AI on AWS workshop

Recently I have attended two day workshop on AI on AWS under mentorship of World Record Holder Vimal Daga.

In the workshop I learned lot of new service of AWS from the very basics. Following below the short description of services I learned in Workshop:-

Bottleneck :- is a point in the storage(volume) where the flow of data is impaired or stopped entirely. Effectively, there isn’t enough data handling capacity to handle the current volume of traffic

Throughput:- is the speed of read/ write on countious data from the storage. Throughput concept used by Hadoop

IOPS (I/o):- is performance measurement used to benchmark computer storage devices like hard disk drives (HDD), solid state drives (SSD), and SAN

Burstable:- means the maximum speed the of read and write your SSD can give you in certain situations AWS S3 offers different types of storage classes based upon the use case. The default one is Standard with is used for Hot Storage i.e., for frequently accessed data. There is also a Standard-IA which is for Cold Storage i.e., for infrequently accessed data

S3 Glacier :- is used to store that data which is rarely used but we have to store it for longer time. Its read/write operation is very slow

Intelligent:- tiering is one more storage class in S3 which takes decision automatically on the basis of data usage where it has to keep

Amazon Lex:- is a service for building conversational interfaces into any application using voice and text

Natural Language Processing:- is a sub-field of Artificial Intelligence (AI) which help us to convert text into speech, Analyze large amount of Natural Language data, Speech Recognition

Intent:- is specific function of your chatbot which is built for giving particular responses to the query of your customers or users of application

amazon kendra:- is a intelligent search engine service which helps you you search an unstructured data as well . It also you natural language processing

Code Guru :- it helps developers to review their code and decrease the complexity in the code easily. codeguru-profiler python library needs to be installed to access the profiler of Code Guru

Amazon Comprehend:- is a Natural Language Processing based service which is mainly used for Analyzing the texts and extract the information from Unstructured data

Amazon Textract:- is an AWS service used to Convert the hard copy into copy or analyzing the text of Hard Copy piece by piece