AI🧠 on AWS☁️ Workshop
AWS offers the broadest and deepest set of tools to create impactful AI solutions faster.
I had an amazing and very much informative workshop. One of the best workshop to be a part of. In just two days I had explored so many AI/ML services offered by AWS Cloud and learnt to implement them with so much powerful practical demos.
I would like to thank Mr. Vimal Daga Sir for sharing the valuable knowledge.
#Day_1
It was started from very basics about AI/ML, need for Cloud Computing.
AWS AI Services Explored
Amazon Rekognition
Deep learning-based image and video analysis.
Amazon Polly
Turn text into lifelike speech across many languages
Practically work with these service from AWS Web-UI portal as well as creating code in python using jupyter notebooks.
To connect AWS cloud using python language we require SDK i.e. boto3 library from python.
Python Application Specifications
- Connect with Webcam using opencv-python library to click photo.
- Upload photo to S3 service of AWS Cloud.
- Connect as a client to Amazon Rekognition and Amazon Polly.
- Output -> Response
Refer to code on my GitHub https://github.com/hrishabhsharma/AI-on-AWS-Workshop
#Day_2
Amazon Lex
Add voice and chat conversational bots to your applications
Created one chat bot for finding bitcoin price.
Amazon Kendra
Highly accurate intelligent search service powered by machine learning.
Amazon Forecast
Amazon Forecast is a fully managed service that uses statistical and machine learning algorithms to deliver highly accurate time-series forecasts
Amazon CodeGuru
Automate code reviews and optimize application performance with ML-powered recommendations
Amazon Transcribe
Amazon Transcribe makes it easy for developers to add speech to text capabilities to their applications.
Amazon Comprehend
Amazon Comprehend is a natural-language processing (NLP) service that uses machine learning to uncover information in unstructured data.
Amazon Textract
Easily extract printed text, handwriting, and data from virtually any document.
Amazon Translate
Amazon Translate is a neural machine translation service that delivers fast, high-quality, and affordable language translation.
Amazon Personalize
Create real-time personalized user experiences faster at scale
Amazon Fraud Detector
Thanks for reading !!!😊✨ keep Learning!
