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Why Most Cyber Risk Models Fail Before They Begin
The case for quantitative thinking in cyber risk The post Why Most Cyber Risk Models Fail Before They Begin appeared first on Towards Data Science.
Published on: April 23, 2025 | Source:
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Data Science: From School to Work, Part IV
Good practices for testing your Python projects The post Data Science: From School to Work, Part IV appeared first on Towards Data Science.
Published on: April 23, 2025 | Source:Building RAG Systems with Transformers
This post is divided into five parts: β’ Understanding the RAG architecture β’ Building the Document Indexing System β’ Implementing the Retrieval System β’ Implementing the Generator β’ Building the Complete RAG System An RAG system consists of two main components: β’ Retriever: Responsible for finding relevant documents or passages from a knowledge base given a query.
Published on: April 23, 2025 | Source:Step-by-Step LinkedIn Profile Optimisation to Land a Job
Many organisations look at your LinkedIn before getting that initial call back. Therefore, you need to ensure it is optimised.
Published on: April 23, 2025 | Source:Accelerate Machine Learning Model Serving with FastAPI and Redis Caching
A step-by-step guide to speed up the model inference by caching requests and generating fast responses.
Published on: April 23, 2025 | Source:Explained: How Does L1 Regularization Perform Feature Selection?
Understanding automatic feature-selection performed by L1 (LASSO) Regularization The post Explained: How Does L1 Regularization Perform Feature Selection? appeared first on Towards Data Science.
Published on: April 23, 2025 | Source:Enterprise AI: From Build-or-Buy to Partner-and-Grow
How can you get started, and who should implement your first AI projects? The post Enterprise AI: From Build-or-Buy to Partner-and-Grow appeared first on Towards Data Science.
Published on: April 23, 2025 | Source:How to Get Performance Data from Power BI with DAX Studio
Sometimes we have a slow Report, and we need to figure out why. I will show you how to collect performance data and what these metrics mean. The post How to Get Performance Data from Power BI with DAX Studio appeared first on Towards Data Science.
Published on: April 22, 2025 | Source:MapReduce: How It Powers Scalable Data Processing
An overview of the MapReduce programming model and how it can be used to optimize large-scale data processing. The post MapReduce: How It Powers Scalable Data Processing appeared first on Towards Data Science.
Published on: April 22, 2025 | Source:(Many) More TDS Contributors Are Now Eligible for Earning Through the Author Payment Program
Plus: say hello to our new stats dashboard The post (Many) More TDS Contributors Are Now Eligible for Earning Through the Author Payment Program appeared first on Towards Data Science.
Published on: April 22, 2025 | Source:A Gentle Introduction to Go for Python Programmers
Looking to expand your programming toolkit? This guide aims to help Python developers quickly get going with Go.
Published on: April 22, 2025 | Source:7 High Paying Specialized Freelancing Jobs in 2025
Starting freelancing can feel overwhelming, but mastering specialized, high-paying skills can help you stand out in competitive markets and secure better opportunities.
Published on: April 22, 2025 | Source:Letβs Build a RAG-Powered Research Paper Assistant
In the era of generative AI, people have relied on LLM products such as ChatGPT to help with tasks.
Published on: April 22, 2025 | Source:Building a Personal Knowledge Management Tool with Reor
This article will explore the AI tool you can use to build personal knowledge management locally.
Published on: April 22, 2025 | Source:Building a Personal API for Your Data Projects with FastAPI
Supercharge your data projects by turning your code into a lightweight, reusable API The post Building a Personal API for Your Data Projects with FastAPI appeared first on Towards Data Science.
Published on: April 22, 2025 | Source:Beginnerβs Guide to Creating a S3 Storage on AWS
How to quickly create cloud storage and access it remotely The post Beginnerβs Guide to Creating a S3 Storage on AWS appeared first on Towards Data Science.
Published on: April 22, 2025 | Source:Retrieval Augmented Generation (RAG) β An Introduction
Given the critical need to keep models updated in a time and cost effective way, RAG has become an increasingly popular architecture The post Retrieval Augmented Generation (RAG) β An Introduction appeared first on Towards Data Science.
Published on: April 21, 2025 | Source:Beyond the Code: Unconventional Lessons from Empathetic Interviewing
What LLM Prompts Reveal About Candidates The post Beyond the Code: Unconventional Lessons from Empathetic Interviewing appeared first on Towards Data Science.
