Analytics Vidhya

JULY 4, 2024

Introduction This article contains a comprehensive set of DBMS interview questions to help with interview preparation for any position related to DBMS. The article also discusses database managers’ duties and […] The post Top 40 DBMS Interview Questions and Answers appeared first on Analytics Vidhya.

Data Analysis 303

Data Analysis 303

Analytics Vidhya

JUNE 21, 2024

Introduction The article presents Anthropic’s latest Generative AI large language model, Claude 3.5 The article emphasizes Claude 3.5 Sonnet, which is highly proficient at arithmetic, reasoning, coding, and multilingual activities. Sonnet’s important contribution to the […] The post Claude 3.5

Large Language Models 303

Large Language Models Generative AI AI AI 303

Analytics Vidhya

JUNE 23, 2024

In this article, we will explore the […] The post Similarity and Dissimilarity Measures in Data Science appeared first on Analytics Vidhya. For that, we need to compare, sort, and cluster various data points within the unstructured data.

Data Science 349

Data Science Python 349

Unite.AI

AUGUST 9, 2024

Whether for advertising , social posts , web searches , or even entire articles or publications, AI was likely involved in the production process. Many places where articles are published don’t allow AI in the authoring for credibility reasons. can make a big difference in the readability of an article or post.

AI 289

AI AI ChatGPT AI Tools 289

Analytics Vidhya

JUNE 30, 2024

Introduction This article covers the creation of a multilingual chatbot for multilingual areas like India, utilizing large language models. The system improves consumer reach and personalization by using LLMs to translate questions between local languages and English.

Large Language Models 349

Large Language Models Chatbots Deep Learning LLM 349

Analytics Vidhya

MAY 14, 2024

In this in-depth article, you will find out the basics of learning AI from scratch, […] The post How to Learn Artificial Intelligence? Whatever your goal is, be it becoming a data scientist, machine learning engineer, AI researcher, or just being fascinated by the world of artificial intelligence, this guide is designed for you.

Artificial Intelligence 342

Artificial Intelligence Artificial Intelligence Data Scientist Machine Learning 342

Analytics Vidhya

OCTOBER 21, 2024

Firstly, let us reiterate the Reflection Pattern article: That article sheds light on how LLMs can use an iterative generation process and self-assessment […] The post What is Agentic AI Tool Use Pattern? Now, we will talk about the Tool Use Pattern in Agentic AI. appeared first on Analytics Vidhya.

AI Tools 290

AI Tools AI AI Generative AI 290

Analytics Vidhya

JUNE 19, 2024

In this article, we will explore Autonomous Agents, cover the components of building an Agentic workflow, and discuss the […] The post Building an Agentic Workflow with CrewAI and Groq appeared first on Analytics Vidhya. With the growing popularity of large language models, Autonomous Agents are becoming a topic of discussion.

Large Language Models 343

Large Language Models AI AI LLM 343

Analytics Vidhya

APRIL 27, 2024

This article explores the […] The post How to Transition your Career from Non Tech Field to Generative AI? Studies reveal that Generative AI is becoming indispensable in the workplace, with the market projected to reach $1.3 trillion by 2032. appeared first on Analytics Vidhya.

Generative AI 349

Generative AI AI AI Large Language Models 349

Analytics Vidhya

AUGUST 5, 2024

Introduction In our previous articles, we have discussed loading different types of data and different ways of splitting that data. This article will explore the cutting-edge technique of using vector […] The post How to Compute and Store Vector Embeddings with LangChain?

Large Language Models 289

Large Language Models Python 289

Analytics Vidhya

JUNE 2, 2024

Introduction In the previous article, we experimented with Cohere’s Command-R model and Rerank model to generate responses and rerank doc sources. We have implemented a simple RAG pipeline using them to generate responses to user’s questions on ingested documents.

Large Language Models 343

Large Language Models Chatbots 343

Analytics Vidhya

JULY 16, 2024

This article aims to provide readers with […] The post What is Tensor: Key Concepts, Properties, and Uses in Machine Learning appeared first on Analytics Vidhya. Tensors are complex mathematical entities that operate behind the scenes and power these sophisticated computations.

