4.21 out of 5
4.21
37 reviews on Udemy

Machine Learning with AWS

Sagemaker|Comprehend|DeepLens|Lex|Polly|Transcribe|Translate|Celebrity recognition|ObjectAndSceneDetection|TextInImage
Instructor:
Pranjal Srivastava
674 students enrolled
Amazon Sagemaker to build, train, and deploy machine learning models at scale
Amazon Comprehend for natural Language processing and text analytics
Amazon Lex for conversational interfaces for your applications powered by the same deep learning technologies as Alexa
Amazon Polly to turn text into lifelike speech using deep learning
Object and scene detection,Image moderation,Facial analysis,Celebrity recognition,Face comparison,Text in image and many more
Amazon Transcribe for automatic speech recognition
Amazon Translate for natural and accurate language translation

In this course we will learn and practice all the services of AWS Machine Learning which is being offered by AWS Cloud. There  will be both theoretical and practical section of each AWS Machine Learning services.This course is for those who loves machine learning and wanted to build application based on cognitive computing , AI and ML.

You could integrate these services in your Web, Android, IoT, Desktop Applications like Face Detection, ChatBot, Voice Detection, Text to custom Speech (with pitch, emotions, etc), Speech to text, Sentimental Analysis on Social media or any textual data. 

Machine Learning Services like-

Amazon Sagemaker to build, train, and deploy machine learning models at scale

Amazon Comprehend for natural Language processing and text analytics

Amazon Lex for conversational interfaces for your applications powered by the same deep learning technologies as Alexa

Amazon Polly to turn text into lifelike speech using deep learning

Object and scene detection,Image moderation,Facial analysis,Celebrity recognition,Face comparison,Text in image and many more

Amazon Transcribe for automatic speech recognition

Amazon Translate for natural and accurate language translation

Introduction

1
Introduction

Amazon Comprehend

1
Amazon Comprehend
2
Practical:Amazon Comprehend
3
(PythonBoto3)Comprehend 1
4
(PythonBoto3)Comprehend 2
5
(PythonBoto3)Comprehend 3

Amazon Lex and Amazon Polly

1
Amazon Lex
2
Amazon Lex(2)
3
Amazon Polly
4
Practical:Chatbot using Amazon Lex
5
Practical:Amazon Polly
6
(PythonBoto3)Polly

Amazon Rekognition

1
Amazon Rekognition
2
Object and scene detection(Overview)
3
Object and scene detection(Practical)
4
(PythonBoto3)Detect Label
5
Facial analysis(Overview)
6
Facial analysis(Practical)
7
(PythonBoto3)Detect Face
8
Celebrity recognition(Overview)
9
Celebrity recognition(Practical)
10
(PythonBoto3)Celebrity Recognition
11
Face comparison(Overview)
12
Face comparison(Practical)
13
(PythonBoto3)Face Comparison
14
Text in image(Overview)
15
Text in image(Practical)
16
(PythonBoto3)Detect Text in Image
17
Visual Analysis

Amazon Transcribe and Translate

1
Amazon Transcribe
2
Amazon Translate
3
Practical:Amazon Transcribe
4
(PythonBoto3)Transcribe
5
Practical:Amazon Translate
6
(PythonBoto3)Translate

Amazon SageMaker and AWS DeepLens

1
Amazon SageMaker
2
AWS DeepLens

Machine Learning(Using Amazon ML to Predict Responses to a Marketing Offer

1
Amazon Machine Learning(Overview)
2
ML 1 -Prepare Your Data
3
ML 2-Create a Training Datasource
4
ML 3-Create an ML Model
5
ML 4-Use the ML Model to Generate Predictions
6
ML 5-Clean Up
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Includes

3 hours on-demand video
Full lifetime access
Access on mobile and TV
Certificate of Completion