Analytics Vidhya

NOVEMBER 13, 2024

YouTube offers billions of videos, and the internet is filled with articles, blogs, and academic papers.

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Analytics IT 262

Analytics Vidhya

NOVEMBER 6, 2024

In our previous article, […] The post Hands-on Guide to Building Multi-Agent Chatbots with Autogen appeared first on Analytics Vidhya. As interactions in various fields become more nuanced, the demand for chatbots that can seamlessly manage multiple participants and complex workflows grows.

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Analytics Vidhya

NOVEMBER 15, 2024

In this article, we dive into the fascinating world of […] The post Enhancing AI Conversations with LangChain Memory appeared first on Analytics Vidhya. This memory transforms chatbots from simple Q&A machines into sophisticated conversational partners, capable of handling complex topics over multiple interactions.

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Interactive Analytics 208

Analytics Vidhya

NOVEMBER 30, 2024

In this article, we’ll explore how to use Python to generate publication-ready figures and tables. […] The post How to Create Publication-Ready Figures and Tables with Python? appeared first on Analytics Vidhya.

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Visualization Analytics IT 220

Analytics Vidhya

NOVEMBER 4, 2024

This article […] The post Flood Risk Assessment Using Digital Elevation and the HAND Models appeared first on Analytics Vidhya. As climate change increases the frequency of extreme weather conditions, such as droughts and floods, contingency planning and risk assessment are becoming increasingly crucial for managing such events.

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Risk Modeling Management Analytics 208

Analytics Vidhya

JANUARY 7, 2025

In this article, we will examine how […] The post Fine-tuning an LLM to Write Like You on OpenAI Platform vs Google AI Studio appeared first on Analytics Vidhya. OpenAI and Google AI Studio are two major platforms offering tools for this purpose, each with distinct features and workflows.

Modeling 208

Modeling Analytics 208

Analytics Vidhya

NOVEMBER 21, 2024

This article explores data discretisation’s methodologies, benefits, and applications, offering […] The post What is Discretization in Machine Learning? appeared first on Analytics Vidhya.

Machine Learning 208

Machine Learning Optimization Analytics IT 208

Analytics Vidhya

NOVEMBER 20, 2024

In this article, we will discuss the Bernoulli distribution in detail. appeared first on Analytics Vidhya. It is crucial to probability theory and a foundational element for more intricate statistical models, ranging from machine learning algorithms to customer behaviour prediction.

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Statistics Machine Learning Data Science Modeling 198

Analytics Vidhya

DECEMBER 11, 2024

In this article, we will learn […] The post OpenAI Sora vs RunwayML: Which is Better for Video Creation? appeared first on Analytics Vidhya. On Day 3 of 12 Days of OpenAI, the team launched its high-end accelerated video generation model: Sora Turbo.

Modeling 270

Modeling Analytics IT 270

Analytics Vidhya

JANUARY 15, 2025

This article outlines how to build such a pipeline using: The […] The post Multimodal Financial Report Generation (from a Slide Deck) using Llamaindex appeared first on Analytics Vidhya.

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Analytics Vidhya

OCTOBER 26, 2024

In this article, we’ll walk you through how to create a multi-agent system using OpenAI’s Swarm framework, designed to handle these exact tasks. You’ll learn how to set up and orchestrate three […] The post Building an Earnings Report Agent with Swarm Framework appeared first on Analytics Vidhya.

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Reporting Analytics 221

Analytics Vidhya

JANUARY 13, 2025

In this article, well walk you through the steps to access and use Phi-4, from creating a Hugging Face account to generating outputs with the model. appeared first on Analytics Vidhya. Microsoft’s Phi-4 model is available on Hugging Face, offering developers a powerful tool for advanced text generation and reasoning tasks.

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Optimization Modeling Analytics IT 208

Analytics Vidhya

NOVEMBER 25, 2024

In this article, we’ll explore how to build a math problem solver chat app using LangChain, Gemma 9b, Llama 3.2 Ever wished you had a personal tutor to help you solve tricky math problems? Vision and Streamlit.

