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 …
What Is Meant by the Regularization of the ML Model?
Author(s): Mahesh Sonawane Originally published on Towards AI. Regularization Models: Ridge-Lasso When I started studying ML, I was unable to understand how Linear regression, Ridge, Lasso, and Gradient Descent work mathematically. When I ask doubts to my friends, everyone explains differently, and …
RLPrompt Uses Reinforcement Learning for Prompt Optimization
Author(s): Jesus Rodriguez Originally published on Towards AI. The new research from Carnegie Mellon University formulates prompt optimization as a policy optimization problem. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a …
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 ∘ …
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 …
How to Start Your ML Journey? | Results from LinkedIn Polls
Author(s): Akhil Theerthala Originally published on Towards AI. How to Start Your ML Journey? U+007C Results from LinkedIn Polls Photo by Susan Q Yin / Unsplash Someone trying to start their ML journey would be confused about where to start. There are …
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 …
Python Statistical Analysis: A Guide to Identifying and Handling Outliers
Author(s): MicroBioscopicData Originally published on Towards AI. Welcome to this tutorial on the detection, plotting, and treatment of outliers with Python. In this tutorial, we will start by discussing what outliers are and why they matter. We will then cover methods for …
Meet Composer: Alibaba’s New Text-to-Image Super Model that Provider More Control Over the Outputs
Author(s): Jesus Rodriguez Originally published on Towards AI. The technique extends diffusion models with better control primitives. Image Credit: Alibaba Research I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS (meaning no hype, no …
This AI newsletter is all you need (#37)
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louis This week developments in LLMs and Generative AI continued at pace — ranging from more cutting-edge research, to open-source accessibility to general affordability of …
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: …
Is AI Becoming the Gatekeeper and Mouthpiece of Knowledge?
Author(s): Building Blocks Originally published on Towards AI. AI vs. Human Expertise: The Growing Dependence on Machine-Provided Knowledge Machines have been assisting humans in their day-to-day activities for a long time. So much so that we don’t even notice how ubiquitous they …
Pre-train, Prompt, and Predict — Part2
Author(s): Harshit Sharma Originally published on Towards AI. 2 step approach to Prompting (This is Part 2 of a multi-part series describing the prompting paradigm in NLP. The content is inspired by this paper (a survey paper explaining the prompting methods in …
Inside LangChain: The Open Source Large Language Model Framework Everyone is Talking About
Author(s): Jesus Rodriguez Originally published on Towards AI. One of the most popular new frameworks for building LLM applications. Top highlight Image Credit: LangChain I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS (meaning …
Automated Annotation of Protein Features Using Language Models
Author(s): LucianoSphere Originally published on Towards AI. At UniProt, ProtNLM is already assisting scientists by connecting protein sequences with descriptions of protein traits in the English language Figure by the author. Note PRTEIN SEQVENCE is not a typo but just reflects the …
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