Analytics Vidhya

JANUARY 12, 2022

Source: Reference 1 Introduction Tensorflow is a popular open-source machine learning framework developed by Google. This article was published as a part of the Data Science Blogathon. It is primarily used by machine learning practitioners in research and industry for the training and inference of deep neural networks.

Deep Learning 396

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Analytics Vidhya

NOVEMBER 29, 2021

Model explainability refers to the concept of being able to understand the machine learning model. This article was published as a part of the Data Science Blogathon. In this article, we will learn about model explainability and the different ways to interpret a machine learning model. What is Model Explainability?

Modeling 396

Modeling Machine Learning Data Science Publishing 396

Analytics Vidhya

SEPTEMBER 16, 2022

Often referred to as the ‘Hello World’ of Computer Vision, it’s a great starting […]. Introduction If you ever wanted to build an image classifier for text recognition, I’m assuming you probably must have implemented the classic Handwritten Digit Recognition application from TensorFlow’s official examples.

Data Science 397

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Analytics Vidhya

SEPTEMBER 13, 2021

Here each node is referred to as a separate machine working on […]. This article was published as a part of the Data Science Blogathon Spark is a cluster computing platform that allows us to distribute data and perform calculations on multiples nodes of a cluster.

Data Science 393

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Analytics Vidhya

DECEMBER 1, 2021

Components of Data Engineering Object Storage Object Storage MinIO Install Object Storage MinIO Data Lake with Buckets Demo Data Lake Management Conclusion References What is Data Engineering? Image Source: GitHub Table of Contents What is Data Engineering? Initially, we have the definition of Software […].

Data Lake 391

Data Lake Data Science Publishing Software 391

Analytics Vidhya

OCTOBER 11, 2022

Another commonly used term is graph analytics, which refers to analyzing data in […]. Introduction A graph database is a specialized, one-of-a-kind platform for creating and manipulating graphs. Graphs have nodes, edges, and properties that represent and store data in ways relational databases cannot.

Data Science 375

Data Science Publishing Analytics 375

Analytics Vidhya

OCTOBER 9, 2021

Interestingly, Web scraping is a word that refers to the practice of extracting and processing vast amounts of data from the internet using a computer or algorithm. This article was published as a part of the Data Science Blogathon Overview: What is a web scraping and how does it work with Python? Scraping data from the […].

Data Science 374

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Analytics Vidhya

SEPTEMBER 23, 2022

Thus, object detection refers to the detection and localization of objects in an image that belongs to a predefined set of […]. Introduction Artificial neurons are utilized in deep neural networks for object detection. These artificial neurons are similar to humans composed of neurons.

Data Science 369

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Analytics Vidhya

AUGUST 29, 2021

This article was published as a part of the Data Science Blogathon Introduction Data structures refer to the pattern of data arrangement on a disK that allows for convenient storage and display in the computing domain. They are related to the field of data science, which is expected to be a lucrative career choice in 2021. […].

Data Science 367

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Analytics Vidhya

SEPTEMBER 29, 2022

The programmatic available interfaces are referred to as “web services.” This article was published as a part of the Data Science Blogathon. Overview The WWW is often used for application. ” In today’s era, Most people cannot envisage life without the internet. The global has transformed into a web of data.

Data Science 368

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Analytics Vidhya

MAY 1, 2023

Geoffrey Hinton, a pioneer in artificial intelligence (AI) referred to as “the Godfather of AI,” has left Google. He has joined a growing chorus of critics warning of the potential dangers of AI systems.

Technology 364

Technology Analytics 364

Analytics Vidhya

AUGUST 28, 2022

This task is mainly referred to as object detection, which normally […]. Introduction To achieve complete insight into image or video understanding, we should not only focus on classifying different images but also try to estimate the position of objects in each image precisely.

IT 361

IT Data Science Publishing Analytics 361

Analytics Vidhya

OCTOBER 11, 2021

This article was published as a part of the Data Science Blogathon Overview In computer science, problem-solving refers to artificial intelligence techniques, including various techniques such as forming efficient algorithms, heuristics, and performing root cause analysis to find desirable solutions.

Data Science 361

Data Science Publishing Analytics 361

Analytics Vidhya

JUNE 16, 2023

Introduction Finding and tracking the positions of important body joints or keypoints in an image or video sequence is the task of posture detection, commonly referred to as pose estimation or keypoint detection. It seeks to comprehend and depict the positioning and spatial arrangement of people or other things in a scene.

Analytics 357

Analytics IT 357

Analytics Vidhya

SEPTEMBER 26, 2022

Introduction The ability to reimplement a skill or knowledge from one, the original knowledge bearer, to a new knowledge “needer”, is referred to as transfer learning. This article was published as a part of the Data Science Blogathon. These could be skilled in math, music, or cookery.

Data Science 356

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Analytics Vidhya

JULY 27, 2022

Introduction The third generation of the internet, the semantic web, and the decentralized internet all refer to the same thing. This article was published as a part of the Data Science Blogathon.

Data Science 353

Data Science Publishing Analytics 353

Analytics Vidhya

FEBRUARY 2, 2024

Introduction A Linked List is a data structure consisting of a sequence of nodes, each containing a value and a reference to the next node in the sequence. Unlike arrays, Linked Lists do not require contiguous memory allocation, making them more flexible and efficient for certain operations.

Analytics 319

Analytics 319

Analytics Vidhya

JUNE 11, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Sentiment analysis refers to identifying as well as classifying the. The post Twitter Sentiment Analysis- A NLP Use-Case for Beginners appeared first on Analytics Vidhya.