Machine Learning 341

Machine Learning Neural Network Deep Learning Python 341

Analytics Vidhya

JUNE 29, 2024

This article will cover the definition of branches, the value of branching, the function of an upstream branch in Git, […] The post How to Set Upstream Branch in Git? Introduction Git is a powerful distributed version control system used by developers to manage source code changes. appeared first on Analytics Vidhya.

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Analytics Vidhya

APRIL 22, 2024

From advancements like increased vocabulary sizes to practical implementations using open-source tools, this article dives into the technical details and benchmarks of Llama 3. Introduction Discover the latest milestone in AI language models with Meta’s Llama 3 family.

Large Language Models 337

Large Language Models AI AI 337

Analytics Vidhya

APRIL 15, 2024

This article digs deep into Gemini 1.5 Introduction Google AI’s powerhouse language model, Gemini 1.5 Pro, has taken a significant step forward with its public preview release. Now accessible in over 180 countries via the Gemini API, this update boasts new features designed to empower developers and redefine human-computer interaction.

AI 336

AI AI AI Tools Deep Learning 336

Analytics Vidhya

JANUARY 15, 2025

In this article, we dive into the concepts of machine learning and artificial intelligence model explainability and interpretability. We explore why understanding how models make predictions is crucial, especially as these technologies are used in critical fields like healthcare, finance, and legal systems.

Explainability 271

Explainability ML AI Modeling Artificial Intelligence 271

Analytics Vidhya

JULY 9, 2024

Introduction When ChatGPT arrived, it revolutionized how we interact with AI, making tasks like summarizing articles and planning trips a breeze. Thanks to OpenAI, you can now create personalized ChatGPT models, called GPTs, tailored to your specific needs.

ChatGPT 329

ChatGPT OpenAI AI AI 329

Analytics Vidhya

APRIL 18, 2024

In this article, we delve into […] The post Top 6 Datasets For Emotion Detection appeared first on Analytics Vidhya. It has gained significant traction in recent years due to its applications in diverse fields such as psychology, human-computer interaction, and marketing.

Affective Computing 329

Affective Computing Data Analysis 329

Analytics Vidhya

APRIL 30, 2024

This article discusses Python tricks in Jupyter Notebook to enhance coding experience, productivity, and understanding. Introduction Python is a popular programming language for its simplicity and readability. When it is combined with Jupyter Notebook, it offers interactive experimentation, documentation of code and data.

Python 328

Python 328

Analytics Vidhya

JULY 7, 2024

This article explores the main TCL commands, their functions, and their practical uses. Introduction TCL (Transaction Control Language) commands are crucial in SQL overseeing changes enacted by DML (Data Manipulation Language) statements. Learning Objectives What are TCL Commands? TCL […] The post What are the TCL Commands in SQL?

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Analytics Vidhya

MAY 27, 2024

In this article, we will explore how Pregex can help you find patterns in text effortlessly. Introduction String matching in Python can be challenging, but Pregex makes it easy with its simple and efficient pattern-matching capabilities.

Python 328

Python Artificial Intelligence Artificial Intelligence Machine Learning 328

Analytics Vidhya

JULY 19, 2024

This article explores some of the top AI interior design tools, highlighting their advantages and disadvantages. […] The post Top AI Tools to Design Your Room appeared first on Analytics Vidhya. Thankfully, AI tools have made transforming your space easier and more enjoyable.

AI Tools 327

AI Tools Artificial Intelligence Artificial Intelligence AI 327

Analytics Vidhya

JUNE 1, 2024

This article will review the steps to […] The post How to Build a Resilient Application Using LlamaIndex? To build a robust application, we need to know how to count the embedding tokens before making them, ensure there are no duplicates in the vector store, get source data for the generated response, and many other things.

LLM 327

LLM Large Language Models Generative AI AI 327

Analytics Vidhya

MAY 30, 2024

This article highlights 10 uses of Meta AI, showcasing its potential to transform the way we use AI chatbots for everyday […] The post 10 Innovative Uses of Meta AI for Everyday Tasks appeared first on Analytics Vidhya. These functions range from answering queries and generating text to translating languages and creating images.

