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Evaluating LLMs for Inference, or Lessons from Teaching for Machine Learning
Itโs like grading papers, but your student is an LLM The post Evaluating LLMs for Inference, or Lessons from Teaching for Machine Learning appeared first on Towards Data Science.
Published on: June 02, 2025 | Source:
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Vision Transformer on a Budget
Introduction The vanilla ViT is problematic. If you take a look at the original ViT paper [1], youโll notice that although this deep learning model proved to work extremely well, it requires hundreds of millions of labeled training images to achieve this.Well, thatโs a lot. This requirement of an enormous amount of data is definitely [โฆ] The post Vision Transformer on a Budget appeared first on Towards Data Science.
Published on: June 02, 2025 | Source:Inside Googleโs Agent2Agent (A2A) Protocol: Teaching AI Agents to Talk to Each Other
Exploring how Google's A2A enables plug-and-play communication between LLM-powered agents across frameworks The post Inside Googleโs Agent2Agent (A2A) Protocol: Teaching AI Agents to Talk to Each Other appeared first on Towards Data Science.
Published on: June 02, 2025 | Source:Your DNA Is a Machine Learning Model: Itโs Already Out There
Even if you never sequenced your genome, predictive systems already know a lot about it. Genomic inference has become a population-scale model, and youโre probably in it. The post Your DNA Is a Machine Learning Model: Itโs Already Out There appeared first on Towards Data Science.
Published on: June 02, 2025 | Source:Learn Power BI for Free This Week
Become a Power BI Pro for free on DataCamp from June 2 to 8.
Published on: June 02, 2025 | Source:Grammar as an Injectable: A Trojan Horse to NLP
How machines make sense of sentence structure: Combinatory Categorial Grammar The post Grammar as an Injectable: A Trojan Horse to NLP appeared first on Towards Data Science.
Published on: June 02, 2025 | Source:How to Land a FAANG Internship in 3 Months: Summer Prep Guide
Think landing a FAANG internship in 3 months is impossible? Think again โ hereโs the exact roadmap top candidates use.
Published on: June 02, 2025 | Source:5 Powerful Ways to Use Claude 4
Discover how to integrate Claude 4 into your workflow to solve complex coding challenges in minutes and supercharge productivity.
Published on: June 02, 2025 | Source:How to Use Deep Research Like a Pro
Go beyond basic search and learn how to gather credible, structured insights using AI-powered deep research tools like ChatGPT, Perplexity, and more.
Published on: June 02, 2025 | Source:Word Embeddings in Language Models
This post is divided into three parts; they are: โข Understanding Word Embeddings โข Using Pretrained Word Embeddings โข Training Word2Vec with Gensim โข Training Word2Vec with PyTorch โข Embeddings in Transformer Models Word embeddings represent words as dense vectors in a continuous space, where semantically similar words are positioned close to each other.
Published on: June 02, 2025 | Source:Hands-On Attention Mechanism for Time Series Classification, with Python
This is how to use the attention mechanism in a time series classification framework The post Hands-On Attention Mechanism for Time Series Classification, with Python appeared first on Towards Data Science.
Published on: May 30, 2025 | Source:Agentic RAG Applications: Company Knowledge Slack Agents
Lessons learnt using LlamaIndex and Modal The post Agentic RAG Applications: Company Knowledge Slack Agents appeared first on Towards Data Science.
Published on: May 30, 2025 | Source:The Secret Power of Data Science in Customer Support
Customer support is a data goldmine. Hereโs how to unlock its full potential with data science. The post The Secret Power of Data Science in Customer Support appeared first on Towards Data Science.
Published on: May 30, 2025 | Source:Gaining Strategic Clarity in AI
Introducing the AI strategy playbook The post Gaining Strategic Clarity in AI appeared first on Towards Data Science.
Published on: May 30, 2025 | Source:Simulating Flood Inundation with Python and Elevation Data: A Beginnerโs Guide
Visualize flood impact using elevation data The post Simulating Flood Inundation with Python and Elevation Data: A Beginnerโs Guide appeared first on Towards Data Science.
Published on: May 30, 2025 | Source:How to Build an MCQ App
Key steps to using RAG for generating MCQs from Wikipedia articles based on user-defined context The post How to Build an MCQ App appeared first on Towards Data Science.
Published on: May 30, 2025 | Source:Training Models with XGBoost in Your Browser
Build and fine-tune XGBoost models entirely online โ no installations, just data, tuning, and results inside your browser.
