Showcasing Different Approaches for Implementing Multilingual RAG
Author(s): Michael Ghaly Originally published on Towards AI. Image Generated by Microsoft Copilot Retrieval-Augmented Generation (RAG) Large language models inherently possess a significant body of factual relational knowledge [1]. However, these models still exhibit limitations in their ability to expand and manipulate …
My 6 Secret Tips for Getting an ML Job in 2025
Author(s): Boris Meinardus Originally published on Towards AI. Getting a machine learning job in 2025 feels almost impossible… at least, if you don’t know what you are doing! This member-only story is on us. Upgrade to access all of Medium. Nowadays, I …
Building Multimodal RAG Application #7: Multimodal RAG with Multimodal LangChain
Author(s): Youssef Hosni Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Multimodal retrieval-augmented generation (RAG) is transforming how AI applications handle complex information by merging retrieval and generation capabilities across diverse data types, …
LSTM for Sequence Classification
Author(s): Sarvesh Khetan Originally published on Towards AI. Table of Contents : Single Layer Architecture1. LSTM Architecture2. Learning in LSTM3. How LSTM solves issues in RNN4. Issues with LSTM5. Pytorch Code Stacked Layer Architecture1. Architecture Diagram2. Pytorch Code Single Layer Architecture LSTM …
AI Innovations and Insights 16: ASSISTRAG
Author(s): Florian June Originally published on Towards AI. The Dual RAG Engine of Thinking and Memory This member-only story is on us. Upgrade to access all of Medium. This article is the 16th in this promising series. Today, we will explore the …
People often follow Probabilities, Deviations and Densities that play a key role in ML modeling.
Author(s): Chandra Prakash Bathula Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Clarisse Croset on Unsplash Part 2: First, make sure you follow these steps, before applying Machine Learning algorithms! We …
Optimizing YOLOv8 & Scaling Object Detection on Small Devices
Author(s): Supriya Rani Originally published on Towards AI. From Quantization Aware Training to Pruning, discover how to make YOLOv8 faster and more efficient for edge devices. This member-only story is on us. Upgrade to access all of Medium. Photo by Museums Victoria …
SmallThinker 3B: A Small Thinking Model Revolutionizing AI Efficiency
Author(s): Md Monsur ali Originally published on Towards AI. How SmallThinker 3B delivers big results with minimal resources, making it the perfect choice for edge computing and mobile AI applications. This member-only story is on us. Upgrade to access all of Medium. …
Reimagining GANs: Bridging Statistics and Variance Regularization
Author(s): Shenggang Li Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. From Logistic Regression to Variance-Regularized GANs: Enhancing Generative Modeling for Tabular Data Photo by USGS on Unsplash Generative Adversarial Networks (GANs) have …
AI Agents: The Missing Link in DeFi’s $100 Billion Liquidity Challenge
Author(s): Tim Urista | Senior Cloud Engineer Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. taken from https://x.com/SOL_AGGREGATOR/status/1875695864209141781 Right now, DeFi is battling a major liquidity challenge. In 2024 alone, an estimated $650 …
Top 20 AI Certifications To Enroll in 2025
Author(s): Jennifer Wales Originally published on Towards AI. TOP 20 AI CERTIFICATIONS TO ENROLL IN 2025 Ramp up your AI career with the most trusted AI certification programs and the latest artificial intelligence skills. Read on to explore the best 20 courses …
Boxes, Violins and Contours Conclude the Exploratory Data Analysis Process.
Author(s): Chandra Prakash Bathula Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Stefany Andrade on Unsplash Dealing with Box Plots, Violin Plots and Contour Plots reveals a lot about Data before …
Introducing Deepseek Artifacts
Author(s): Thomas Reid Originally published on Towards AI. Easily create, run, and share React/Tailwind applications with this new AI coding assistant This member-only story is on us. Upgrade to access all of Medium. Everyone and their granny is talking about the latest …
How Recurrent Neural Networks (RNNs) Are Revolutionizing Decision-Making Research
Author(s): Kaushik Rajan Originally published on Towards AI. In Data Science in your pocket by Mehul Gupta Meta Large Concept Models (LCM): End of LLMs? What are LCMs and how is LCM different from LLMs 2d ago1381 Join thousands of data leaders …
Synthetic Data: The AI Gold Rush You Can’t Afford to Miss
Author(s): Mukundan Sankar Originally published on Towards AI. How to Harness Game-Changing Tech and Leave Privacy Roadblocks Behind This member-only story is on us. Upgrade to access all of Medium. Photo by Claudio Schwarz on Unsplash Imagine this: you have the tech …
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