Analytics Vidhya

DECEMBER 3, 2021

This article was published as a part of the Data Science Blogathon. Introduction In this article, I will attempt to explain all of the ideas that you should be familiar with about databases. The post Want to Survive in Data Science: Understand the Basics of Relational Databases appeared first on Analytics Vidhya.

Data Science 355

Data Science Deep Learning Machine Learning Explainability 355

Analytics Vidhya

JUNE 7, 2022

This article was published as a part of the Data Science Blogathon. The post Explaining Writing Dockerfile with Examples appeared first on Analytics Vidhya. Introduction on Dockerfile This article contains about Dockerfile that we are commonly using in DevOps Engineering.

Explainability 371

Explainability DevOps Data Science 371

Analytics Vidhya

NOVEMBER 1, 2022

This article was published as a part of the Data Science Blogathon. Sometimes even after successfully loading and reading data, you run out of memory amid data processing operations! The post Explaining Sparse Datasets with Practical Examples appeared first on Analytics Vidhya.

Explainability 381

Explainability Data Science Big Data Python 381

Analytics Vidhya

DECEMBER 3, 2021

This article was published as a part of the Data Science Blogathon. Introduction In this article, I will explain to you how will we use Django Framework for creating some really exciting data science projects in Windows Machine.

Data Science 359

Data Science Machine Learning Explainability Python 359

Analytics Vidhya

AUGUST 6, 2022

This article was published as a part of the Data Science Blogathon. With QlikView, you can analyze and visualize data and their relationships and use these analyzes to make decisions. It Supports various data sources, including […]. It Supports various data sources, including […].

Explainability 383

Explainability Data Science Business Intelligence 383

Analytics Vidhya

JANUARY 5, 2022

This article was published as a part of the Data Science Blogathon. The post Build a Trustworthy Model with Explainable AI appeared first on Analytics Vidhya. Introduction Ref: [link] AI-based systems are disrupting almost every industry and helping us to make crucial decisions that are impacting millions of lives.

Explainable AI 343

Explainable AI Explainability Data Science AI 343

Analytics Vidhya

MARCH 14, 2023

This article explains one Data Science Project related to […] The post Cricket Meets Data Science: Creating an IPL Win Prediction App appeared first on Analytics Vidhya. With the sport’s increasing popularity, there has been a growing demand for accurate predictions of the outcome of the games.

Data Science 319

Data Science Explainability Python Machine Learning 319

Analytics Vidhya

OCTOBER 17, 2021

This article was published as a part of the Data Science Blogathon Introduction The waterfall chart is a 2-Dimensional chart that is specially used to understand the effects of incremental positive and negative changes over time or over multiple steps or a variable.

Explainability 349

Explainability Data Science Python 349

AI News

NOVEMBER 13, 2024

Business Analyst: Digital Director for AI and Data Science Business Analyst: Digital Director for AI and Data Science is a course designed for business analysts and professionals explaining how to define requirements for data science and artificial intelligence projects.

Prompt Engineering 296

Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 296

Analytics Vidhya

SEPTEMBER 2, 2021

This article was published as a part of the Data Science Blogathon Introduction In today’s world, the communication network is expanding at a very fast rate. The amount of data generated on the internet is increasing, and as a result, datasets are becoming more complex. It is important […].

Explainability 361

Explainability Data Science Python 361

Analytics Vidhya

AUGUST 22, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction The purpose of this article is to understand what is granger. The post Granger Causality in Time Series – Explained using Chicken and Egg problem appeared first on Analytics Vidhya.

Explainability 372

Explainability Data Science Algorithm Python 372

Analytics Vidhya

OCTOBER 24, 2020

This article was published as a part of the Data Science Blogathon. Introduction This Article Covers the use of an Explainable AI framework(Lime, Shap). The post Unveiling the Black Box model using Explainable AI(Lime, Shap) Industry use case. appeared first on Analytics Vidhya.

