Machine Learning

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

Configure Logging in gunicorn based application in docker container

Carvia Tech | April 26, 2020 | 2 min read | 31 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

Carvia Tech | February 13, 2020 | 2 min read | 286 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

Carvia Tech | February 13, 2020 | 2 min read | 183 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

Carvia Tech | February 12, 2020 | 2 min read | 152 views

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

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Python - Get Google Analytics Data

Carvia Tech | January 09, 2020 | 4 min read | 231 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

Carvia Tech | December 25, 2019 | 2 min read | 16 views

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

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Python Flask Interview Questions

Carvia Tech | December 09, 2019 | 2 min read | 662 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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Creating custom Keras callbacks in python

Carvia Tech | December 07, 2019 | 6 min read | 523 views

In this article we will create custom keras callbacks using python i.e. logging batch results to stdout, stream batch results to CSV file, terminate training on NaN loss.

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Installing PySpark with Jupyter notebook on Ubuntu 18.04 LTS

Carvia Tech | December 07, 2019 | 4 min read | 684 views

In this tutorial we will learn how to install and work with PySpark on Jupyter notebook on Ubuntu Machine and build a jupyter server by exposing it using nginx reverse proxy over SSL.

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Google Colab: import data from google drive as pandas dataframe

Carvia Tech | December 07, 2019 | 3 min read | 3,727 views

In this Google Colab article we will learn how to import data from Google Drive as Pandas dataframe. Google Colab is a free Jupyter notebook environment that requires no setup and runs entirely on gcloud.

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