Published on: April 21, 2025 | Source:How to Write Queries for Tabular Models with DAX
Introduction EVALUATE is the statement to query tabular models. Unfortunately, knowing SQL or any other query language doesnβt help as EVALUATE follows a different concept. EVALUATE has only two βParametersβ: You can pass a third parameter (START AT), but this one is rarely used. However, a DAX query can have additional components. Those are defined [β¦] The post How to Write Queries for Tabular Models with DAX appeared...
Published on: April 21, 2025 | Source:How to Use Gyroscope in Presentations, or Why Take a JoyCon toΒ DPG2025
This article explores how browser-based computational notebooksβparticularly the WLJS Notebookβcan transform static slides into dynamic, real-time experiences. This approach isn't limited to presentations; you can prepare interactive lecture notes for students or colleagues and publish it on web. For data scientists, physicists, it highlights new ways to communicate models, simulations, and visualizations, making...
Published on: April 21, 2025 | Source:How to Fully Automate Text Data Cleaning with Python in 5 Steps
Automating text data cleaning in Python makes it easy to fix messy data by removing errors and organizing it. In just 5 simple steps, you can quickly turn raw text into clean, ready-to-analyze data.
Published on: April 21, 2025 | Source:Building a RAG Application Using LlamaIndex
Enhance language models with real-time document retrieval and dynamic knowledge integration using retrieval-augmented generation and LlamaIndex.
Published on: April 21, 2025 | Source:10 Must-Know Python Libraries for Machine Learning in 2025
Python is one of the most popular languages for machine learning, and itβs easy to see why.
Published on: April 21, 2025 | Source:10 Free Machine Learning Books For 2025
Are you interested in enhancing your machine learning skills? We have put together an outstanding list of free machine learning books to aid your learning journey!
Published on: April 21, 2025 | Source:Understanding Text Generation Parameters in Transformers
This post is divided into seven parts; they are: β’ Core Text Generation Parameters β’ Experimenting with Temperature β’ Top-K and Top-P Sampling β’ Controlling Repetition β’ Greedy Decoding and Sampling β’ Parameters for Specific Applications β’ Beam Search and Multiple Sequences Generation Let's pick the GPT-2 model as an example.
Published on: April 21, 2025 | Source:Further Applications with Context Vectors
This post is divided into three parts; they are: β’ Building a Semantic Search Engine β’ Document Clustering β’ Document Classification If you want to find a specific document within a collection, you might use a simple keyword search.
Published on: April 18, 2025 | Source:10 Awesome MCP Servers
Try these MCP servers with Claude Desktop today for free.
Published on: April 18, 2025 | Source:Load-Testing LLMs Using LLMPerf
Benchmark Claude 3 Sonnet on Amazon Bedrock The post Load-Testing LLMs Using LLMPerf appeared first on Towards Data Science.
Published on: April 18, 2025 | Source:When Physics Meets Finance: Using AI to Solve Black-Scholes
Here's how to use Physics-Informed Neural Networks to solve Financial Models, with Python. The post When Physics Meets Finance: Using AI to Solve Black-Scholes appeared first on Towards Data Science.
Published on: April 18, 2025 | Source:Googleβs New AI System Outperforms Physicians in Complex Diagnoses
Published in Nature, Google's new paper advances the future of AI-powered medicine: more automated thus reducing costs and relieving doctors' load so they can attend hardercases The post Googleβs New AI System Outperforms Physicians in Complex Diagnoses appeared first on Towards Data Science.
Published on: April 17, 2025 | Source:The Good-Enough Truth
Lies, damned lies, and LLMs The post The Good-Enough Truth appeared first on Towards Data Science.
Published on: April 17, 2025 | Source:Introducing Gemini 2.5 Flash
Gemini 2.5 Flash is our first fully hybrid reasoning model, giving developers the ability to turn thinking on or off.
Published on: April 17, 2025 | Source:From Idea to UI in Seconds: Meet OpenUI!
From idea to prototype in seconds β OpenUI lets you build, edit, and export UIs using just natural language. No design skills required!
Published on: April 17, 2025 | Source:Detecting & Handling Data Drift in Production
Machine learning models are trained on historical data and deployed in real-world environments.
Published on: April 17, 2025 | Source:7 βUselessβ Python Standard Library Functions You Should Know
These oddball Python functions might seem pointless... until you realize how surprisingly useful they really are.
Published on: April 17, 2025 | Source: