The NLP Model Forge
Author(s): Quantum Stat Photo by Jesse Collins on Unsplash Natural Language Processing Unlocking Inference for 1,400 NLP Models Streamlining an inference pipeline on the latest fine-tuned NLP model is a must for fast prototyping. However, with the plethora of diverse model architectures and NLP …
Exploring Stock Market Correlations
Author(s): Frederik Bussler Validating insights with r². Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Understanding Abstractive Text Summarization from Scratch
Author(s): Gundluru Chandrasekhar A CNN news articles summarization case study Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Are Stories with Numbers in Headlines More Successful?
Author(s): Dorian Lazar Let’s find that out using Statistics Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Sign Language classification using MonkAI
Author(s): Aanisha Bhattacharyya Sign Language is used to communicate with persons suffering with speech-impairment. A classifier helps us to communicate better with them. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
CycleGAN as a Denoising Engine for OCR Images
Author(s): Sharon Lim Cleaning up scanned but dirty documents to their original form. With a clean document, performing OCR will be a much more accurate task. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Decoding the Science Behind Generative Adversarial Networks
Author(s): Daksh Trehan Deep Learning A dummies guide to GANs that aims at the art of faking! Generative adversarial networks(GANs) took the Machine Learning field by storm last year with those impressive fake human-like faces. Bonus Point* They are basically generated from nothing. Irrefutably, …
Feature Engineering with NLP
Author(s): Deep Patel Converting tokens of text into features and applying machine learning and deep learning model on it. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Safest Way To Containerize a Deep Learning Flask API
Author(s): Pushkara Sharma Deep Learning, Programming Building and Pushing a Docker Image of a Deep Learning Flask API in the Safest way possible. In this article, we will not discuss developing Machine Learning model but rather containerizing our ready to deploy ML …
Deadly or Delightful — AI to Predict Mushroom Toxicity
Author(s): Frederik Bussler A simple predictive analytics use-case. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Learning Curve To Detect The Bug In A Machine Learning Algorithm
Author(s): Rashida Nasrin Sucky How to develop a learning curve, detect if your algorithm is suffering from bias or variance and find the solution Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Introduction to Natural Language Processing
Author(s): Deep Patel NLP is a great tool to analyze text data and perform an amazing task when combined with machine learning and deep learning. So, let’s look… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
We Have a New Contender in the Cloud Market and It’s Made to Take Down AWS
Author(s): Shubh Patni Can Render replace DevOps engineers and takedown AWS? Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Exploratory Data Analysis (EDA) — Don’t ask how, ask what
Author(s): Louis Spielman The first step in any data science project is EDA. This article will explain why each step in the EDA is important and why we should care about what we learn from our data. This is part 1 in a …
Monte Carlo simulation on Dice Battles: RISK, 80 Attackers vs. 20 Defenders
Author(s): Michelangiolo Mazzeschi Performing simulations for Decision Making Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
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