Analytics Vidhya

SEPTEMBER 11, 2022

Introduction Data visualization is the skill that helps us to interpret the data in a creative and intrusive way. Suppose we break down more aspects of data visualization. The post Data visualization for One-dimensional Data appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

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Analytics Vidhya

JUNE 1, 2023

Introduction to Data Visualization The amount of data has changed in the digital age, becoming both a challenge and an opportunity. Data visualization has become an efficient method for communicating insights and making sense of complex information.

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Analytics Vidhya

FEBRUARY 28, 2023

Introduction Visualizing data is both an art form and a science. Some books provide their best case on creating a compelling narrative for what makes visualization appealing. The science behind most of these texts […] The post How to Create Compelling Visualization? appeared first on Analytics Vidhya.

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Analytics Vidhya

AUGUST 29, 2022

Introduction Pandas’ Python profiling package produces an interactive set of tables and visualizations for exploratory data exploration (EDA). The post Pandas Profiling – A Visual Analytics Wonder appeared first on Analytics Vidhya. and all the coding techniques and properties. This is particularly crucial […].

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Analytics Vidhya

JUNE 9, 2023

Data visualization is an art that goes beyond numbers and statistics, […] The post Top 20 Data Visualization Examples appeared first on Analytics Vidhya. It is because they say a lot without actually saying anything. In today’s data-driven world, the quote holds more value than ever.

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Analytics Vidhya

DECEMBER 8, 2023

Developed by Microsoft, Power BI Visualizations empower users to visually represent their data and disseminate insights seamlessly across organizational echelons.

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Analytics Vidhya

MAY 20, 2024

Introduction Strong libraries like Matplotlib, Seaborn, Plotly, and Bokeh serve as the foundation of Python’s data visualization ecosystem. Together, they provide a wide range of tools for trend analysis, results presentation, and the creation of dynamic dashboards.

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Visualization Dashboards Interactive Analytics 306

Analytics Vidhya

APRIL 14, 2023

This AI model incorporates Visual […] The post Microsoft Releases VisualGPT: Combines Language and Visuals appeared first on Analytics Vidhya. These models use machine learning algorithms to understand and generate human language, making it easier for humans to interact with machines.

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Analytics Vidhya

MARCH 31, 2024

Introduction Artificial Intelligence revolutionizes various fields such as networking, multi-dimensional data exploration, genomics, and sensor data analysis, increasing the demand for advanced data visualization tools.

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AWS Big Data

DECEMBER 4, 2024

This experience includes visual ETL, a new visual interface that makes it simple for data engineers to author, run, and monitor extract, transform, load (ETL) data integration flow. You can use a simple visual interface to compose flows that move and transform data and run them on serverless compute. Now you can publish it.

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Analytics Vidhya

JULY 23, 2024

Introduction Imagine being a medical student needing to visualize complex anatomical structures or a data scientist creating interactive 3D models. PyVista offers the precision and interactivity required to make these tasks engaging and insightful.

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Analytics Vidhya

FEBRUARY 7, 2024

Introduction Scatter plots are a powerful tool in a data scientist’s arsenal, allowing us to visualize the relationship between two variables. This blog will explore the ins and outs of creating stunning scatter Plot Visualization in Python using matplotlib.

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Analytics Vidhya

MARCH 15, 2023

However, ChatGPT is limited in processing visual information since it’s trained with a single language modality. Visual Foundation Models […] The post Power of Visual ChatGPT : Conversations with AI and Images! appeared first on Analytics Vidhya.

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Visualization Interactive Modeling Analytics 337

Analytics Vidhya

FEBRUARY 12, 2024

Introduction In data analysis, creating visual representations is key to understanding and communicating insights effectively. This article will dive into ggplot’s features and why it’s such a valuable tool for visualizing data […] The post ggplot in Python: A Data Visualization Guide appeared first on Analytics Vidhya.

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Analytics Vidhya

AUGUST 13, 2024

Introduction This article explores violin plots, a powerful visualization tool that combines box plots with density plots. It explains how these plots can reveal patterns in data, making them useful for data scientists and machine learning practitioners.

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Visualization Machine Learning Analytics IT 287

Analytics Vidhya

MAY 6, 2024

Fulfilling these needs, researchers at NVIDIA and MIT have recently introduced a Visual Language Model (VLM), VILA. Moreover, it facilitates in-context […] The post NVIDIA’s Visual Language Model VILA Enhances Multimodal AI Capabilities appeared first on Analytics Vidhya.

