insideBIGDATA

FEBRUARY 20, 2024

Organizations face more pressure than ever to be data-driven, but as economic challenges loom they are forced to do more with less with their IT budgets, making compromises with their analytics databases that end up hindering their data-driven initiatives.

Analytics 395

Analytics Analytics Database 395

insideBIGDATA

NOVEMBER 16, 2023

In this contributed article, Amish Amin, executive director, security and analytics, Comcast, discusses the importance of advanced analytics when it comes to cutting through the massive amounts of data within a single organization. In fact, the global datasphere is expected to more than double between 2022 and 2025.

Analytics 416

Analytics Analytics Big Data Big Data 416

insideBIGDATA

FEBRUARY 5, 2024

In this contributed article, Corne Nagel, Lead Data Scientist at IKASI, provides key considerations for embarking on an AI initiative and discuss how by embracing AI, organizations can unveil hidden patterns, anticipate trends, and unlock a realm of possibilities that traditional analytics could never fully capture.

Analytics 418

Analytics Analytics Data Scientist AI 418

insideBIGDATA

AUGUST 21, 2023

In this contributed article, Angel Serrano, Head of Data Science at Santander UK, discusses data and analytics based on periodical surveys over the last 10 years. The article is based on 10 multiple choice questions to 150+ audiences.

Analytics 370

Analytics Analytics Data Science Big Data 370

Analytics Vidhya

JANUARY 6, 2025

In this article, we’ll learn how to develop a medical chatbot using Gemini 2.0, […] The post Building a Medical Chatbot with Gemini 2.0, Flask and Vector Embedding appeared first on Analytics Vidhya. Chatbots are able to deliver fast, accurate information, and help individuals more effectively manage their health.

Analytics 291

Analytics Analytics AI AI 291

Analytics Vidhya

APRIL 29, 2024

Introduction Incorporating Artificial Intelligence (AI) into Data Analytics has become a revolutionary force in the era of abundant data. Artificial Intelligence (AI) enhances conventional analytics techniques by leveraging machine learning and natural language processing to achieve previously unheard-of efficiency, accuracy, and creativity.

Analytics 314

Analytics Analytics Natural Language Processing Artificial Intelligence 314

insideBIGDATA

AUGUST 25, 2023

In this contributed article, Paige Roberts, Open Source Relations Manager for Vertica by OpenText, works to demystify real-time data analytics: understanding definitions, categories, and strategies for unlocking value in the data-driven era.

Analytics 370

Analytics Analytics Big Data Big Data 370

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. You may believe that starting a career in this interesting field will cost a significant sum of money, but what if you could do it for nothing?

Analytics 326

Analytics Analytics Data Analysis Data Analysis 326

Analytics Vidhya

JANUARY 15, 2025

In this article, we dive into the concepts of machine learning and artificial intelligence model explainability and interpretability. Through tools like LIME and SHAP, we demonstrate how to gain insights […] The post ML and AI Model Explainability and Interpretability appeared first on Analytics Vidhya.

ML 271

ML ML Artificial Intelligence Artificial Intelligence 271

insideBIGDATA

JANUARY 26, 2024

In this contributed article, IT Professional Subhadip Kumar draws attention to the significant roadblock that data silos present in the realm of Big Data initiatives. In today's data-driven landscape, the seamless flow and integration of information are paramount for deriving meaningful insights.

Data Silos 448

Data Silos Big Data Big Data Big Data Analytics 448

insideBIGDATA

OCTOBER 7, 2024

The organizations’ mutual clients can leverage Pramata’s simple, Generative AI-powered contract management and analytics solution with Deloitte’s corporate Risk, Regulatory, and Forensic advisory services to increase visibility into contract data and hierarchies that can span multiple systems and business units.

Analytics 428

Analytics Analytics AI AI 428

Analytics Vidhya

OCTOBER 12, 2024

In this article, we’ve listed some of the best free […] The post 19 Free Data Science Courses by Harvard and IBM appeared first on Analytics Vidhya. Fortunately, top institutions like Harvard and IBM offer free online courses. These courses cover everything from basic programming to advanced machine learning.

Data Science 223

Data Science Machine Learning Machine Learning Analytics 223

Analytics Vidhya

OCTOBER 27, 2024

This article will walk you through a virtual try-on prototype built using Flask, Twilio’s WhatsApp API, and Hugging Face’s Gradio API, which enables users to send photos via WhatsApp and […] The post Building a Virtual Try-On Chatbot on WhatsApp with Flask, Twilio, and Gradio API appeared first on Analytics Vidhya.

Analytics 284

Analytics Analytics AI AI 284

insideBIGDATA

FEBRUARY 16, 2024

In this contributed article, April Miller, senior IT and cybersecurity writer for ReHack Magazine, believes that when professionals are aware their data sets have missing, incomplete or inaccurate values, cleaning is often their first instinct. While it is an adequate approach, it won’t result in the same benefits as proactive action.

Analytics 397

Analytics Analytics 397

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 Machine Learning Data Analysis Data Analysis 208

insideBIGDATA

MAY 23, 2024

In this contributed article, Supratik Shankar, Co-founder of Dview Technologies, explores how data analytics and insights can be leveraged to achieve sustainability goals, the challenges and opportunities in implementing data-driven sustainability initiatives, and the future trends that will shape this field.

Analytics 453

Analytics Analytics Big Data Big Data 453

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.

Python 220

Python Analytics Analytics 220

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.

Artificial Intelligence 208

Artificial Intelligence Artificial Intelligence AI AI 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.

Analytics 205

Analytics Analytics AI AI 205

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.

Analytics 208

Analytics Analytics AI AI 208

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.

Data Visualization 199

Data Visualization Python Analytics Analytics 199

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.

Analytics 204

Analytics Analytics AI AI 204

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.

AI 208

AI AI Analytics Analytics 208

Analytics Vidhya

JANUARY 10, 2025

In this article, well explore how AWS CloudFormation simplifies setting up and managing cloud infrastructure. This approach, known as Infrastructure as Code (IaC), saves time, reduces errors, and ensures […] The post AWS CloudFormation: Simplifying Cloud Deployments appeared first on Analytics Vidhya.

AWS 208

AWS Database Analytics Analytics 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 Analytics AI AI 208

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.

Analytics 223

Analytics Analytics Python AI 223

insideBIGDATA

MARCH 25, 2024

This article is excerpted from the book, "The AI Playbook: Mastering the Rare Art of Machine Learning Deployment," by Eric Siegel, Ph.D., It is a product of the author’s work while he held a one-year position as the Bodily Bicentennial Professor in Analytics at the UVA Darden School of Business.

Machine Learning 488

Machine Learning Machine Learning Analytics Analytics 488

insideBIGDATA

JULY 19, 2024

In this contributed article, Ana Redondo, Product Strategy Lead at Amdocs Technology, explores how enterprises will begin shifting their focus in 2024 to better leverage their data analytics. She explains how this shift in mindset will bring forth an upcoming data revolution.

Analytics 447

Analytics Analytics Big Data Big Data 447

insideBIGDATA

DECEMBER 11, 2024

KNIME, the open source data analytics and AI company, announced the launch of its AI companion K-AI to all users. With K-AI, users can co-create powerful data workflows with AI. K-AI will answer questions, make recommendations, and extend or build whole data workflows based on user prompts.

AI 388

AI AI Analytics Analytics 388

Analytics Vidhya

FEBRUARY 5, 2025

This article provides a detailed comparison of these modes, highlighting their speed, use cases, benchmarks, and ideal applications to help you choose the perfect level for […] The post Low, Medium, or High: Which o3-mini Reasoning Level is the Smartest? appeared first on Analytics Vidhya.

Analytics 206

Analytics Analytics AI AI 206

Analytics Vidhya

JANUARY 31, 2025

In this article, well explore why DeepSeek-R1 is gaining so much attention, delve into its groundbreaking […] The post Decoding DeepSeek R1’s Advanced Reasoning Capabilities appeared first on Analytics Vidhya. It has caused a stir in the AI industry, with reports of Nvidias $600 billion loss post-launch.

Analytics 206

Analytics Analytics AI AI 206

insideBIGDATA

SEPTEMBER 1, 2023

In this contributed article, Lukas Racickas, Product Manager at Coresignal, believes that with the global marketplace witnessing a relentless data surge, business leaders are on a quest for strategies that maximize data utility. Data Blending' positions businesses at the frontier of data analytics.

Analytics 415

Analytics Analytics Big Data Big Data 415

insideBIGDATA

JANUARY 25, 2024

In this contributed article, Sid Banerjee, CEO of SG Analytics, discusses how generative AI has become widely popular. However, its adoption comes with a degree of ethical data risk.

AI 446

AI AI Analytics Analytics 446

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! Meet Figure One, the Next Generation Humanoid Robot Powered by OpenAI appeared first on Analytics Vidhya.

Analytics 396

Analytics Analytics AI AI 396

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!

Data Science 433

Data Science Analytics Analytics 433

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.

AI 364

AI AI Analytics Analytics 364

insideBIGDATA

NOVEMBER 18, 2023

IDC estimates that organizations worldwide will spend $290 billion on data management, analytics, and AI technology – but is there enough return on the investment? In this feature article we share findings from a new IDC survey looking at the ROI in AI-powered decision making –- known in the market as decision intelligence.

AI 409

AI AI Analytics Analytics 409