Analytics 208

Analytics 208

Analytics Vidhya

DECEMBER 26, 2024

This article breaks down the concept […] The post What is an Eigenvector and Eigenvalues? appeared first on Analytics Vidhya. One of the fundamental concepts in linear algebra is eigenvectors, often paired with eigenvalues. But what exactly is an eigenvector, and why is it so important?

Machine Learning 208

Machine Learning Data Science Analytics IT 208

Analytics Vidhya

JANUARY 14, 2025

In this article, we will go step by step to build the Agentic RAG […] The post How to Build Agentic RAG with SmolAgents? appeared first on Analytics Vidhya. SmolAgents, a minimalist library by Hugging Face, facilitates the creation of such agents in a concise and efficient manner.

Analytics 208

Analytics 208

Analytics Vidhya

MARCH 12, 2025

In this article, we will explore the evolution of Iceberg, its key features like ACID transactions, partition evolution, and time travel, and how it integrates with modern data lakes. appeared first on Analytics Vidhya. Well also dive into […] The post How to Use Apache Iceberg Tables?

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Data Lake Analytics IT 211

Analytics Vidhya

DECEMBER 27, 2024

This article unpacks these concepts with clear explanations and examples. appeared first on Analytics Vidhya. Understanding joint, marginal, and conditional probability is critical for analyzing events in both independent and dependent scenarios. What is Probability?

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Uncertainty Statistics Measurement Data Science 208

Analytics Vidhya

JANUARY 8, 2025

In this article, we start right at the front with the basics of embeddings, moving on to understand sentence embeddings and vector representations. Vectors are the basis for the majority of the most complex artificial intelligence applications, including semantic search or anomaly detection.

Modeling 208

Modeling Analytics 208

Analytics Vidhya

DECEMBER 22, 2024

This article explores how to implement scraping with LLMs to fetch structured […] The post Web Scraping with LLMs appeared first on Analytics Vidhya. With the integration of Large Language Models (LLMs) like ChatGroq, web scraping becomes even more powerful, offering enhanced flexibility and precision.

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Modeling Analytics 205

Analytics Vidhya

JANUARY 21, 2025

In this article, we will build an ML model for forecasting and predicting Bitcoin price, using ZenML and MLflow. So […] The post Predicting Bitcoin Price in Real-Time using MLOps appeared first on Analytics Vidhya. This machine learning model has your back. It can predict the prices way better than an astrologer.

Machine Learning 222

Machine Learning Forecasting Modeling Analytics 222

Analytics Vidhya

NOVEMBER 18, 2024

In this article, we will explore the various features, […] The post OpenAI Swarm vs Microsoft Magentic-One: Which is Better for Multi-Agent Systems? appeared first on Analytics Vidhya.

Analytics 222

Analytics 222

Analytics Vidhya

JANUARY 3, 2025

This article explores ScrapeGraphAI’s features, provides a step-by-step guide for implementation, and addresses common challenges. Whether you’re […] The post Web Scraping with LLMs and ScrapeGraphAI appeared first on Analytics Vidhya.

Analytics 223

Analytics IT 223

Analytics Vidhya

FEBRUARY 19, 2025

In this article, we will delve into the world of PyLab, exploring its origins, features, practical use cases, […] The post A Quick Guide to PyLab appeared first on Analytics Vidhya. One such tool that has been a favourite among researchers and practitioners alike is PyLab.

Visualization 199

Visualization Analytics IT 199

Analytics Vidhya

NOVEMBER 25, 2024

In this article, we will dig into the concepts of mean and variance as they relate […] The post What are Mean and Variance of the Normal Distribution? appeared first on Analytics Vidhya. Understanding its core properties, mean and variance, is important for interpreting data and modelling real-world phenomena.

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Statistics Machine Learning Modeling Analytics 204

Analytics Vidhya

DECEMBER 16, 2024

This article aims to explore and compare […] The post Imagen 3 vs DALL-E 3: Which is the Better Model for Images? appeared first on Analytics Vidhya. While both models are highly capable and versatile for image-related tasks, there are some differences between the two.