Data Science 340

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Analytics Vidhya

JUNE 27, 2024

Introduction Radar charts, also referred to as spider plots or star plots, offer a distinctive method for visualizing multivariate data. Unlike traditional cartesian charts, which arrange axes linearly, radar charts position axes radially around a central point.

Visualization 319

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Analytics Vidhya

MAY 8, 2024

In robotics, sim-to-real transfer refers to transferring policies learned in simulation to the real world. Introduction Have you ever thought robots would learn independently with the power of LLMs? It’s happening now! DrEureka is automating sim-to-real design in robotics.

Analytics 319

Analytics IT Deep Learning Machine Learning 319

Analytics Vidhya

APRIL 30, 2024

Users can upload documents, and the chatbot can answer questions by referring to those documents. Introduction This article aims to create an AI-powered RAG and Streamlit chatbot that can answer users questions based on custom documents.

Modeling 314

Modeling Analytics 314

Analytics Vidhya

AUGUST 28, 2021

The post Pratically Demistifying BERT Language Representation Model appeared first on Analytics Vidhya.

Modeling 343

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Analytics Vidhya

AUGUST 26, 2021

This article was published as a part of the Data Science Blogathon From our previous article, we have learned about how to blur an image using a kernel, and we have also learned exactly what a kernel is- It simply refers to the matrix involved in the image manipulation process. For the task of blurring an […].

Data Science 343

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Analytics Vidhya

APRIL 28, 2021

ArticleVideo Book Hierarchical Modelling Hierarchical modeling also referred to as a nested model, deals with data with the observations in a certain group. The post Mixed-effect Regression for Hierarchical Modeling (Part 1) appeared first on Analytics Vidhya.

Modeling 329

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Analytics Vidhya

JUNE 14, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Open source refers to something people can modify and share. The post 10 Amazing Open Source Projects for Machine Learning Enthusiasts appeared first on Analytics Vidhya.

Machine Learning 329

Machine Learning Data Science Publishing Analytics 329

Analytics Vidhya

FEBRUARY 13, 2023

Robustness refers to the ability of a model to work well on unseen data, an essential requirement for real-world applications. Introduction Machine learning models have come a long way in the past few decades but still face several challenges, including robustness.

Modeling 341

Modeling Machine Learning Analytics Data Science 341

Analytics Vidhya

JANUARY 27, 2024

Generative AI refers to using artificial intelligence algorithms to create original and unique content. Introduction Animation has always been a captivating art form, bringing characters and stories to life through the magic of motion. In animation, this […] The post How is Generative AI Reshaping the Landscape of Animation?

Technology 309

Technology Analytics 309

Analytics Vidhya

JUNE 13, 2024

This means you can refer to individual entries by their digit instead of going through them again. Introduction Let’s say you have a list of items like a shopping list. The ROW_NUMBER function is similar to appending numbers to the list for each item in the order you jotted them down.

Analytics 306

Analytics Management 306

Analytics Vidhya

FEBRUARY 7, 2024

Introduction Sorting a string in Python refers to arranging the characters of a string in a specific order. This can be done in various ways, depending on the requirements and the desired outcome. In this article, we will explore different approaches to sort a string in Python and discuss their performance analysis.

Analytics 306

Analytics 306

Analytics Vidhya

JANUARY 10, 2024

This feature, often referred to as Common Table Expressions (CTE), empowers users to define temporary result sets within larger queries. Introduction SQL, a robust language for managing relational databases, boasts a compelling feature known as the WITH clause.

Management 306

Management Analytics IT 306

Analytics Vidhya

JULY 4, 2024

See an index as a book’s reference guide; it […] The post What are SQL Indexes? Introduction An index is a unique lookup table in SQL databases that the database search engine can use to expedite data retrieval. appeared first on Analytics Vidhya.

Analytics 306

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Analytics Vidhya

JUNE 7, 2024

Using computer techniques it refers to automatically […] The post Text Mining in Python appeared first on Analytics Vidhya. However, manually extracting relevant insights from large amounts of raw text is highly labor-intensive and time-consuming. Text mining addresses this challenge.

Analytics 305

Analytics IT 305

Analytics Vidhya

MARCH 27, 2024

Introduction Starting with the fundamentals: What is a data stream, also referred to as an event stream or streaming data? At its heart, a data stream is a conceptual framework representing a dataset that is perpetually open-ended and expanding. Its unbounded nature comes from the constant influx of new data over time.

Analytics 305

Analytics IT Big Data 305

Analytics Vidhya

SEPTEMBER 25, 2023

Introduction The forex market refers to the market of currency exchange at the global level. Artificial intelligence (AI) has played a key role in the advancement of the forex market. In 2023, traders can easily access financial data and historical information about the trading market with a superior security system.

Marketing 336

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Analytics Vidhya

JUNE 23, 2024

Whenever you create a method inside a class, you use ‘self’ to refer to the instance that calls the method. Introduction If you’ve been learning Python, I’m sure you have come across the term ‘self.’ ’ This small word plays a big role in how Python classes work.

Analytics 304

Analytics 304

Analytics Vidhya

JUNE 20, 2022

It simply refers to the internet’s next version, which encourages decentralised protocols and tries to lessen reliance on giant digital corporations […]. This article was published as a part of the Data Science Blogathon. Introduction Web 3 – sometimes known as “Web 3” or “Web 3.0?? – The post What is Web 3.0?

Data Science 336

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Analytics Vidhya

JULY 19, 2021

Information refers to. ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Data is often defined as raw facts. The post Performing Computer Vision Task With OpenCV And Python appeared first on Analytics Vidhya.

Data Science 319

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