Analytics Vidhya

NOVEMBER 21, 2020

The post Tutorial — How to visualize Feature Maps directly from CNN layers appeared first on Analytics Vidhya. Introduction Let’s put on the eyes of Neural Networks and see what the Convolution Neural Networks see. Photo by David Travis on Unsplash Pre-requisites:-.

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Visualization Analytics Deep Learning 400

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 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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Visualization Analytics Deep Learning Machine Learning 318

Analytics Vidhya

APRIL 22, 2024

Introduction Deep learning is a fascinating field that explores the mysteries of gradients and their impact on neural networks. Solutions like ReLU activation and gradient clipping promise to revolutionize deep learning, unlocking secrets for training success.

Deep Learning 316

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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

AUGUST 29, 2021

The post Advanced Computer Vision- Introduction to Direct Visual Tracking! appeared first on Analytics Vidhya. However, we already have a huge variety of different techniques and tools. This article will help you start your journey into the world of computer […].

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Analytics Vidhya

APRIL 19, 2024

Introduction Embark on a thrilling journey into the domain of Convolutional Neural Networks (CNNs) and Skorch, a revolutionary fusion of PyTorch’s deep learning prowess and the simplicity of scikit-learn. Join us […] The post Train PyTorch Models Scikit-learn Style with Skorch appeared first on Analytics Vidhya.

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David Menninger's Analyst Perspectives

SEPTEMBER 16, 2021

Rapidminer is a visual enterprise data science platform that includes data extraction, data mining, deep learning, artificial intelligence and machine learning (AI/ML) and predictive analytics. It can support AI/ML processes with data preparation, model validation, results visualization and model optimization.

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Analytics Vidhya

MAY 5, 2019

The post A Guide to Understanding Convolutional Neural Networks (CNNs) using Visualization appeared first on Analytics Vidhya. ” This question has sent many data scientists into a tizzy. It’s easy to explain how.

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Analytics Vidhya

JULY 25, 2022

Introduction Computer Vision Is one of the leading fields of Artificial Intelligence that enables computers and systems to extract useful information from digital photos, movies, and other visual inputs. It uses Machine Learning-based Model Algorithms and Deep Learning-based Neural Networks for its implementation. […].

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Deep Learning Machine Learning Visualization Data Science 306

Analytics Vidhya

APRIL 15, 2024

Introduction Overfitting in ConvNets is a challenge in deep learning and neural networks, where a model learns too much from training data, leading to poor performance on new data. This phenomenon is especially prevalent in complex neural architectures, which can model intricate relationships.

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Analytics Vidhya

MARCH 30, 2022

Introduction AI and machine vision, which were formerly considered futuristic technology, has now become mainstream, with a wide range of applications ranging from automated robot assembly to automatic vehicle guiding, analysis of remotely sensed images, and automated visual inspection. Computer vision and deep learning […].

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Deep Learning Visualization Data Science Publishing 270

Corinium

JUNE 6, 2019

Will you please describe your role at Fractal Analytics? Are you seeing currently any specific issues in the Insurance industry that should concern Chief Data & Analytics Officers? Are you seeing currently any specific issues in the Insurance industry that should concern Chief Data & Analytics Officers?

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Insurance Analytics Forecasting Deep Learning 250

Analytics Vidhya

DECEMBER 12, 2022

The post Top 10 Guest Authors on Analytics Vidhya in 2022 appeared first on Analytics Vidhya. Not just the leading technology giants in India but medium and small-scale companies are also betting on data science to revolutionize how business operations are performed.

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Analytics Data Science Technology Deep Learning 342

Analytics Vidhya

JANUARY 6, 2023

Introduction The UNet architecture is a deep learning model specifically designed for image segmentation tasks. The post Top 8 Interview Questions on UNet Architecture appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

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Analytics Vidhya

MARCH 7, 2024

Introduction Tableau is a powerful data visualization tool that is crucial in Data Science. Its significance lies in its ability to transform complex data into easily understandable visualizations, aiding in better decision-making processes. Its Application and Benefits in Data Science appeared first on Analytics Vidhya.

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Analytics Vidhya

APRIL 27, 2021

Introduction As data volume increases, deep learning techniques tend to. The post A Complete Guide to Tensorboard appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon.

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Deep Learning Data Science Publishing Analytics 291

Domino Data Lab

JULY 10, 2019

New tools are constantly being added to the deep learning ecosystem. For example, there have been multiple promising tools created recently that have Python APIs, are built on top of TensorFlow or PyTorch , and encapsulate deep learning best practices to allow data scientists to speed up research. model_definition_file./model_definition.yaml.

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Analytics Vidhya

MAY 25, 2023

Enter autoencoders, deep learning‘s hidden heroes. Autoencoders have transformed the field of machine learning by revealing hidden patterns, lowering dimensionality, identifying abnormalities, and even […] The post Unleashing the Power of Autoencoders: Applications and Use Cases appeared first on Analytics Vidhya.

Deep Learning 291

Deep Learning Machine Learning Data-driven Analytics 291

datapine

MAY 14, 2019

By acquiring a deep working understanding of data science and its many business intelligence branches, you stand to gain an all-important competitive edge that will help to position your business as a leader in its field. 2) “Deep Learning” by Ian Goodfellow, Yoshua Bengio and Aaron Courville.

