The Random Forest model
Author(s): Sandeepkumar Racherla Originally published on Towards AI. Ensemble Learning: From Decision Tree to Random Forest Discover the power of ensemble learning Source: Image by Joe on Pixabay In this article, we’ll discuss and describe ensemble learning. We’ll start our discussion with …
Query Your DataFrames with Powerful Large Language Models using LangChain.
Author(s): Pere Martra Originally published on Towards AI. Get ready to use your own data with Large Language Models From Hugging Face Using a Vector Database and LangChain! Image By Author, generated with Dall-e 2 In the previous article, I explained how …
RepVGG: A detailed Explanation for Structural Re-parameterization
Author(s): Gavin Originally published on Towards AI. Demystifying RepVGG: Unveiling the Secrets of Structural Re-parameterization This member-only story is on us. Upgrade to access all of Medium. — Why I’m writing this article about RepVGG when there are already several excellent resources …
Ten Free Online Courses for Ph.D. Students & Researchers
Author(s): Youssef Hosni Originally published on Towards AI. Enhance Your Research Career Through These Resources This member-only story is on us. Upgrade to access all of Medium. Embarking on a Ph.D. journey or pursuing a career in research demands a thirst for …
Modern NLP: A Detailed Overview. Part 3: BERT
Author(s): Abhijit Roy Originally published on Towards AI. In my previous articles about transformers and GPTs, we have done a systematic analysis of the timeline and development of NLP. We have seen how the domain moved from sequence-to-sequence modeling to transformers and …
This AI newsletter is all you need #57
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie In the AI world this week, LLM model performance evaluations were a topic of focus. In particular, there was a lively debate around a …
The Titanic Story with Facts and Figures.
Author(s): Alinadilawaiz Originally published on Towards AI. Image from WIKIMEDIA COMMONS Hello there! I’m Alina. Today, I am going to delve into the renowned Titanic story. Merging the Titanic story with data science, we’ll look into its facts and figures. Let’s go …
Logistic Regression: Intuition & Implementation
Author(s): Muhammad Arham Originally published on Towards AI. The math behind the Logistic Regression algorithm and implementation from scratch using Numpy. Image by Author Introduction Logistic Regression is a fundamental binary classification algorithm that can learn a decision boundary between two different …
ExplainableAI (XAI)
Author(s): Data Science meets Cyber Security Originally published on Towards AI. Now Algorithms know what they are doing and why! INTRODUCTION: Hello, technophiles and curious minds. Welcome to the next chapter of the book Artificial Intelligence. Let us go further into the …
EU AI Act: A Promising Step or a Risky Gamble for the Future of AI?
Author(s): Aditya Anil Originally published on Towards AI. EU’s AI Act seemingly has a big loophole. And this could mean mass-evading of AI regulations by Tech Giants like OpenAI Image: Bing Image Creator + Canva I. The First Leap at AI Regulation …
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