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.
Read ArticleSend 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.
Read ArticleSend 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
Read ArticleRuntimeError: 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
Read ArticleBlueprints 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.
Read ArticleSingleton 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.
Read ArticlePython 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
Read ArticleSVM 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
Read ArticleDeploying 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.
Read ArticleDeploying 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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Trending Posts
- Installing PySpark with Jupyter notebook on Ubuntu 18.04 LTS
- Send email with attachment in Python
- Send rich text multimedia email in Python
- Blueprints in Flask API Development
- Singleton Design Pattern in Python
- SVM after LSTM deep learning model for text classification
- RuntimeError: get_session is not available when using TensorFlow 2.0
- Deploying Keras Model in Production with TensorFlow 2.0
- Python coding challenges for interviews
- Python Flask Interview Questions
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