CrewAI Multi-Agent System for Writing Article from YouTube Videos
Analytics Vidhya
OCTOBER 17, 2024
In […] The post CrewAI Multi-Agent System for Writing Article from YouTube Videos appeared first on Analytics Vidhya.
Personalizing Employee Experiences with Product Analytics
insideBIGDATA
JUNE 10, 2024
In this contributed article, Vara Kumar, co-founder and head of R&D and pre-sales at Whatfix, discusses how in today's competitive landscape, harnessing the full potential of product analytics is pivotal for companies seeking to optimize their internal and external product usage.
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Challenges for Startups in Adopting AI and Data Analytics
insideBIGDATA
MARCH 9, 2023
In this contributed article, Bal Heroor, CEO and Principal at Mactores, believes that by 2027, it is nearly unavoidable that every business, both big and small, will need to get serious about adopting a high-value data analytics system.
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How AI Helps Prevent Human Error In Data Analytics
insideBIGDATA
MARCH 18, 2023
In this contributed article, April Miller, a senior IT and cybersecurity writer for ReHack Magazine, discusses how AI can help limit human error and improve data analysis accuracy. Explore how AI is fixing human error in data analytics and revolutionizing how we approach this critical field.
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Finding a Purple Swan with Predictive Analytics
insideBIGDATA
NOVEMBER 24, 2023
In this contributed article, Vijay Veerra, Principal Consultant of Business Solutions and Research with Altimetrik, discusses the power of predictive analytics in identifying "purple swans" and their potential impact on businesses. Purple swan refers to a rare yet foreseeable event that offers unparalleled rewards.
Understanding the Power of Feedback Analytics
insideBIGDATA
NOVEMBER 3, 2023
In this contributed article, Ryan Stuart is the co-founder and CEO of Kapiche, discusses feedback analytics and how it is a means to unlock deeper customer insights, with five concrete examples of how to use feedback analytics to drive innovation and growth.
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TOP 10 insideBIGDATA Articles for June 2023
insideBIGDATA
JULY 7, 2023
In this continuing regular feature, we give all our valued readers a monthly heads-up for the top 10 most viewed articles appearing on insideBIGDATA. Over the past several months, we’ve heard from many of our followers that this feature will enable them to catch up with important news and features flowing across our many channels.
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Predictive Analytics: A Glimpse into Your Health’s Tomorrow!
insideBIGDATA
SEPTEMBER 3, 2024
In this contributed article, Sanket Patel, co-founder of Digicorp, discusses how in the healthcare industry, predictive analytics aims to foresee patient health trends, treatment outcomes, and potential risks by analyzing vast amounts of medical data.
Compromising on your Data Stack? Solving Top Analytics Challenges
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.
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How Real-Time Data Analytics and AI Are Transforming Heavy Equipment Operations
insideBIGDATA
NOVEMBER 21, 2024
In this contributed article, freelance writer Ellie Gabel discusses how real-time data analysis and AI are refining various aspects of the heavy equipment industry, further promoting seamlessness and automation. Take a look at some of the ways data analytics and AI are transforming the sector.
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Starting Your Advanced Analytics Journey: Three Areas to Focus On
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.
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Navigating the Evolution: Transitioning from Traditional Analytics to AI
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.
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Alteryx Announces Streamlined Enhancements for Hybrid Analytics Processes and Workflows
insideBIGDATA
NOVEMBER 12, 2024
a leader in automated and AI analytics, today announced its Fall 2024 release for the Alteryx platform. Alteryx’s Fall 2024 release provides business analysts with a seamless analytics experience that scales data-driven insights across departments and industries. Alteryx, Inc.,
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Building a Medical Chatbot with Gemini 2.0, Flask and Vector Embedding
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.
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5 Free Data Analytics Courses to Kickstart Your Career
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?
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ML and AI Model Explainability and Interpretability
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.
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How Data Silos Hinder Big Data Analytics and How to Overcome Them
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.
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19 Free Data Science Courses by Harvard and IBM
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.
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Pramata and Deloitte Help Clients Apply Generative AI to Contract Analytics
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.
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Building a Virtual Try-On Chatbot on WhatsApp with Flask, Twilio, and Gradio API
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.
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Innovations in Analytics: Elevating Data Quality with GenAI
Towards AI
OCTOBER 31, 2024
Data analytics has become a key driver of commercial success in recent years. According to Gartner’s Hype Cycle, GenAI is at the peak, showcasing its potential to transform analytics.¹ For instance, extracting numeric details from clinical sector articles can be misleading if the numbers don’t refer to actual quantities.
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The Impact of Data Analytics Integration Mismatch on Business Technology Advancements
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.
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What is Discretization in Machine Learning?
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
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Hands-on Guide to Building Multi-Agent Chatbots with Autogen
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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What is a Bernoulli Distribution?
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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How to Create Publication-Ready Figures and Tables with Python?
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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ByteDance’s DreamActor-M1 Turns Photos into Videos
Analytics Vidhya
APRIL 4, 2025
This article explores how DreamActor-M1 works, its technical design, and the important ethical considerations that […] The post ByteDance’s DreamActor-M1 Turns Photos into Videos appeared first on Analytics Vidhya.
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Building an Earnings Report Agent with Swarm Framework
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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Exploring Embedding Models with Vertex AI
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.
Web Scraping with LLMs
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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Flood Risk Assessment Using Digital Elevation and the HAND Models
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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How to Access Phi-4 Using Hugging Face?
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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208 Imagen 3 vs DALL-E 3: Which is the Better Model for Images?
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.
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Fine-tuning an LLM to Write Like You on OpenAI Platform vs Google AI Studio
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.
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Mark Landry’s Journey: From Kaggle to H2O.ai
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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Enhancing AI Conversations with LangChain Memory
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.
AI 208
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AWS CloudFormation: Simplifying Cloud Deployments
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.
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What is an Eigenvector and Eigenvalues?
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
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How to Build Agentic RAG with SmolAgents?
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.
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208 4 Steps to Build Multi-Agent Nested Chats with AutoGen
Analytics Vidhya
NOVEMBER 12, 2024
In our previous article on Building Multi-Agent Chatbots with AutoGen, we explored the concept of sequential chat using AutoGen, which allows structured, […] The post 4 Steps to Build Multi-Agent Nested Chats with AutoGen appeared first on Analytics Vidhya.
Multimodal Financial Report Generation (from a Slide Deck) using Llamaindex
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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Data-Driven Sustainability: Beyond Numbers, Towards Action
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.
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20 Examples of Interactive Power BI Dashboards
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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