Explainable AI 342

Explainable AI Explainability Data Science AI 342

Analytics Vidhya

FEBRUARY 22, 2022

This article was published as a part of the Data Science Blogathon. The post Explaining Text Generation with LSTM appeared first on Analytics Vidhya. An end-to-end guide on Text generation using LSTM Source: develop-paper […].

Explainability 316

Explainability Data Science Data Mining Python 316

Analytics Vidhya

JULY 22, 2022

This article was published as a part of the Data Science Blogathon. Introduction The big data industry is growing daily and needs tools to process vast volumes of data. The post Apache Kafka Architecture and Use Cases Explained appeared first on Analytics Vidhya.

Explainability 336

Explainability Big Data Data Science 336

Analytics Vidhya

DECEMBER 21, 2020

This article was published as a part of the Data Science Blogathon. The post Model Risk Management And the Role of Explainable Models(With Python Code) appeared first on Analytics Vidhya. Photo by h heyerlein on Unsplash Introduction Similar to rule-based mathematical.

Explainability 353

Explainability Python Data Science Machine Learning 353

Analytics Vidhya

JULY 1, 2022

This article was published as a part of the Data Science Blogathon. The post Applications of Data Science Tools in Biopharmaceutical Industry appeared first on Analytics Vidhya. AIL is increasingly capable of predictive analytics and […]. AIL is increasingly capable of predictive analytics and […].

Data Science 271

Data Science Artificial Intelligence Artificial Intelligence Machine Learning 271

Analytics Vidhya

OCTOBER 31, 2022

This article was published as a part of the Data Science Blogathon. The post Explainable Artificial Intelligence (XAI) for AI & ML Engineers appeared first on Analytics Vidhya.

ML Engineer 336

ML Engineer Artificial Intelligence Artificial Intelligence Explainability 336

Analytics Vidhya

AUGUST 2, 2022

This article was published as a part of the Data Science Blogathon. Introduction In the modern day, where there is a colossal amount of data at our disposal, using ML models to make decisions has become crucial in sectors like healthcare, finance, marketing, etc. Many ML models are black boxes since it is difficult to […].

Explainable AI 291

Explainable AI Explainability Data Science ML 291

Analytics Vidhya

MAY 14, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. The post StyleGAN Explained in Less Than Five Minutes appeared first on Analytics Vidhya. About: StyleGAN Generative Adversarial Networks (GAN) are a somewhat new.

Explainability 306

Explainability Data Science Computer Vision 306

Analytics Vidhya

MAY 21, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This blog mainly tells the story of the Machine Learning. The post Machine Learning Life-cycle Explained! appeared first on Analytics Vidhya.

Machine Learning 269

Machine Learning Explainability Data Science 269

Analytics Vidhya

APRIL 24, 2024

further in this article, we will explore 100 essential deep learning terms, making complex ideas approachable and empowering you to […] The post 100 Deep Learning Terms Explained appeared first on Analytics Vidhya. This glossary is here to bridge the gap.

Deep Learning 315

Deep Learning Explainability Data Science 315

Analytics Vidhya

JUNE 12, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Agglomerative Clustering using Single Linkage (Source) As we all know, The post Single-Link Hierarchical Clustering Clearly Explained! appeared first on Analytics Vidhya.

Explainability 271

Explainability Data Science Algorithm ML 271

Analytics Vidhya

JANUARY 25, 2022

This article was published as a part of the Data Science Blogathon. Source: Designed by Freepik Introduction We are living in a world where data is collected at every transaction, be it taking a cab ride, online shopping details of what was bought and how much was bought, there are reminders for getting our vehicles […].

Explainability 269

Explainability Python Data Science NLP 269

Analytics Vidhya

OCTOBER 8, 2021

This article was published as a part of the Data Science Blogathon Introduction to Dynamic Time Wraping The Time series classification is a very common task where you will have data from various domains like Signal processing, IoT, human activity, and more and the ultimate aim is to train a specific model so that it can […].

