Skillcate AISentiment Analysis — using NLTK VaderNLTK is a popular python library that offers a simple API to access its methods to perform a range of NLP tasks, including: Sentiment…Oct 6, 2022Oct 6, 2022
Skillcate AISentiment Analysis — using TextBlobTextBlob is a popular python library that offers a simple API to access its methods to perform a range of NLP tasks, including: Sentiment…Oct 6, 2022Oct 6, 2022
Skillcate AIDeploy a Flask App — with Conda EnvironmentsIn this article, I shall deploy a Sentiment Analysis Flask App (I built using LSTM in Keras). Just to get you excited, this is how our…Oct 6, 2022Oct 6, 2022
Skillcate AIIntroduction to Word EmbeddingsUnlike us humans, computers just don’t understand anything that’s not numbers. So, for all data that’s not numbers, example: text, images…Oct 5, 2022Oct 5, 2022
Skillcate AIDetecting Fake News — with a BERT ModelFine-tuning Google’s BERT-base model with Transfer LearningOct 2, 2022Oct 2, 2022
Skillcate AIBERT for Dummies: State-of-the-art Model from GoogleExceeds human performance on language understanding benchmarkOct 1, 2022Oct 1, 2022
Skillcate AITransfer Learning — Intuition to ImplementationThe next big thing in Machine Learning!!Sep 29, 2022Sep 29, 2022
Skillcate AIDeploy ML Project WebApp — with Flask, PIP & VirtualenvDo you know — around 90% of the Machine Learning Models never make it to production?Sep 26, 20222Sep 26, 20222
Skillcate AI‘Magical’ Sklearn Pipeline — IntuitionScikit-learn pipeline, aka Sklearn Pipeline, is a low-code magical way of building ML models. Sklearn pipeline is a major productivity…Sep 26, 2022Sep 26, 2022
Skillcate AIBecome a Data Analyst — 10x fasterBusinesses around the globe are increasingly aware on leveraging their data for realizing continuous improvement. This has led to an…Sep 22, 20221Sep 22, 20221