/MLRepository

My repository consists of python practice exercises,ML projects

Primary LanguageJupyter Notebook

Me@Medium - https://ashaicy99.medium.com/

Me@KDnuggets - https://www.kdnuggets.com/2020/09/machine-learning-model-deployment.html

Deploy ML model using Flaks - https://www.analyticsvidhya.com/blog/author/asha05/

Working with Google Sheets, Maps & Gmail

https://ashaicy99.medium.com/working-with-google-sheets-maps-gmail-af097aa1b9b5

Where “Recall” is important than "Accuracy”?

https://ashaicy99.medium.com/where-recall-is-important-than-accuracy-f06d3ced0c67

What about you?

https://ashaicy99.medium.com/what-about-you-bae6c586d98d

Word Sense Disambiguation (WSD)Series-2

https://ashaicy99.medium.com/word-sense-disambiguation-wsd-series-2-641542d05ca0

Word Sense Disambiguation (WSD)Series-1

https://ashaicy99.medium.com/word-sense-disambiguation-wsd-series-1-454b9eeba560

Text Summarization using spaCy

https://medium.com/@ashaicy99/text-summarization-using-spacy-5d3096304786

Text Summarization using Transfer learning

https://medium.com/@ashaicy99/text-summation-using-transfer-learning-160fa52e10d6

ML and DL Model Serialization and Deserialization

https://medium.com/@ashaicy/serialization-and-deserialization-techniques-in-python-deserialization-69beed1ed3ef?sk=bd263243db7516e1562539748b8b0462

Working with python PDF,Doc,Zip,Images,PPT etc

https://medium.com/@ashaicy99/working-with-pdf-docs-zip-images-ppt-in-python-c742a24e93e4

Python control flow tools

https://medium.com/@ashaicy99/python-control-flow-tools-24b3205eff34

python nested for loops practice exercises

https://medium.com/@ashaicy99/python-nested-for-loops-practice-exercises-dee4e76a00bb

Pyhton logics for kids

https://medium.com/@ashaicy99/python-loops-and-tricks-for-multiplication-tables-a1f722af3db

Statistical knowledge for data scientists

https://medium.com/@ashaicy99/statistical-knowledge-required-for-datascience-7340611ae35d

Difference between statistical modeling and MLmodeling

https://medium.com/@ashaicy99/differences-between-statistical-modeling-and-machine-learning-modeling-37fcc5d833c6

Chatbots arround and famous platforms and frameworks

https://medium.com/@ashaicy99/chatbots-around-us-and-famous-platforms-and-frameworks-a53daea553bf

USA covid -19 and live data

https://medium.com/@ashaicy99/usa-cvoid-19-live-data-afed58a4fdbc

Lets Explore Timeseries

https://medium.com/@ashaicy/lets-explore-time-series-e9d56e1d647b

Pyhton strings interview questions

https://medium.com/@ashaicy/python-strings-interview-questions-6ae18b32a723

Python filters and user defined functions

https://medium.com/@ashaicy/python-filters-with-user-defined-functions-a5f54db62015

Pyhton challenges

https://medium.com/@ashaicy/python-challenges-7a431bf4db6c

Pyhton challenges series 2

https://medium.com/@ashaicy/python-challenges-820af3dbf8d5

ML Model serverless Deployment

https://medium.com/@ashaicy99/machine-learning-model-deployment-748e0c2437b8

Chatbot for Education & Training

https://medium.com/@ashaicy99/chat-bots-for-education-training-institutes-b257e84e82b5?sk=5a978ddbf9865275b334e74c7bb15f9a

Opportunities for Data Science in Telecommunications

https://medium.com/@ashaicy/opportunities-for-data-science-in-telecommunications-6e3c89eefa1d

Deploy static website in HEROKU using PHP wrapper

https://mystaticwebsite-link.herokuapp.com/index.html html code - https://github.com/Asha-ai/deploy-static-website.git

ML Model Deployment projects using Flask

Deploy sms spam using flask

Deploy Movie recomendation app

Deploy models for prediction using HTTP Endpoint

1.Webhosting Frameworks - Flask,Django

2.Serverless Compute - aws lambda, Goole Cloud Functions, Azure Functions

3.CloudPlatformSpecificFrame Works - aws sagemaker, Google AI Platform, AzureMLService

  1. Deploy the machine learning models in Flask web frame work and test the end point in POSTMAN Folder Details
  • iris - Deploy IRIS modle using Flask
  • titanic-modeldeployment-Flask - Deploy Titanic model using Flask

Postman Image for testing iris api

iris-postman

Postman Image for testing titanic api titanic-postman-test