NLP with Python: Text Feature Extraction
How to extract features from text for machine learning models
Posts
2018
Natural Language Processing with Python: Introduction
Natural language processing basics: tokenization, stemming, lemmatization, POS tagging
Web scraping with Python: First Scraper
Simple web scraper in Python using Requests and BeautifulSoup
Web scraping with Python: Introduction
Introduction to web scraping
Predicting if a headline is a clickbait or not
Learn how to classify if a headline is a clickbait or not
Short Tutorial on Named Entity Recognition with spaCy
A simple and minimal example showing how to detect named entities in an unstructured text
Text Classification with sklearn
A tutorial on text classification using sklearn
Word Embeddings in Keras
A short tutorial on using word embedding layer in Keras
Nepali License Plate Recognition with Deep Learning
Train a neural network model to predict letters and numbers from a license plate
Black and White to Color using Deep Learning
A short tutorial on fully convolutional neural networks
Apache Beam Transforms: ParDo
Introduction to ParDo transform in Apache Beam
Apache Beam Tutorial - PTransforms
Getting started with PTransforms in Apache Beam
Python tips: copy vs deep copy
Copy vs deep copy
Apache Beam Tutorial Series - Introduction
Introduction to Apache Beam
Getting started with Tensorflow Estimator API
Learn how to use Tensorflow Estimator API
Multi output neural network in Keras (Age, gender and race classification)
A tutorial on building neural networks with multiple outputs
Classifying Gender using Convolutional Neural Network: Realtime Prediction
A series of tutorial on using Convolutional Nerual Networks to classify gender of a person in an image
Classifying Gender using Convolutional Neural Network: Model Training
A series of tutorial on using Convolutional Nerual Networks to classify gender of a person in an image
Classifying Gender using Convolutional Neural Network: Loading Data
A series of tutorial on using Convolutional Nerual Networks to classify gender of a person in an image
Convolutional Neural Networks in Keras (Cat vs. Dog example)
Learn how to design and train a convolutional neural network for binary classification in Keras