Explainability 291

Explainability Python Data Science 291

Analytics Vidhya

MAY 5, 2024

7B Explained appeared first on Analytics Vidhya. It is designed for a variety of code and natural language generation tasks. The 7B model is part of the Gemma family and is further trained on more than 500 billion tokens […] The post Is Coding Dead? Google’s CodeGemma 1.1

Explainability 327

Explainability Large Language Models AI Tools Deep Learning 327

IBM Journey to AI blog

SEPTEMBER 19, 2023

Though you may encounter the terms “data science” and “data analytics” being used interchangeably in conversations or online, they refer to two distinctly different concepts. Meanwhile, data analytics is the act of examining datasets to extract value and find answers to specific questions.

Data Science 236

Data Science Data Scientist Machine Learning Data Mining 236

Analytics Vidhya

JUNE 27, 2022

This article was published as a part of the Data Science Blogathon. Introduction You might be wandering in the vast domain of AI, and may have come across the word Exploratory Data Analysis, or EDA for short. The post A Guide to Exploratory Data Analysis Explained to a 13-year-old! Well, what is it?

Data Analysis 290

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Analytics Vidhya

MARCH 29, 2022

This article was published as a part of the Data Science Blogathon. Introduction to Linear Regression Image 1: Sales vs Budget data with a linear model representation Linear regression is a statistical method that presumes a linear relationship between the input and the output variables.

Explainability 271

Explainability Data Science Machine Learning 271

Analytics Vidhya

APRIL 30, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Here’s a quick guide explaining everything at a place! In this blog, I’ll provide a brief rundown of. The post Getting started with Deep Learning? appeared first on Analytics Vidhya.

Deep Learning 286

Deep Learning Explainability Data Science 286

Analytics Vidhya

MAY 14, 2023

Thus, understanding the disparity between two fundamental algorithms, Regression vs Classification, becomes essential. […] The post Regression vs Classification in Machine Learning Explained! appeared first on Analytics Vidhya.

Machine Learning 318

Machine Learning Explainability Data Scientist Algorithm 318

Towards AI

FEBRUARY 10, 2025

We have all been seeing the transformation of data science from being used extensively in technical domains for analysis to being used as an excellent tool for solving social and global issues. This advanced application of data science for humanitarian aid would bring us closer to society and change the world.

Data Science 98

Data Science Machine Learning Natural Language Processing NLP 98

Analytics Vidhya

JUNE 22, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This article aims to explain Convolutional Neural Network and how. The post Building a Convolutional Neural Network Using TensorFlow – Keras appeared first on Analytics Vidhya.

Convolutional Neural Networks 400

Convolutional Neural Networks Neural Network Data Science Explainability 400

Cassie Kozyrkov

FEBRUARY 15, 2023

A practical recipe for how to pick a model’s complexity sweet spot… Continue reading on Towards Data Science »

Explainability 245

Explainability Data Science Artificial Intelligence Artificial Intelligence 245

Analytics Vidhya

APRIL 9, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction A linear regression model attempts to explain the relationship. The post Gradient Descent in Linear Regression appeared first on Analytics Vidhya.

Data Science 383

Data Science Explainability Algorithm 383

Flipboard

MARCH 27, 2025

Zarek Drozda, director of the nonprofit Data Science for Everyone, says his organization has seen interest in offering AI and data science coursework increase among school districts, with the number of states launching data initiatives increasing from one to 29 over the past four years.

Artificial Intelligence 151

Artificial Intelligence Artificial Intelligence Data Science AI 151

Analytics Vidhya

SEPTEMBER 16, 2022

Introduction Data science is a practical subject that the experts can best explain in the field. To provide our community with a better understanding of how different elements of the subject are used in different domains, Analytics Vidhya has launched our DataHour sessions.

Data Science 388

Data Science Explainability Deep Learning 388

Analytics Vidhya

OCTOBER 10, 2022

This article was published as a part of the Data Science Blogathon. We will learn everything from scratch, and I will explain every […]. Introduction In this article, we will create a Mask v/s No Mask classifier using CNN and Machine Learning Classifiers. It will detect whether a person is wearing a face mask or not.

Machine Learning 393

Machine Learning Data Science Explainability Deep Learning 393