- Using NLP to improve your Resume - Feb 23, 2021.
This article discusses performing keyword matching and text analysis on job descriptions.
Career Advice, NLP, Resume, Text Analysis
- All you need to know about text preprocessing for NLP and Machine Learning - Apr 9, 2019.
We present a comprehensive introduction to text preprocessing, covering the different techniques including stemming, lemmatization, noise removal, normalization, with examples and explanations into when you should use each of them.
Data Preprocessing, Machine Learning, NLP, Python, Text Analysis, Text Mining
- Towards Automatic Text Summarization: Extractive Methods - Mar 13, 2019.
The basic idea looks simple: find the gist, cut off all opinions and detail, and write a couple of perfect sentences, the task inevitably ended up in toil and turmoil. Here is a short overview of traditional approaches that have beaten a path to advanced deep learning techniques.
Bayesian, Deep Learning, Machine Learning, Sciforce, Text Analysis, Text Mining, Topic Modeling
- PDF Data Extraction: What You Need to Know - Feb 19, 2019.
In our free guide, we show you how and where you can use extracted data from PDFs, and explain the necessary qualities you should be looking for when evaluating extraction tools.
Data Processing, Datalogics, PDF, Text Analysis
- Top 10 Books on NLP and Text Analysis - Jan 9, 2019.
When it comes to choosing the right book, you become immediately overwhelmed with the abundance of possibilities. In this review, we have collected our Top 10 NLP and Text Analysis Books of all time, ranging from beginners to experts.
Books, NLP, Text Analysis
- Text Preprocessing in Python: Steps, Tools, and Examples - Nov 6, 2018.
We outline the basic steps of text preprocessing, which are needed for transferring text from human language to machine-readable format for further processing. We will also discuss text preprocessing tools.
Pages: 1 2
Data Preparation, NLP, Python, Text Analysis, Text Mining, Tokenization
- Machine Reading Comprehension: Learning to Ask & Answer - Oct 11, 2018.
Investigating the dual ask-answer network, covering the embedding, encoding, attention and output layer, as well as the loss function, with code examples to help you get started.
Tencent, Text Analysis, Text Classification
- What Data You Analyzed – KDnuggets Poll Results and Trends - Apr 26, 2017.
Image/video data analysis is surging, JSON replacing XML, anonymized data usage is growing in US and Europe (but not in Asia), itemsets and Twitter analysis is declining - some of the highlights of KDnuggets Poll on data types used.
Anonymized, Asia, Data types, Europe, Image Recognition, Poll, Text Analysis, Time Series, USA
- The Analytics of Emotion and Depression - Apr 26, 2017.
Analytics can be used to provide a boost to the cure of depression. How analytics is being adopted by companies like Microsoft, Facebook to handle and detect vulnerable targets of depression.
Analytics, Depression, India, Instagram, Sentiment Analysis, Social Media Analytics, Text Analysis
- Quickly tackle unstructured text data - Feb 8, 2017.
Learn about the new advanced text exploration capabilities available that let you quickly extract insights from text-based data.
Clustering, JMP, Text Analysis, Unstructured data
- Top 10 R Packages to be a Kaggle Champion - Apr 21, 2015.
Kaggle top ranker Xavier Conort shares insights on the “10 R Packages to Win Kaggle Competitions”.
Kaggle, R Packages, random forests algorithm, Success, SVM, Text Analysis, Xavier Conort