Published on: May 30, 2025 | Source:May Must-Reads: Math for Machine Learning Engineers, LLMs, Agent Protocols, and More
A selection of our most-read and -shared articles of the past month The post May Must-Reads: Math for Machine Learning Engineers, LLMs, Agent Protocols, and More appeared first on Towards Data Science.
Published on: May 30, 2025 | Source:Data Science ETL Pipelines with DuckDB
In this article, we will learn how to create an ETL pipeline using DuckDB.
Published on: May 30, 2025 | Source:A Gentle Introduction to SHAP for Tree-Based Models
Machine learning models have become increasingly sophisticated, but this complexity often comes at the cost of interpretability.
Published on: May 30, 2025 | Source:GAIA: The LLM Agent Benchmark Everyoneโs Talking About
What practitioners need to know about this LLM agent benchmark The post GAIA: The LLM Agent Benchmark Everyoneโs Talking About appeared first on Towards Data Science.
Published on: May 29, 2025 | Source:A Birdโs Eye View of Linear Algebra: The Basics
We think basis-free, we write basis-free, but when the chips are down we close the office door and compute with matrices like fury. The post A Birdโs Eye View of Linear Algebra: The Basics appeared first on Towards Data Science.
Published on: May 29, 2025 | Source:A Practical Introduction to Google Analytics
Learn the key concepts and reports of Google Analytics while practising with theplatform The post A Practical Introduction to Google Analytics appeared first on Towards Data Science.
Published on: May 29, 2025 | Source:The Hidden Security Risks ofย LLMs
And why self-hosting might be the saferbet The post The Hidden Security Risks ofLLMs appeared first on Towards Data Science.
Published on: May 29, 2025 | Source:I Transitioned from Data Science to AI Engineering: Hereโs Everything You Need toย Know
A personal guide to the skills, tools, and mindset behind the title The post I Transitioned from Data Science to AI Engineering: Hereโs Everything You Need toKnow appeared first on Towards Data Science.
Published on: May 29, 2025 | Source:The Simplest Possible AI Web App
The great simplification experiment The post The Simplest Possible AI Web App appeared first on Towards Data Science.
Published on: May 29, 2025 | Source:Why & How to Containerize Your Existing Python Apps
Containerize your Python apps to eliminate environment issues and simplify deployment. This guide shows you why it helps and how to get started with Docker.
Published on: May 29, 2025 | Source:Clean and Validate Your Data Using Pandera
Stop wasting time on dirty data! Learn how to clean it up in minutes with Pandera.
Published on: May 29, 2025 | Source:Using Quantized Models with Ollama for Application Development
Quantization is a frequently used strategy applied to production machine learning models, particularly large and complex ones, to make them lightweight by reducing the numerical precision of the modelโs parameters (weights) โ usually from 32-bit floating-point to lower representations like 8-bit integers.
Published on: May 29, 2025 | Source:Multi-Agent Communication with the A2A Pythonย SDK
The Agent Card helps discover agents, but how does communication between agents actually work in practice? The post Multi-Agent Communication with the A2A PythonSDK appeared first on Towards Data Science.
Published on: May 28, 2025 | Source:JAX: Is This Googleโs NumPyย killer?
Auto differentiation and JIT compilation make a compelling case. The post JAX: Is This Googleโs NumPykiller? appeared first on Towards Data Science.
Published on: May 28, 2025 | Source:Detecting Malicious URLs Using LSTM and Googleโs BERT Models
A progressive approach to implementing AI-powered webpage detection applications into production The post Detecting Malicious URLs Using LSTM and Googleโs BERT Models appeared first on Towards Data Science.
Published on: May 28, 2025 | Source:Tree of Thought Prompting: Teaching LLMs to Think Slowly
Playing Minesweeper with Augmented Reasoning The post Tree of Thought Prompting: Teaching LLMs to Think Slowly appeared first on Towards Data Science.
Published on: May 28, 2025 | Source:Tokenizers in Language Models
This post is divided into five parts; they are: โข Naive Tokenization โข Stemming and Lemmatization โข Byte-Pair Encoding (BPE) โข WordPiece โข SentencePiece and Unigram The simplest form of tokenization splits text into tokens based on whitespace.
Published on: May 28, 2025 | Source:10 Python Libraries That Speed Up Model Development
Machine learning model development often feels like navigating a maze, exciting but filled with twists, dead ends, and time sinks.
Published on: May 28, 2025 | Source: