AI ON AWS 2 DAYS WORKSHOP

It was a quite good workshop , I learnt a lots of thing like

#Day1

1. For providing AI to the machine we make the use of machine learning..In machine learning methodology , we make machine to learn the same way the human mind works..i.e learn from the past data/event…and thus generate the model which resembles the human mind …
2. Because , generating/training the model required huge amount of appropriate data. Besides this , it also required great amount of resources (RAM/CPU) to train the model..So , training the model required a lot of time and money .. That’s why we make make the use of the model of cloud…
3. Amazing Rekognition service takes image/video as a input from the user and then make the use of pre-trained model for doing the analysis of either face or label detection etc..
4. Confidance score means that how much confidence the AI is while predicting something now it may be labels or face analysis etc..
5. The BOTO3 sdk helps to connect to the aws with the help of python..It internally calls the API of services of aws cloud
6. the cv2 module of the opencv-python library helps.in connecting to the webcam

#Day2

1. Amazon lex is a service provided by aws with the help of which we can create interactive chatbots . these chatbots internally make the use of NLP for understanding the client requirements and then make the use of backend code for full filling those requirements
2. NLP is one of the field in Deep Learning , in which we trained a model which is capable of understanding the user even if the user make the use of different words every time
3. Intent is the requirement/query of the client which lex fullfiiles by making the use of backend code
4. Amazon Kendra is a service provided by aws with the help of which we can create our own private search engine . this helps us in finding the data/file in the confidential documents without uploading those documents somewhere..Kendra with the help of connectors comes to the data storage and searches for the most relevant data
5. Amazon Code guru is a code analyzer and reviewer service
6. Amazon textract is a service with the help.of which we. Can extract the text from the image

A Day is not day without vimal sir session