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Machine Learning and Big Data Analytics with AWS

Created by Pranjal Srivastava, Last Updated 07-Jul-2020, Language:English

Machine Learning and Big Data Analytics with AWS

Athena | CloudSearch | Kinesis | QuickSight | Comprehend | Lex | Polly | Transcribe | Translate | CelebrityRekog | FacialAnalysis &many more

Created by Pranjal Srivastava, Last Updated 07-Jul-2020, Language:English

What Will I Get ?

  • 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
  • Amazon Athena for querying data instantly and get results in seconds
  • Amazon CloudSearch makes it simple and cost-effective to set up, manage, and scale a search solution for your website or application
  • Amazon Elasticsearch to search, analyze, and visualize data in real-time.
  • Amazon QuickSight is a fast, cloud-powered BI service that makes it easy to build visualizations and quickly get business insights from your data.
  • Amazon Kinesis for easily collecting, processing, and analyzing video and data streams in real time

Requirements

  • Nothing required at all! but if you have a background in computer science or development, it would be beneficial, but not required at all.
  • AWS Account

Description

In this course we will learn and practice all the tools of AWS Analytics and AWS Machine Learning which is being offered by AWS Cloud. There  will be both theoretical and practical section of each AWS Analytics and AWS Machine Learning tools.This course is for those who wanted to groom their analytics skills and machine learning skills .

Analytics plays very important role in the world of big data. There is no use of big data if we can not extract proper or meaningful insights from that. In short more data means better analysis, better analysis means better decision which makes organisation profitable.

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

Analytics tools like

  • Amazon Athena (Querying data instantly and get results in seconds)

  • Amazon CloudSearch (Makes it simple and cost-effective to set up, manage, and scale a search solution for your website or application)

  • Amazon ElasticSearch (Search, Analyze, and Visualize data in real-time.)

  • Amazon Kinesis (Easily collecting, processing, and analyzing video and data streams in real time)

  • Amazon QuickSight (Fast, Cloud-powered BI service that makes it easy to build visualizations and quickly get business insights from your data.)

    This course also contains many practicals to groom your analytics skills.

Course Content

Pranjal Srivastava

SME of AWS & IBM Cloud

I am passionate developer, machine learning enthusiast, coder and bug fixer. Developed many applications on various platforms including python, java, android, php, etc.

I have worked over cloud on IBM Bluemix, AWS, and Microsoft Azure. Prefer digital marketing and SEO in my free time.

I am IBM certified Python developer.

Created own Programming language in Hindi .

#ILoveIndia

#LoveOpenSource   #SmartProgrammer