How Can Lean Methodology Add Value to Your Machine Learning Deployments?
Author(s): Antonis Stellas Originally published on Towards AI. Photo by Stephen Phillips – Hostreviews.co.uk on Unsplash Machine learning (ML) is revolutionizing the way companies operate, but deploying ML models can be challenging. In this article, we will explore how lean methodology can …
The Non-Convexity Debate in Machine Learning
Author(s): Towards AI Editorial Team Originally published on Towards AI. Unpacking Mean Squared Error’s Impact on Logistic Regression Photo by DeepMind on Unsplash Author(s): Pratik Shukla “If you can’t, you must. If you must, you can.” — Tony Robbins Table of Contents: …
Meta Releases LLaMA: Will It Fail Too?
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Page by Page Review: LLaMA: Open and Efficient Foundation Language Model Meta is releasing LLaMA to compete with PaLM and Chinchilla. Will it suffer the same fate as Blenderbot and Galactica? …
Page by Page Research Review: BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Abstract: This case study on text generation further demonstrates the advantage of BioGPT on biomedical literature to generate fluent descriptions for biomedical terms. Pre-trained language models have attracted increasing attention in …
5 Paradoxes in Statistics Every Data Scientist Should be Familiar With
Author(s): Simranjeet Singh Originally published on Towards AI. Top highlight Introduction Statistics is an essential part of data science, and it provides us with various tools and techniques to analyze and understand data. However, sometimes statistical results can be counterintuitive or even …
Building a Neural Network with Backpropagation in Excel (No Programming Required!)
Author(s): Angela and Kezhan Shi Originally published on Towards AI. Learning Machine Learning Concepts with Simple Formulas and Functions in Excel Hey there, Excel enthusiasts and machine-learning newbies! Are you ready to dive into the world of neural networks without having to …
Text Classification using Bag of Words and TF-IDF with TensorFlow
Author(s): Chetan Ambi Originally published on Towards AI. Bag of Words model Image by author Table of Contents · Overview· Quick recap· Import libraries· Import dataset and EDA· Train test split · Text feature extraction· Model ∘ Bag of Words model ∘ …
ChatGPT API 101 — A Beginner’s Guide
Author(s): Skanda Vivek Originally published on Towards AI. OpenAI just released the ChatGPT (GPT-3.5) API! This tutorial goes into the various ways you can use the ChatGPT API to turbo-charge your application. Photo by Mohamed Hassan form PxHere OpenAI just released their …
A Great Overview of Machine Learning Operations and How the MLFlow Project Made It Easy (Step By Step)
Author(s): Ashbab khan Originally published on Towards AI. Photo by Ramón Salinero on Unsplash development is a most important concept whether we talk about human evolution from hunter-gatherer to the modern human we see today. The same concept applies to the technologies …
Chord Labs | Get Started Guide: Custom GPT AI/ML App Development
Author(s): Xiao Zhou Originally published on Towards AI. Chord Labs U+007C Get Started Guide: Custom GPT AI/ML App Development 4-Step Plan to Build a GPT / ChatGPT App from Idea to Production Photo by Tim van der Kuip on Unsplash API-accessed models …
PowerBI Data Modelling Performance Improvement Strategies Used by Professionals
Author(s): Analytic girl Originally published on Towards AI. Tips to improve PowerBI performance (Part 2) Creating a powerBI report is simple; however, making sure the performance of the report is up to the mark is trickier. The PowerBI report creation process can …
How did Binary Cross-Entropy Loss Come into Existence?
Author(s): Towards AI Editorial Team Originally published on Towards AI. Exploring the Genesis of Binary Cross-Entropy Loss Function Image by Gerd Altmann from Pixabay Author(s): Pratik Shukla “You always pass failure on the way to success.” — Mickey Rooney Table of Contents: …
Knowledge of RAID-based System Storage Architectures
Author(s): Deepankar Varma Originally published on Towards AI. The amount of data produced and saved in the modern digital age is growing exponentially. To handle this data explosion, organizations need storage systems that are not only reliable and cost-effective but also provide …
Demystifying AI for everyone: Part 2-NLP Vectorization
Author(s): Himanshu Joshi Originally published on Towards AI. In the age of ChatGPT, let’s learn the basics I have started this Demystifying AI for everyone series to explain the basic building blocks of NLP in layman's language. So that in the age …
Creating Stunning Neural Network Visualizations with ChatGPT and PlotNeuralNet
Author(s): Clément Delteil Originally published on Towards AI. Presenting PlotNeuralNet, a LaTeX / Python package to visualize Neural Networks Visualization of a Fully Convolutional Neural Network architecture (FCN-8) Tired of the usual visualizations for neural networks? Let me introduce PlotNeuralNet by Haris …
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