Great Artificial Intelligence services on AWS cloud

🔰 How AI/ML resembles to human brain?

✔️ Human being have brain and sensory organs using which they analyse and predict everything such as car, mask, animals, etc. So for human, brain is there for their natural intelligence. But in computers, CPU+RAM actually behaves as brain. But having only brain(RAM/CPU) is not important, for analysing, computer should have intelligence like humans. So here what we need to do, we anyhow try to provide intelligence to our computer by training our computer. But this intelligence is not real as we humans are the one who are trying to provide intelligence to computer, that’s why this intelligence is called as Artificial Intelligence (AI). So for learning we need to create an model and then need to train that model by providing historical dataset to give intelligence to our machine (computer), therefore this is called as machine learning(ML). Now our computer has brain with intelligence. Our human requires sensory organs for sending input to brain, likewise our computer also need some device who send the input. So here devices such as webcam(eyes), microphone (ears), speaker (mouth), etc act as sensory organs who sends the input to computers brain. So human brain and AI/ML resembles each other.

🔰 Why we need cloud based services for ml based projects?

✔️ Cloud service providers has pre-trained model which is more than enough to analyse anything and also they have lots of data with them which is required for ML based project.

🔰 How does AmazonRekognotion service of AWS helps in AI world?

✔️ AmazonRekognition is the service from AWS for ML/AI related use-cases such as image moderation, proctoring service, object detection, image comparison, etc using their pre-trained model.

🔰 What is Confidance Score?

✔️ How much confident our model is to detect any object is called as confidance score.

🔰 How can we use the Amazon Rekognition service?

✔️ There are 3 ways to use AmazonRekognition :- CLI, SDK, GUI.

🔰 How can we use python interpreter on our operating system?

✔️ We can use python interpreter on our OS by installing ide.

🔰 Which library of Python helps in contacting the AWS from Python?

✔️ boto3 is the library of python which helps in contacting AWS from python.

🔰 How BoundingBox works in Rek?

✔️ Bounding box is the area of image in which our model has detected an object.

🔰 Which Library helps in connecting the webcam with python?

✔️ “opencv-python” is the library that helps in connecting the webcam with python.

🔰 How can we create an user in AWS-Cloud?

✔️ Using IAM service, we can create an user in AWS cloud.

🔰 How labels of REK helps in AI?

✔️ Labels of REK helps in AI such as in proctoring, for business product, etc.

🔰 What is the function of Amazon-polly service?

✔️ The function of Amazon-polly service is it is used for “text-to-speech”.

🔰 What is Amazon Lex ?

✔️ Amazon Lex is the service provided by AWS which allows us to create our own chatbots (both Text & Voice) for our application.

🔰 What is NLP ?

✔️ We human while talking to someone, we use grammer, expressions in our sentences but this capabilities are not available in computer (machine). So if you want that your computer also behave or give response like humans do then here we need to use NLP(Natural Language Processing). So NLP is the way use by computers so that they can text, speech, analyse, manipulate same like humans do.

🔰 What do you mean by intent ?

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

🔰 What is Amazon Kendra ?

✔️ Amazon Kendra is the service provided by AWS which is used for creating our own search engine for our organization.

🔰 Benefits of Amazon Kendra

✔️ Benefits of Amazon Kendra :-

🔺Using Amazon Kendra, you can create your own customized search engine.

🔺You can’t able to put your organization docs and files in public sites just for searching a specific file, customer information, past deals, budget info, etc. So for such usecase you can create private search engine for your organization so that only employees of your organization can able to search for organization’s internal docs and files.

🔰 What is Amazon Code Guru ?

✔️ Using Amazon CodeGuru service, you can do profiling and review of your code for the optimization of code. This service automatically go deep dive into your code for profiling of code and provide you with details such as CPU leak, which specific line of code is taking more resources, etc. Also it gives you recommendations for doing some changes in the code so that you can optimize your code.

🔰 Which python library needs to be installed to access the profiler of Code Guru ?

✔️ “codeguru-profiler-agent” is the library needs to be installed to access the profiler of code guru.

🔰 What is Amazon Comprehend ?

✔️ Amazon Comprehend is the service use for retrieving information from the text. From provided text, they will automatically find this particular word is name, this no. is mobile no., etc.

🔰 What is Amazon Textract ?

✔️ Amazon Texttract is the service which extract information from the scanned docs. Useful for automating manual things.

🔰 What is Amazon Translate ?

✔️ Amazon translate is the service for providing translation facility to your application.

🔰 What does Amazon Personalize do ?

✔️ Amazon Personalize is the service use for creating recommendation engine for your application.

🔰 What is the function of Amazon Fraud Detector ?

✔️ Amazon Fraud Detector is the service use for detecting online frauds in our application.

So that’s all for this article, will meet you next time with another tech related article. Keep sharing, keep learning. Have a nice day.

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