Machine Learning

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

Installing PySpark with Jupyter notebook on Ubuntu 18.04 LTS

Carvia Tech | November 08, 2019 | 4 min read | 2 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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Send rich text multimedia email in Python

Carvia Tech | November 02, 2019 | 3 min read | 3 views

We will learn how to send rich text multimedia email in python. We will be using smtplib for email via GMAIL.

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Send email with attachment in Python

Carvia Tech | October 31, 2019 | 2 min read | 2 views

We are going to learn how to send email with attachment in python. We will be using smtplib for email via gmail client

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RuntimeError: get_session is not available when using TensorFlow 2.0

Carvia Tech | October 30, 2019 | 2 min read | 3 views | Flask - Python micro web framework

Here, we will see how we can upgrade our code to work with tensorflow 2.0 on removing get_session

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Blueprints in Flask API Development

Carvia Tech | October 29, 2019 | 2 min read | 1 views | Flask - Python micro web framework

Flask provides blueprints to lets us organize our large application code by breaking it into smaller and reusable modules.

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Singleton Design Pattern in Python

Carvia Tech | October 29, 2019 | 1 min read | 1 views | Flask - Python micro web framework

Singleton design pattern belongs to creational design pattern that ensures only one instance is created for the given class.

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Python Flask Interview Questions

Carvia Tech | October 29, 2019 | 1 min read | 3 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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SVM after LSTM deep learning model for text classification

Carvia Tech | October 24, 2019 | 2 min read | 0 views

we will learn how to add SVM in last layer when we are using LSTM for text classification

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Deploying Keras Model in Production using Flask

Carvia Tech | October 24, 2019 | 7 min read | 82 views | Flask - Python micro web framework

This article covers process of building a Flask REST API over saved Keras model and deploy it in production. We are going to take example of a mood detection model which is built using NLTK, keras in python.

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Deploying Keras Model in Production with TensorFlow 2.0

Carvia Tech | October 24, 2019 | 7 min read | 2 views

In this article, we are going to discuss the process of building a REST API over keras's saved model in TF 2.0 and deploying it to production using Flask and Gunicorn/WSGI.

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