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

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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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

NOVEMBER 21, 2021

The post Using Data Visualization to Explore the Human Space Race! Since the dawn of civilization, we have mapped constellations, named planets after Gods and so on. We have seen signs and visions in celestial bodies. In the previous century, we finally had the technology to […]. 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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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

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

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

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

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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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.

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Visualization Analytics Dashboards Business Intelligence 353

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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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

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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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.

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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

MARCH 22, 2023

Introduction DreamFusion, the revolutionary AI-driven technology capable of converting text into 3D visuals using 2D diffusion techniques, has recently been honored with the prestigious Best Paper Award at ICLR-2023.

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Analytics Vidhya

APRIL 29, 2023

Explore the extensive possibilities in design, art, and advertising as this comprehensive guide takes you step-by-step through using pre-trained models to craft striking visuals. […] The post Generative AI in Education: Visual Storytelling From Text – A Python Guide appeared first on Analytics Vidhya.

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Analytics Vidhya

JUNE 24, 2024

Pydeck is known for its feature of allowing us to create custom layers or even stack […] The post Geospatial Data Visualization Using Pydeck appeared first on Analytics Vidhya. It works seamlessly with the PyData stack and Pandas, making it an easy-to-use option for plotting geospatial data.

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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

JUNE 6, 2023

Let’s explore how […] The post Google Unveils StyleDrop: The Ultimate Design Hack for Stunning Visuals appeared first on Analytics Vidhya.

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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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Analytics Vidhya

DECEMBER 10, 2024

That intelligent alternative is called visual AI agent. Visual […] The post From Watchful Eyes to Active Minds: The Rise of Visual AI Agents appeared first on Analytics Vidhya. But what if there was a smarter, more efficient solution to streamline this process and eliminate the hassle?

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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

DECEMBER 11, 2024

Introducing KitikiPlot, a Python library designed for visualizing sequential and time-series categorical “Sliding Window” patterns.

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Analytics Vidhya

NOVEMBER 21, 2021

Microsoft‘s business analytics product, Power BI, delivers interactive data visualization BI capabilities that allow users to see and share data and insights throughout their organisation. Power BI provides insight data by using data interactively and exploring it by visualizations. […].

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