Analytics Vidhya

MAY 28, 2024

This article outlines the key steps and considerations to fine-tune LlaMa 2 large language model using this methodology. Introduction Training and fine-tuning language models can be complex, especially when aiming for efficiency and effectiveness.

Modeling 302

Modeling Analytics IT Machine Learning 302

Analytics Vidhya

NOVEMBER 14, 2022

This article was published as a part of the Data Science Blogathon. Introduction Flutter where F stands for Front- end, L stands for Language, U stands for UI layout, T stands for Time, T stands for Tools, E stands for Enable, and R stands for Rich. In other words, Flutter is a tool used in […].

Data Science 386

Data Science Publishing Analytics 386

Analytics Vidhya

OCTOBER 7, 2022

This article was published as a part of the Data Science Blogathon. Introduction With the increasing use of technology, data accumulation is faster than ever due to connected smart devices. These devices continuously collect and transmit data that can be processed, transformed, and stored for later use.

Big Data 383

Big Data Data Science Publishing Technology 383

Analytics Vidhya

MARCH 17, 2024

In this article, we’ll create a classic game that many of us have likely played at some point in our lives – the snake game. In this article, we’ll create a classic game that many of us have likely played at some point in our lives – the snake game. Python is both fun and straightforward to use. If you […]

Analytics 305

Analytics 305

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.

Modeling 341

Modeling Analytics Deep Learning 341

Analytics Vidhya

MARCH 14, 2024

This article dives deep into the characteristics of Jarvis, exploring its potential and the fascinating technology that brings it […] The post Jarvis is Here! Their creation? Jarvis: A humanoid robot powered by ChatGPT. This cutting-edge fusion leaves observers astounded by its unprecedented sophistication and capabilities.

Technology 341

Technology Analytics IT 341

Analytics Vidhya

JULY 10, 2024

Introduction This article introduces the ReAct pattern for improved capabilities and demonstrates how to create AI agents from scratch. It covers testing, debugging, and optimizing AI agents in addition to tools, libraries, environment setup, and implementation.

Testing 336

Testing Optimization Analytics IT 336

Analytics Vidhya

DECEMBER 26, 2022

This article was published as a part of the Data Science Blogathon. Introduction Streamlit is an open-source tool to build and deploy data applications with less coding compared to other front-end technologies like HTML, CSS, and JavaScript. It is a low-code tool specifically designed for building data science applications.

Data Science 370

Data Science Publishing Technology Analytics 370

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.

Marketing 338

Marketing Analytics Deep Learning Machine Learning 338

Analytics Vidhya

JANUARY 14, 2024

In this article, we will explore the various functionalities of apt-get and provide examples to help […] The post apt-get Command in Linux: Understanding with Examples appeared first on Analytics Vidhya. Introduction The apt-get command is a powerful tool in Linux that allows users to manage software packages.

Software 327

Software Management Analytics 327

Analytics Vidhya

OCTOBER 11, 2023

In this article, we’ll explore ZenML’s capabilities and features to simplify your MLOps journey. Learning Objectives This article was published as a part of the Data Science Blogathon. Are you new to Data Science, Machine Learning, or MLOps and feeling overwhelmed with tool choices?

Machine Learning 302

Machine Learning Data Science Publishing Analytics 302

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 319

Machine Learning Predictive Modeling Modeling Analytics 319

Analytics Vidhya

FEBRUARY 17, 2024

In this article, we will delve into the details of the GIL, its purpose, and its impact on Python’s performance. Introduction Python is a popular programming language known for its simplicity and versatility. However, it has a unique feature called the Global Interpreter Lock (GIL) that sets it apart from other languages.

Analytics 320

Analytics IT 320

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.

Modeling 318

Modeling Analytics 318

Analytics Vidhya

JANUARY 9, 2024

This article will explore different methods to accomplish this task and provide examples to illustrate their usage. Introduction Pandas is a powerful data manipulation library in Python that provides various functionalities to work with structured data. Why […] The post How to Add a New Column to an Existing DataFrame in Pandas?

Structured Data 318

Structured Data Analytics 318

Analytics Vidhya

APRIL 5, 2024

This article is […] The post Top 40 Python Libraries for AI, ML and Data Science appeared first on Analytics Vidhya. A massive community with libraries for machine learning, sleek app development, data analysis, cybersecurity, and more. This flexible language has you covered for all things AI and beyond.

Data Science 319

Data Science Machine Learning Analytics IT 319

Analytics Vidhya

JULY 1, 2024

Introduction This article explores Vision Language Models (VLMs) and their advantages over traditional computer vision-based models. Learning Objectives This article was published as a part […] The post What are Pre-training Methods of Vision Language Models? appeared first on Analytics Vidhya.

Modeling 270

Modeling Visualization Publishing Analytics 270

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.