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Visualization Modeling Analytics IT 310

Analytics Vidhya

MAY 6, 2024

Introduction Visual Language Models (VLMs) are revolutionizing the way machines comprehend and interact with both images and text. Nvidia and MIT have recently launched a VLM named VILA, enhancing the capabilities of […] The post Nvidia Introduces VILA: Visual Language Intelligence and Edge AI 2.0

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Visualization Interactive Modeling Analytics 318

Analytics Vidhya

JANUARY 26, 2024

Learning […] The post Open-Source BI Tool Metabase for Data Visualization and Analytics appeared first on Analytics Vidhya. In today’s data-driven world, BI platforms like Metabase are essential for extracting insights and facilitating informed decision-making.

Visualization 353

Visualization Analytics Dashboards Business Intelligence 353

Analytics Vidhya

DECEMBER 14, 2023

Introduction Gradient-weighted Class Activation Mapping is a technique used in deep learning to visualize and understand the decisions made by a CNN. This groundbreaking technique unveils the hidden decisions made by CNNs, transforming them from opaque models into transparent storytellers.

Deep Learning 328

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Analytics Vidhya

FEBRUARY 27, 2024

Introduction Matplotlib is a fundamental Python library, empowers you to create various visualizations to explore and communicate your data effectively. While basic plots like bar charts and scatter plots are essential, delving into advanced visualizations can unlock deeper insights and enhance your storytelling.

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Analytics Vidhya

AUGUST 3, 2024

This leap forward in […] The post Meta’s SAM-2: The Future of Real-Time Visual Segmentation appeared first on Analytics Vidhya. SAM-2 revolutionizes real-time image and video segmentation, precisely identifying and segmenting objects.

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Visualization Modeling Analytics IT 306

Analytics Vidhya

FEBRUARY 8, 2024

.’ This innovation is poised to transform the way individuals with visual impairments or low vision interact with the world around them. Unlocking Visual Information The Image […] The post Google Lookout Uses AI to Describe Images for the Visually Impaired appeared first on Analytics Vidhya.

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Visualization Interactive Technology Analytics 305

Analytics Vidhya

OCTOBER 10, 2024

Introduction Language-Integrated Data Analysis (LIDA) is a powerful tool designed to automate visualization creation, enabling the generation of grammar-agnostic visualizations and infographics.

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Analytics Vidhya

SEPTEMBER 21, 2024

From OpenAI’s o1 models showcasing advanced reasoning to Apple’s groundbreaking Visual Intelligence technology, tech giants like Google, Meta, and Microsoft have introduced new models and tools pushing the boundaries of AI innovation.

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AWS Big Data

OCTOBER 30, 2024

This integration enables our customers to seamlessly explore data with AI in Tableau, build visualizations, and uncover insights hidden in their governed data, all while leveraging Amazon DataZone to catalog, discover, share, and govern data across AWS, on premises, and from third-party sources—enhancing both governance and decision-making.”

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Analytics Vidhya

NOVEMBER 30, 2024

Python, with its robust ecosystem of libraries, offers a wide range of tools to help you generate high-quality, aesthetically pleasing, and customizable visuals for your research papers. Creating publication-ready figures and tables is essential for academic research and data presentation.

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Analytics Vidhya

NOVEMBER 26, 2024

Enter Skimpy, a Python library designed to offer detailed, visually appealing, and comprehensive data summaries for all column types. While Pandas’ describe() function has been a go-to tool for many, its functionality is limited to numeric data and provides only basic statistics.

Statistics 208

Statistics Visualization Analytics IT 208

Analytics Vidhya

JANUARY 15, 2025

A multimodal report generator allows you to incorporate both text and images into a final output, making your reports more dynamic and visually rich. In many real-world applications, data is not purely textualit may include images, tables, and charts that help reinforce the narrative.

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Analytics Vidhya

FEBRUARY 22, 2022

Source – Author What is Data Visualization? Data visualization is an interdisciplinary field that uses visual elements […]. There has been a debate in the industry between R and Tableau. Which is better is the question. Let us see this in today’s article.

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Analytics Vidhya

JANUARY 26, 2025

We are particularly inclined toward linguistic thought and visual memory. The human mind naturally perceives language, vision, smell, and touch, enabling us to understand our surroundings. As GenAI models continue to grow, researchers are now working on extending their capabilities by incorporating multimodality.

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