Modeling 204

Modeling Analytics 204

Analytics Vidhya

DECEMBER 3, 2024

This article explains how to build a medical chatbot that uses multiple vectorstores. It focuses on creating a chatbot that can understand medical reports uploaded by users and give answers based on the […] The post Building a Multi-Vector Chatbot with LangChain, Milvus, and Cohere appeared first on Analytics Vidhya.

Reporting 207

Reporting Analytics IT Machine Learning 207

Analytics Vidhya

DECEMBER 7, 2024

This article explores 20 diverse Power BI dashboard examples, showcasing how data can be transformed into actionable insights. Importance of Dashboards Dashboards […] The post 20 Examples of Interactive Power BI Dashboards appeared first on Analytics Vidhya.

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Dashboards Interactive Visualization Metrics 245

Analytics Vidhya

OCTOBER 16, 2024

After crafting a compelling article, finding the right images is often a separate challenge. Imagine a seamless process where, alongside your writing, AI generates original, high-quality images tailored […] The post Automated Image Generation: Transforming Your Blog Creation Process appeared first on Analytics Vidhya.

Visualization 208

Visualization Analytics IT 208

Analytics Vidhya

NOVEMBER 25, 2024

In this article, we explore Mark’s journey, from […] The post Mark Landry’s Journey: From Kaggle to H2O.ai appeared first on Analytics Vidhya. With his impressive ranking and extensive experience, Mark has been at the forefront of data-driven innovation.

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Data-driven Data Science Analytics 208

Analytics Vidhya

DECEMBER 26, 2024

This article explores how to fine-tune the Llama […] The post Fine-tuning Llama 3.2 3B for RAG appeared first on Analytics Vidhya. It performs exceptionally well in Retrieval-Augmented Generation (RAG) tasks, cutting computational costs and memory usage while maintaining high accuracy.

Modeling 207

Modeling Analytics IT 207

Analytics Vidhya

DECEMBER 30, 2024

In this article, you will build an Agentic RAG […] The post Building an Agentic RAG with Phidata appeared first on Analytics Vidhya. While traditional RAG techniques are powerful, incorporating Agentic workflows can significantly enhance the system’s ability to process and respond to queries.

Modeling 208

Modeling Analytics 208

Analytics Vidhya

DECEMBER 27, 2024

A model with good arithmetic and mathematical reasoning can help in : This article explores how advancements in mathematical reasoning are […] The post Getting Started with Qwen2.5-Math Math appeared first on Analytics Vidhya.

Modeling 206

Modeling Analytics 206

Analytics Vidhya

OCTOBER 22, 2024

These multimodal models are increasingly used in various applications, from content creation to advanced analytics. This article will introduce you to the concept of […] The post 7 Popular Multimodal Models and their Uses appeared first on Analytics Vidhya.

Modeling 208

Modeling Analytics 208

Analytics Vidhya

SEPTEMBER 23, 2023

This article will explore five exciting data science projects with step-by-step solutions. Introduction Are you eager to dive into data science and sharpen your skills? Look no further!

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Data Science Analytics 433

Analytics Vidhya

JANUARY 9, 2025

Today, in this article, well be looking at one such model used for generating images with hand-written text. No thats not […] The post Flux Handwriting Model: AI Mimicing Human Handwriting appeared first on Analytics Vidhya. The Flux models made it easy to infer, generate and edit images.

Modeling 208

Modeling Analytics IT 208

Analytics Vidhya

OCTOBER 19, 2024

In this article, you’ll learn how to create your own OpenAI API Key, updated as of 2024. appeared first on Analytics Vidhya. OpenAI, a leading AI company, offers API keys for developers to interact with its platform and utilize its LLM models in various projects.

Interactive 208

Interactive Modeling Analytics IT 208

Analytics Vidhya

MAY 28, 2024

This article outlines the key steps and considerations to fine-tune LlaMa 2 large language model using this methodology. It explores using the Unsloth […] The post Here’s How You Can Fine-tune Llama 2 with Unsloth appeared first on Analytics Vidhya.

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Modeling Analytics IT Machine Learning 336