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 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
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
A multi-label classification has multiple target values associated with dataset. Here we are predicting probability of each class instead of predicting a single class. In… Read More »Deep Learning on multi-label text classification with FastAi
Sentiment Analysis is the process to identify and extract subjective information from text files for determining the emotional tone behind a series of words, used to… Read More »Sentiment Analysis with Deep Learning and FastAi
Today we will practice Language Processing with Deep Learning. We will use transfer learning here, to fine tune our neural network that has been trained… Read More »What will Elon Musk tweet next: Generating tweets with Deep Learning
It’s a common sentiment that Deep Learning is only good for images and language models. This post is about using Deep Learning on tabular data,… Read More »How to apply Deep Learning on tabular data with FastAi
Hey Readers, this is my first blog on Deep Learning. From last few months I have started learning about Deep learning. Thanks to guru99 where… Read More »CNN with TensorFlow for Deep Learning Beginners
This post is focussed on getting our dev env setup for our future experiments. Dev stack is pretty minimal for now: TensorFlow Keras Jupyter notebooks… Read More »Deep Learning Day 1 – Install Tensorflow, Keras and Jupyter for dev
I am writing this series of blogs to document my learnings as I travel through the data science world. I will be focussing on Deep… Read More »Deep Learning Day 0 – Knowing the technology