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Ludwig: A Comprehensive Guide to LLM Fine Tuning using LoRA

Analytics Vidhya

Ludwig, a low-code framework, is designed […] The post Ludwig: A Comprehensive Guide to LLM Fine Tuning using LoRA appeared first on Analytics Vidhya. However, to fully utilize their capabilities, they need to be fine-tuned for specific use cases.

LLM 282
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Mastering Decoder-Only Transformer: A Comprehensive Guide

Analytics Vidhya

Learning Objectives Components of […] The post Mastering Decoder-Only Transformer: A Comprehensive Guide appeared first on Analytics Vidhya. The Decoder-Only Transformer consists of several blocks stacked together, each containing key components such as masked multi-head self-attention and feed-forward transformations.

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Comprehensive Guide on Non Parametric Tests

Analytics Vidhya

But our main focus will be on non-parametric tests like the Mann-Whitney U […] The post Comprehensive Guide on Non Parametric Tests appeared first on Analytics Vidhya.

Python 296
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How to Learn Python? [Step-by Step Guide]

Analytics Vidhya

This guide provides resources, pointers, and guidance […] The post How to Learn Python? Step-by Step Guide] appeared first on Analytics Vidhya. You can make a lot of different kinds of applications with Python, from simple python code to difficult software packages.

Python 167
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The Definitive Guide to Dashboard Design

Download the Definitive Guide to learn why dashboard design matters, and how to do it well. Great dashboards lead to richer user experiences and significant return on investment (ROI), while poorly designed dashboards distract users, suppress adoption, and can even tarnish your project or brand.

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Comprehensive Guide on Non Parametric Tests

Analytics Vidhya

But our main focus will be on non-parametric tests like the Mann-Whitney U […] The post Comprehensive Guide on Non Parametric Tests appeared first on Analytics Vidhya.

Python 315
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A Beginner’s Guide to Evaluating RAG Pipelines Using RAGAS

Analytics Vidhya

This is where RAGAS—an evaluation library dedicated to […] The post A Beginner’s Guide to Evaluating RAG Pipelines Using RAGAS appeared first on Analytics Vidhya. However, the real challenge surfaces not during the initial creation but in the ongoing maintenance and enhancement of these applications.

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The Definitive Guide to Embedded Analytics

The Definitive Guide to Embedded Analytics is designed to answer any and all questions you have about the topic. We hope this guide will transform how you build value for your products with embedded analytics. Access the Definitive Guide for a one-stop-shop for planning your application’s future in data.

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The Definitive Guide to Embedded Analytics

The Definitive Guide to Embedded Analytics is designed to answer any and all questions you have about the topic. We hope this guide will transform how you build value for your products with embedded analytics. It will show you what embedded analytics are and how they can help your company.

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The Definitive Guide to Predictive Analytics

The world’s favorite applications use predictive analytics to guide users—even when they don’t realize it. The Definitive Guide to Predictive Analytics has everything you need to get started, including real-world examples, steps to build your models, and solutions to common data challenges.

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BI Buyers Guide: Embedding Analytics in Your Software

This exhaustive guide with a foreword from BI analyst Jen Underwood dives deep into the BI buying process and explores how to decide what features you need. Download the guide today, and get an evaluation framework for every technical and non-technical requirement that you could imagine. Don't go into the fray unarmed.

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The Essential Guide to Analytic Applications

Read more on: How embedded analytics is transforming product roadmaps How to add value to your software with predictive analytics Common mistakes to avoid when presenting data Download the white paper to learn about the essential guide to analytic applications.

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The Hitchhiker’s Guide to Embedded Analytics – 4 Mission-Critical Steps to Take on Your Analytics Journey

If you’ve been wondering how to invest in analytics, this research-based guide will take you through the 4 steps to finding the right solution for your application that will drive the most value. But, when combined with analytics, it delivers endless insights and opportunities for your end users.

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Insiders' Guide to Self-Service Analytics

Your application’s users are as unique as their data needs. So, give your users the flexibility to truly explore data. Self-service analytics are vital for how your users interact and engage with your application.

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The Essential Guide to Building Analytic Applications

Embedding analytics in software presents some unique opportunities—and poses unique challenges—to software teams. What are best practices when designing the UI and UX of embedded dashboards, reports, and analytics? What should software teams know about implementing security that works with the rest of their products?