Machine Learning

Data science, machine learning, python, R, big data, spark, the Jupyter notebook, and much more

AWS Lambda Interview Questions for Developers

Upasana | September 07, 2022 | | 0 views | Python Coding Problems AWS Tutorials

AWS Lambda Interview Questions for Java, Python and Kotlin developers - What is AWS Lambda, What are pros and cons of using lambda, etc.

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Difference between Loss, Accuracy, Validation loss, Validation accuracy in Keras

Upasana | August 11, 2022 | 3 min read | 8,750 views

When we have built the model but would like to validate it by inducing different datasets. Usually we face constraint in terms of amount of accurate data we have for training. But validating model is also necessary so that we can rely on model based on it evaluation through validation dataset.

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Part 3: Dockerize Flask application and build CI/CD pipeline in Jenkins

Upasana | February 09, 2021 | 3 min read | 2,177 views | Flask - Python micro web framework

This article covers Flask API Containerization using Docker, Setting up CI/CD pipeline using Jenkins and Cloud deployment

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Flask Interview Questions

Upasana | July 24, 2020 | 2 min read | 1,246 views | Flask - Python micro web framework

Top interview questions for Python Flask Micro web framework - API development, Deployment in production, logging and monitoring and testing

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Configure Logging in gunicorn based application in docker container

Upasana | April 26, 2020 | 2 min read | 537 views

In this tutorial you will learn how to add logging in flask application running on gunicorn server in docker

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Connect to Postgresql with Python 3.x and get Pandas Dataframe

Upasana | February 13, 2020 | 2 min read | 656 views

Connect to Postgresql database using Python 3.x to populate Pandas Dataframe

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Connect to Cassandra with Python 3.x and get Pandas Dataframe

Upasana | February 13, 2020 | 2 min read | 523 views

Using Python 3.x we will connect to NoSql Cassandra database and populate Pandas Dataframe

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Connect to MySQL with Python 3.x and get Pandas Dataframe

Upasana | February 12, 2020 | 2 min read | 421 views

Connect to MySQL with Python 3.x and get Pandas Dataframe

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Python - Get Google Analytics Data

Upasana | January 09, 2020 | 4 min read | 464 views

Google Analytics is a web analytics service offered by Google that tracks and reports website traffic, currently as a platform inside the Google Marketing Platform brand.

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Python send GMAIL with attachment

Upasana | December 25, 2019 | 2 min read | 30 views

Send gmail with attachment programmatically in python using smtplib for email via gmail client

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