Modeling 318

Modeling Machine Learning Analytics IT 318

Analytics Vidhya

DECEMBER 7, 2023

In this article, we’ll talk about how you may start using Gemini AI right now, within Google’s Bard chatbot, unlocking new dimensions of interactive and refined chat experiences.

Interactive 349

Interactive Modeling Analytics 349

Analytics Vidhya

JANUARY 24, 2024

In this article, we will explore some 25+ Tableau interview questions and provide detailed answers to help you prepare for your next Tableau interview. […] The post 25+ Tableau Interview Questions appeared first on Analytics Vidhya.

Visualization 312

Visualization Data-driven Interactive Analytics 312

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.

Measurement 311

Measurement Data Science Unstructured Data Analytics 311

Analytics Vidhya

DECEMBER 11, 2023

In this article, we will focus on YouTube channels that offer free data science learning. Introduction Data science is a rapidly growing field that combines programming, statistics, and domain expertise to extract insights and knowledge from data.

Data Science 286

Data Science Statistics Analytics Machine Learning 286

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.

Modeling 312

Modeling Analytics 312

Analytics Vidhya

MARCH 26, 2024

Developed as the first journalist agent powered by Claude 3, this innovative tool promises to redefine how news articles are researched, written, and edited. […] The post Revolutionizing Journalism: Introducing the First Claude 3 Journalist Agent appeared first on Analytics Vidhya.

Analytics 62

Analytics Machine Learning 62

Analytics Vidhya

DECEMBER 31, 2023

This article explores MobileNetV2’s architecture, training methodology, performance assessment, and practical implementation. Introduction When it comes to image classification, the nimble models capable of efficiently processing images without compromising accuracy are essential. What is MobileNetV2?

Modeling 307

Modeling Analytics IT Machine Learning 307

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.

Interactive 306

Interactive Marketing Analytics IT 306

Analytics Vidhya

JANUARY 5, 2024

This article will explore the innovations and challenges associated […] The post Unveiling the Creative Frontier: Generative AI’s Impact on Design, Innovation, and Collaboration appeared first on Analytics Vidhya.

Interactive 308

Interactive Analytics 308

Analytics Vidhya

DECEMBER 22, 2023

Introduction Sentiment analysis is a powerful technique used to determine the emotional tone behind a series of texts, such as social media posts, customer reviews, or news articles. In this article, we […] The post Top 10 Sentiment Analysis Datasets appeared first on Analytics Vidhya.

Analytics 284

Analytics Deep Learning Machine Learning Data Science 284

Analytics Vidhya

JUNE 16, 2023

In this article, we shall discuss what will be the future of language models? Introduction Large Language Models (LLMs) have revolutionized natural language processing, enabling computers to generate human-like text and understand context with unprecedented accuracy. How LLMs will revolutionise the world?

Modeling 334

Modeling Analytics 334

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.

Interactive 302

Interactive Modeling Analytics IT 302

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.

Analytics 300

Analytics IT Technology 300

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.

Modeling 301

Modeling Analytics IT 301

Analytics Vidhya

JANUARY 23, 2024

In this article, we will explore […] The post Leveraging GenAI to Enhance Coding Skills appeared first on Analytics Vidhya. As the demand for skilled coders continues to rise, developers constantly seek ways to enhance their coding abilities and stay ahead of the curve.

Technology 297

Technology Analytics Deep Learning Machine Learning 297

Analytics Vidhya

SEPTEMBER 12, 2023

In this article, […] The post AI Chatbots Build Software in Minutes for Less Than $1 appeared first on Analytics Vidhya. This remarkable achievement, made possible by powerful AI technology like OpenAI‘s ChatGPT, opens new doors in software development.

Software 326

Software Technology Analytics 326

Analytics Vidhya

JUNE 18, 2024

Introduction With a focus on data integrity and effective retrieval, this article offers a thorough description of primary keys in a database management system (DBMS). It covers types of primary keys, their creation and implementation, and practical applications.

Data Integration 251

Data Integration Management Analytics IT 251

Analytics Vidhya

JUNE 19, 2023

In this article, we will delve into Google’s policy on AI content […] The post How Google Rates Content: Latest Updates appeared first on Analytics Vidhya. At the recent Google Search Central Live Tokyo 2023 event, Gary Illyes and other experts shared valuable insights into Google’s approach to AI-generated content.

Technology 328

Technology Analytics Optimization 328

Analytics Vidhya

SEPTEMBER 19, 2023

This article delves into “Bias Mitigation in Generative AI.” Introduction In today’s world, generative AI pushes the boundaries of creativity, enabling machines to craft human-like content. Yet, amidst this innovation lies a challenge – bias in AI-generated outputs.

Analytics 327

Analytics Modeling 327