • Amazon Polly, which is a text-to-speech service
  • Amazon Translate, which provides high-quality translations for a variety of languages
  • Amazon Lex, which is a service for building chatbots and conversational interfaces

Amazon Comprehend

Amazon Comprehend uses DL algorithms to analyze and understand text data in multiple languages. Amazon Comprehend can perform the following functions:

  • Language detection: Automatically detect the language of the text data, which is useful in multilingual applications
  • Sentiment analysis: Determine the sentiment of text data: positive, negative, or neutral
  • Entity recognition: Identify...