Emotion AI: How to Build Sentiment Prediction Models Like a Pro
Author(s): Shanaka C. DeSoysa Originally published on Towards AI. Master Sentiment Prediction: Techniques, Tips, and Tools for Every Data Scientist This member-only story is on us. Upgrade to access all of Medium. Sentiment Analysis In this article, we’ll explore how to build …
Run Gemini using the OpenAI API
Author(s): Thomas Reid Originally published on Towards AI. Google’s Gemini model is now OpenAI AI Compatible This member-only story is on us. Upgrade to access all of Medium. In a recent announcement, Google confirmed that its Gemini large language model is now …
Do THIS Instead of Watching Endless Tutorials — How I’d Learn Machine Learning FAST
Author(s): Egor Howell Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. My best advice on how to study machine learning Photo by Kevin Ku on Unsplash I’ve been doing machine learning for over …
This Pandas Trick Will Blow Your Mind As a Data Scientist! — Part 2
Author(s): Gencay I. Originally published on Towards AI. Let’s build a streamlit app in 8 steps! This member-only story is on us. Upgrade to access all of Medium. Created with Abidin Dino AI, to reach it, consider being Paid subscriber to LearnAIWithMe, …
My Honest Advice to Beginner ML Students
Author(s): Boris Meinardus Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. If you’re taking one ML course after the other, you might want to read this. So, I get a lot of questions …
Langchain: Framework for Building LLMs Applications
Author(s): Adipta Martulandi Originally published on Towards AI. An Introduction to Langchain for Developing Applications with Large Language Models This member-only story is on us. Upgrade to access all of Medium. Photo by Igor Omilaev on Unsplash Since the emergence of ChatGPT, …
The Secret to Unlocking Deeper SWOT Analysis with AI (The Code That Started It All — and How I Took It to the Next Level)
Author(s): Mukundan Sankar Originally published on Towards AI. I thought I had cracked the code for automated SWOT analysis… until Neuro-symbolic AI revealed an entirely new layer of depth. This member-only story is on us. Upgrade to access all of Medium. Image …
Web-LLM Assistant: Bridging Local AI Models With Real-Time Web Intelligence
Author(s): Isuru Lakshan Ekanayaka Originally published on Towards AI. Top highlight This member-only story is on us. Upgrade to access all of Medium. In the dynamic realm of artificial intelligence, the ability to access and synthesize real-time information is paramount. Traditional large …
Taming the Oracle: Key Principals That Bring Our LLM Agents to Production
Author(s): Nate Liebmann Originally published on Towards AI. A Tame Oracle. Generated with Microsoft Designer With the second anniversary of the ChatGPT earthquake right around the corner, the rush to build useful applications based on large language models (LLMs) of its like …
A Modern Approach To The Fundamental Problem of Causal Inference
Author(s): Andrea Berdondini Originally published on Towards AI. Photo by the author ABSTRACT: The fundamental problem of causal inference defines the impossibility of associating a causal link to a correlation, in other words: correlation does not prove causality. This problem can be …
25 Must-Know Retrieval-Augmented Generation Models (RAG) Transforming AI & NLP in 2024
Author(s): Isuru Lakshan Ekanayaka Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. image source Large Language Models (LLMs) like GPT-4 have revolutionized the field of NLP, demonstrating remarkable capabilities in generating human-like text, …
Exploring DNA Classification with Next-Generation Sequencing (NGS) and Machine Learning
Author(s): Souradip Pal Originally published on Towards AI. Unlocking insights into DNA sequences using machine learning and bioinformatics techniques. This member-only story is on us. Upgrade to access all of Medium. DNA is often described as the blueprint of life, encoding the …
From Ashes to Algorithms: How GOES Satellites and Python Can Protect Wildlife and Communities
Author(s): Ruiz Rivera Originally published on Towards AI. Photo by BBC News Introduction Imagine what it must be like to be a creature on a hot, dry summer day living in a remote forest within a dense mountainous region you’ve called home …
27 Equations Every Data Scientist Needs to Know
Author(s): Julia Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Everybody’s talking about AI, but how many of those who claim to be “experts” can actually break down the math behind it? It’s …
Why Every Health Data Scientist Should Know About OMOP CDM
Author(s): Mazen Ahmed Originally published on Towards AI. Standardising Healthcare Data This member-only story is on us. Upgrade to access all of Medium. Image by Author A large issue I struggle with at work is standardising healthcare data. I gather data from …
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