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Analytics Vidhya

JANUARY 24, 2024

Introduction Tableau is a powerful data visualization tool that allows users to analyze and present data interactively and meaningfully. It helps businesses make data-driven decisions by providing easy-to-understand insights and visualizations.

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Visualization Data-driven Interactive Analytics 343

Analytics Vidhya

FEBRUARY 27, 2024

Introduction Visual presentations are indispensable for effective communication. Importance of Visual Presentations Visual […] The post 7 Tools to Create Engaging Presentations appeared first on Analytics Vidhya.

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Visualization Analytics Deep Learning Machine Learning 291

Analytics Vidhya

APRIL 16, 2024

This innovative AI merges visual understanding with advanced language skills, allowing it to handle visual and textual data effectively. Unlike its predecessors and similar models like GPT-4, […] The post Grok-1.5V: Setting New Standards in AI with Multimodal Integration appeared first on Analytics Vidhya.

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Smart Data Collective

OCTOBER 13, 2021

It can be used for something as visual as reducing traffic jams, to personalizing products and services, to improving the experience in multiplayer video games. This is something that you can learn more about in just about any technology blog. We would like to talk about data visualization and its role in the big data movement.

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Visualization Cost-Benefit Big Data Prescriptive Analytics 138

Analytics Vidhya

MARCH 15, 2023

Introduction DocVQA (Document Visual Question Answering) is a research field in computer vision and natural language processing that focuses on developing algorithms to answer questions related to the content of a document, like a scanned document or an image of a text document.

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Visualization Analytics Deep Learning Machine Learning 329

Analytics Vidhya

APRIL 24, 2024

Adobe Firefly Image 3 enables you to generate high-resolution, actual images or visual diagrams by giving its explanation in a text message. appeared first on Analytics Vidhya. This software works well for you whether you are a developer, artist, or marketer, […] The post How to Use Adobe Firefly Image 3?

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Analytics Vidhya

AUGUST 10, 2023

Introduction In today’s evolving landscape, organizations are rapidly scaling their teams to harness the potential of AI, deep learning, and ML. What started as a modest concept, machine learning, has now become indispensable across industries, enabling businesses to tap into unprecedented opportunities.

Machine Learning 271

Machine Learning Deep Learning Analytics Visualization 271

Analytics Vidhya

APRIL 25, 2024

This blog post explores GhostFaceNets through captivating visuals and insightful illustrations, aiming to educate, motivate, and spark creativity. The journey is not just a blog post, but a unique exploration of […] The post GhostFaceNets: Efficient Face Recognition on Edge Devices appeared first on Analytics Vidhya.

Visualization 319

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Analytics Vidhya

FEBRUARY 24, 2023

Introduction An image is a two-dimensional representation of a visual subject, like a photograph, painting, or drawing. The color of each pixel can be represented by one or multiple channels, like the […] The post Let’s Start with Image Preprocessing using SKimage appeared first on Analytics Vidhya.

Visualization 305

Visualization Analytics Deep Learning 305

Analytics Vidhya

FEBRUARY 4, 2022

Overview Motivation to Learn R Covering the BASICS & MUST KNOW Concepts in R Introduction Since you are reading this article, I am assuming that right now you are in your journey of becoming a data scientist. There is a high possibility that you already are aware of some of the data visualization and analytics […].

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Analytics Vidhya

FEBRUARY 28, 2024

Introduction Have you ever wanted to turn your words into visually stunning images? In this article, we will walk you through how to access Google ImageFX, generate images from text, save and […] The post A Step-by-Step Guide to Create Images from Text with Google ImageFX appeared first on Analytics Vidhya.

Visualization 305

Visualization Analytics Deep Learning Machine Learning 305

Analytics Vidhya

MARCH 5, 2024

Introduction Geographic data visualization is a field that merges data analysis with geographic mapping to unveil patterns, trends, and insights across geographical locations. This […] The post Here’s How You Can Plot Map in Python Using Plotly appeared first on Analytics Vidhya.

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Visualization Marketing Analytics Deep Learning 235

Analytics Vidhya

APRIL 26, 2023

DocVQA(Document Visual Question Answering) is a cutting-edge approach combining […] The post Document Information Extraction Using Pix2Struct appeared first on Analytics Vidhya. The extracted information can be used for various purposes, such as analysis and classification.

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Smart Data Collective

SEPTEMBER 16, 2020

Predictive analytics, sometimes referred to as big data analytics, relies on aspects of data mining as well as algorithms to develop predictive models. These statistical models are growing as a result of the wide swaths of available current data as well as the advent of capable artificial intelligence and machine learning.

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CIO Business Intelligence

JUNE 7, 2022

What is data analytics? Data analytics is a discipline focused on extracting insights from data. The chief aim of data analytics is to apply statistical analysis and technologies on data to find trends and solve problems. What are the four types of data analytics?

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DataKitchen

APRIL 13, 2021

Process Analytics. We have also included vendors for the specific use cases of ModelOps, MLOps, DataGovOps and DataSecOps which apply DataOps principles to machine learning, AI, data governance, and data security operations. . Dagster / ElementL — A data orchestrator for machine learning, analytics, and ETL. .

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Analytics Vidhya

APRIL 22, 2024

VASA-1, the premiere model introduced in this work, is a framework for generating realistic talking faces with appealing visual affective skills (VAS) […] The post Microsoft’s VASA-1 Makes Fake Look Like Real appeared first on Analytics Vidhya.

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