AI Chatbots 329

AI Chatbots Chatbots AI AI 329

Analytics Vidhya

MAY 1, 2024

In this article, we will explore you through different platforms like Hugging Face, Perplexity AI, and Replicate that offer Llama-3 access. Introduction The launch of Meta Llama 3 has taken the world by storm. A common question arising now, is how to use or access Llama 3?

Explainability 328

Explainability Large Language Models AI AI 328

Analytics Vidhya

MAY 19, 2024

Introduction This article highlights 10 exceptional YouTube channels that provide comprehensive tutorials, practical guidance, and engaging content for mastering Python programming. These channels cover various aspects of Python, from statistics to machine learning, AI, and data science.

Python 328

Python Machine Learning Data Science AI 328

Analytics Vidhya

MAY 10, 2024

This article explores on building a model to predict stock prices using ChatGPT. ChatGPT makes project integration easier with its versatility across domains, including language creation, regression, and classification, and its support for pre-trained models and libraries.

ChatGPT 327

ChatGPT Data Science Data Analysis Machine Learning 327

Analytics Vidhya

JULY 22, 2024

Introduction In this article, we dive into the top 10 publications that have transformed artificial intelligence and machine learning. We’ll take you through a thorough examination of recent advancements in neural networks and algorithms, shedding light on the key ideas behind modern AI.

Machine Learning 327

Machine Learning Neural Network Artificial Intelligence Artificial Intelligence 327

Analytics Vidhya

MAY 6, 2024

This article explores how to use ChatGPT to build machine learning models. Introduction Machine learning (ML) has become a game-changer across industries, but its complexity can be intimidating.

ML 329

ML ChatGPT Machine Learning 329

Analytics Vidhya

APRIL 12, 2024

This article will show you the tools that TensorFlow Keras gives you to get your data ready for neural networks quickly and easily. Introduction Explore the power of TensorFlow Keras preprocessing layers! Keras’s flexible preprocessing layers are extremely handy when working with text, numbers, or images.

Neural Network 326

Neural Network Computer Vision Deep Learning Python 326

Analytics Vidhya

AUGUST 3, 2024

This article will look […] The post Gemma Scope: Google’s Microscope for Peering into AI’s Thought Process appeared first on Analytics Vidhya.

Artificial Intelligence 328

Artificial Intelligence Artificial Intelligence AI Large Language Models 328

Analytics Vidhya

JULY 24, 2024

This article will show you five excellent free data […] The post 5 Free Data Analytics Courses to Kickstart Your Career appeared first on Analytics Vidhya. Introduction Imagine leading the charge on the data revolution, where your insights influence important business choices and spur expansion.

Data Analysis 326

Data Analysis Data Science Python 326

Analytics Vidhya

MAY 2, 2024

This article explores […] The post Gecko by Google: Pioneering the Next Generation of Text Embedding Models appeared first on Analytics Vidhya. This world has recently been turned around by the distillation of large language models (LLMs) into efficient and compact forms.

Large Language Models 327

Large Language Models NLP Artificial Intelligence Artificial Intelligence 327

Analytics Vidhya

MAY 7, 2024

This article provides a guide on implementing […] The post RAG Application with Cohere Command-R and Rerank – Part 1 appeared first on Analytics Vidhya.

Large Language Models 326

Large Language Models 326

Analytics Vidhya

JANUARY 29, 2024

In this article, we will explore the top 7 libraries for machine learning and understand their features, use […] The post 7 Libraries for Machine Learning appeared first on Analytics Vidhya.

Machine Learning 353

Machine Learning Data Scientist Data Analysis Algorithm 353

Analytics Vidhya

JUNE 11, 2024

This article […] The post Stored Procedure in SQL appeared first on Analytics Vidhya. This feature helps avoid writing the same queries repeatedly. You can call the stored procedure to execute the saved code. Additionally, stored procedures can accept parameters, making them versatile and dynamic.

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Analytics Vidhya

APRIL 25, 2024

In this article, let’s explore a free […] The post Introduction to Natural Language Processing [Free NLP Course] appeared first on Analytics Vidhya. Machine translation is widely used in many fields such as spam detection, data extraction, typing, medicine, question answering, and more.

Natural Language Processing 322

Natural Language Processing NLP Data Extraction 322