Introduction In this post, we will learn some best practices to improve our code quality and reliability for the production Data Science code. Note: Most… Read More »Engineering best practices for Data Science projects
Introduction If you want to deploy an interactive dashboard or your portfolio as a web page in a cloud platform, Heroku is a great app… Read More »Part 2 – Create live interactive dashboards with python and Heroku
If you are a student and are working on few available credits to get you through your Uni projects, Cost is going to be a… Read More »AWS cost monitoring for visibility and $$$ control
Cause of error This error is caused because mismatch in versions of tensorflow-gpu and CUDA. Every tensorflow-gpu lib is dependent on a very specific CUDA… Read More »Debugging the TensorFlow / Cuda error on AWS – ImportError: libcublas.so.9.0: cannot open shared object file
Get GPU from AWS Let’s create a GPU instance for our Deep Learning workloads. We need an AWS EC2 instance for this. Login to AWS… Read More »Moving our local Jupyter notebooks to GPU’s on cloud – Deep learning on AWS
Introduction If you are working on a visualisation project and want to demo your findings, or if you are hitting the job market and want… Read More »How to build Interactive dashboards in Python using Streamlit
Introduction In this post, we will learn how we can create a simple neural network to extract information ( NER) from unstructured text data with… Read More »How to build deep neural network for custom NER with Keras
Named Entity Recognition (NER) NER is also known as entity identification or entity extraction. It is a process of identifying predefined entities present in a… Read More »How to create custom NER in Spacy
Another great opportunity to speak at the Google DevFest 2019, Sydney on Building Knowledge Graph from text data. Talk details : https://devfest.org.au/speakers/nikita_sharma Slides : https://confusedcoders.com/wp-content/uploads/2019/11/GDG-Devfest-Knowledge-Graph.pdf… Read More »Building Knowledge Graph from text data – Google DevFest 2019
I was recently researching various text mining and language processing techniques to extract Job Skills from Job postings and Resume data. The input data is… Read More »White paper — Job Skills extraction with LSTM and Word Embeddings – Nikita Sharma
In our previous post, we discussed about getting started with knowledge graph where we saw how to install neo4j in Docker and Modelling tabular data as graph where we… Read More »Knowledge Graph part-3 :Building REST API over Knowledge Graph
In our previous post, we discussed about getting started with knowledge graph where we only saw how to install neo4j in Docker. In this post, we… Read More »Knowledge Graph part-2 : Modelling tabular data as graph