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[FreeCoursesOnline.Me] [Packt] Beginning Machine Learning with AWS - [FCO]

[FreeCoursesOnline.Me] [Packt] Beginning Machine Learning with AWS - [FCO]

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Description
By : Jeffrey Jackovich, Kesha Williams, Ruze Richards
Released : Tuesday, January 22, 2019 New Release!
Torrent Contains : 43 Files, 6 Folders
Course Source : https://www.packtpub.com/big-data-and-business-intelligence/beginning-machine-learning-aws

Explore the power of cloud services for your machine learning and artificial intelligence projects

Video Details

ISBN 9781789954265
Course Length 2 hours 22 minutes

Table of Contents

• INTRODUCTION TO AMAZON WEB SERVICES
• SUMMARIZING TEXT DOCUMENTS USING NLP
• PERFORM TOPIC MODELLING AND THEME EXTRACTION
• CREATING CHATBOT WITH NATURAL LANGUAGE
• USING SPEECH WITH THE CHATBOT
• ANALYZING IMAGES WITH COMPUTER VISION

Video Description

Machine Learning with AWS is the right place to start if you are a beginner interested in learning useful artificial intelligence (AI) and machine learning skills using Amazon Web Services (AWS), the most popular and powerful cloud platform. You will learn how to use AWS to transform your projects into apps that work at high speed and are highly scalable. From natural language processing (NLP) applications, such as language translation and understanding news articles and other text sources, to creating chatbots with both voice and text interfaces, you will learn all that there is to know about using AWS to your advantage. You will also understand how to process huge numbers of images fast and create machine learning models.

By the end of this course, you will have developed the skills you need to efficiently use AWS in your machine learning and artificial intelligence projects.

What You Will Learn

• Get up and running with machine learning on the AWS platform
• Analyze unstructured text using AI and Amazon Comprehend
• Create a chatbot and interact with it using speech and text input
• Retrieve external data via your chatbot
• Develop a natural language interface
• Apply AI to images and videos with Amazon Rekognition

Authors

Jeffrey Jackovich

Jeffrey Jackovich is a curious data scientist with a background in health-tech and mergers and acquisitions. He has extensive business-oriented healthcare knowledge but enjoys analyzing all types of data with R and Python. He loves the challenges involved in the data science process, and his ingenious demeanor was tempered while serving as a Peace Corps volunteer in Morocco. He is completing a master's of science in computer information systems from Boston University, with a data analytics concentration..

Kesha Williams

Kesha Williams is a software engineer with over 20 years of experience in web application development. She is specialized in working with Java, Spring, Angular, and Amazon Web Services (AWS). She has trained and mentored thousands of developers in the US, Europe, and Asia while teaching Java at the university level. She has won the Ada Lovelace Award in Computer Engineering from LookFar and the Think Different Innovation Award from Chick-fil-A for working with emerging technologies and artificial intelligence.

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File list
  • [FreeCoursesOnline.Me] [Packt] Beginning Machine Learning with AWS - [FCO]
  • 1 - Introduction to Amazon Web Services/01 - Course Overview.mp4 17.9 MB
  • 1 - Introduction to Amazon Web Services/02 - Lesson Introduction.mp4 5.1 MB
  • 1 - Introduction to Amazon Web Services/03 - Amazon Web Services.mp4 8.7 MB
  • 1 - Introduction to Amazon Web Services/04 - Amazon S3.mp4 18.1 MB
  • 1 - Introduction to Amazon Web Services/05 - Core S3 Concepts.mp4 25.2 MB
  • 1 - Introduction to Amazon Web Services/06 - AWS Command Line Interface (CLI).mp4 21.5 MB
  • 1 - Introduction to Amazon Web Services/07 - Summary.mp4 2.1 MB
  • 2 - Summarizing Text Documents Using NLP/08 - Lesson Introduction.mp4 6.7 MB
  • 2 - Summarizing Text Documents Using NLP/09 - Using Amazon Comprehend.mp4 7.5 MB
  • 2 - Summarizing Text Documents Using NLP/10 - Amazon Comprehend Supported Languages.mp4 29.1 MB
  • 2 - Summarizing Text Documents Using NLP/11 - Extracting Information in a Set of Documents.mp4 26.8 MB
  • 2 - Summarizing Text Documents Using NLP/12 - Detecting Key Phrases and Sentiments.mp4 16.7 MB
  • 2 - Summarizing Text Documents Using NLP/13 - What is Lambda Function.mp4 10.8 MB
  • 2 - Summarizing Text Documents Using NLP/14 - Setting up Lambda Function.mp4 34.6 MB
  • 2 - Summarizing Text Documents Using NLP/15 - Summary.mp4 1.7 MB
  • 3 - Perform Topic Modelling and Theme Extraction/16 - Lesson Introduction.mp4 6.1 MB
  • 3 - Perform Topic Modelling and Theme Extraction/17 - Extracting and Analyzing Common Themes.mp4 6.1 MB
  • 3 - Perform Topic Modelling and Theme Extraction/18 - Topic Modeling with Latent Dirichlet Allocation (LDA).mp4 15.2 MB
  • 3 - Perform Topic Modelling and Theme Extraction/19 - Topic Modeling Guidelines.mp4 38.1 MB
  • 3 - Perform Topic Modelling and Theme Extraction/20 - Summary.mp4 1.8 MB
  • 4 - Creating Chatbot with Natural Language/21 - Lesson Introduction.mp4 4.1 MB
  • 4 - Creating Chatbot with Natural Language/22 - What is a Chatbot.mp4 19 MB
  • 4 - Creating Chatbot with Natural Language/23 - Creating a Chatbot with Natural Language.mp4 49.1 MB
  • 4 - Creating Chatbot with Natural Language/24 - Lambda Function.mp4 26.8 MB
  • 4 - Creating Chatbot with Natural Language/25 - Summary.mp4 1.7 MB
  • 5 - Using Speech with the Chatbot/26 - Lesson Introduction.mp4 5 MB
  • 5 - Using Speech with the Chatbot/27 - Amazon Connect Basics.mp4 28.1 MB
  • 5 - Using Speech with the Chatbot/28 - Using Amazon Lex Chatbots with Amazon Connect.mp4 6.7 MB
  • 5 - Using Speech with the Chatbot/29 - Contact Flow Templates.mp4 30.5 MB
  • 5 - Using Speech with the Chatbot/30 - Summary.mp4 3.6 MB
  • 6 - Analyzing Images with Computer Vision/31 - Lesson Introduction.mp4 6.1 MB
  • 6 - Analyzing Images with Computer Vision/32 - Amazon Rekognition Basics.mp4 7.5 MB
  • 6 - Analyzing Images with Computer Vision/33 - Rekognition and Deep Learning.mp4 22.7 MB
  • 6 - Analyzing Images with Computer Vision/34 - Facial Analysis and Celebrity Recognition.mp4 24.6 MB
  • 6 - Analyzing Images with Computer Vision/35 - Face Comparison and Text in Images.mp4 21 MB
  • 6 - Analyzing Images with Computer Vision/36 - Summary.mp4 3.3 MB
  • Discuss.FreeTutorials.Us.html 165.7 KB
  • FreeCoursesOnline.Me.html 108.3 KB
  • FreeTutorials.Eu.html 102.2 KB
  • How you can help Team-FTU.txt 259 B
  • Source_codes.zip 3.3 MB

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