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 282

Data Science Explainability Python Machine Learning 282

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 370

Explainability Data Science Big Data Python 370

Analytics Vidhya

JUNE 7, 2022

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

Explainability 357

Explainability DevOps Data Science 357

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.

Explainable AI 288

Explainable AI Explainability Data Science AI 288

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 340

Explainable AI Explainability Data Science AI 340

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 field is packed with powerful concepts, but remembering every term can be challenging.

Deep Learning 291

Deep Learning Explainability Data Science 291

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 360

Explainability Data Science Business Intelligence 360

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 259

Data Science Artificial Intelligence Artificial Intelligence Explainability 259

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.

Data Science 335

Data Science Deep Learning Explainability Machine Learning 335

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 328

Data Science Explainability Machine Learning Python 328

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 326

ML Engineer Artificial Intelligence Artificial Intelligence Explainability 326

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 327

Explainability Big Data Data Science 327

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 346

Explainability Data Science Python 346

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 295

Explainability Data Science Data Mining Python 295

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

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 351

Explainability Data Science Python 351

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

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

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 328

Explainable AI Explainability Data Science AI 328

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 248

Explainability Python Data Science NLP 248

Marktechpost

APRIL 29, 2024

Acquiring skills in data science enables professionals to unlock new opportunities for innovation and gain a competitive edge in today’s digital age. This article lists the top data science courses one should take to master the necessary skills and meet the growing demand for data expertise in various industries.

Data Science 128

Data Science Data Scientist Python Machine Learning 128

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

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 266

Explainability Data Science Machine Learning 266

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 286

Explainability Python Data Science 286

IBM Journey to AI blog

JULY 6, 2023

While data science and machine learning are related, they are very different fields. In a nutshell, data science brings structure to big data while machine learning focuses on learning from the data itself. What is data science? This post will dive deeper into the nuances of each field.

Data Science 200

Data Science Machine Learning Big Data Data Mining 200

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 276

Data Analysis Explainability Data Science AI 276

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 218

Machine Learning Explainability Data Science 218

Towards AI

OCTOBER 19, 2024

Yet, for all their sophistication, they often can’t explain their choices — this lack of transparency isn’t just frustrating — it’s increasingly problematic as AI becomes more integrated into critical areas of our lives. Enter Explainable AI (XAI), a field dedicated to making AI’s decision-making process more transparent and understandable.

Explainability 99

Explainability Explainable AI Natural Language Processing Prompt Engineer 99

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 241

Deep Learning Explainability Data Science 241

Towards AI

FEBRUARY 10, 2024

In this article, I want to explain to you several ways you can make your data science application stand out to employers and interviewers. If you look at my profile, most of the posts are about fundamental statistical and data science concepts. Your blog hasn’t got to be “groundbreaking.”

Data Science 99

Data Science Data Scientist Machine Learning Algorithm 99

Pickl AI

NOVEMBER 5, 2024

Summary: Data Science and AI are transforming the future by enabling smarter decision-making, automating processes, and uncovering valuable insights from vast datasets. Introduction Data Science and Artificial Intelligence (AI) are at the forefront of technological innovation, fundamentally transforming industries and everyday life.

Data Science 52

Data Science Artificial Intelligence Artificial Intelligence Machine Learning 52

Becoming Human

JANUARY 23, 2023

Data Science You heard this term most of the time all over the internet, as well this is the most concerning topic for newbies who want to enter the world of data but don’t know the actual meaning of it. I’m not saying those are incorrect or wrong even though every article has its mindset behind the term ‘ Data Science ’.

Data Science 105

Data Science Big Data Data Mining Computer Vision 105

ODSC - Open Data Science

NOVEMBER 30, 2023

Explainable AI might be the solution everyone needs to develop a healthier, more trusting relationship with technology while expediting essential medical care in a highly demanding world. What Is Explainable AI? Explainable AI (XAI) refers to AI that explains how, where, and why it produces decisions.

Explainable AI 94

Explainable AI Explainability Data Scientist Data Mining 94

Towards AI

MARCH 17, 2024

Alongside this, there is a second boom in XAI or Explainable AI. Explainable AI is focused on helping us poor, computationally inefficient humans understand how AI “thinks.” This article builds on the work of the XAI community. We will then explore some techniques for building glass-box or explainable models.

Explainable AI 95

Explainable AI Explainability Neural Network AI 95

Analytics Vidhya

OCTOBER 10, 2022

This article was published as a part of the Data Science Blogathon. Introduction In this article, we will create a Mask v/s No Mask classifier using CNN and Machine Learning Classifiers. We will learn everything from scratch, and I will explain every […].

Machine Learning 390

Machine Learning Explainability Data Science Deep Learning 390

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

Towards AI

MAY 6, 2024

A typical SHAP Plot — Image by Author In Part 1 of Data Science Case Study — Credit Default Prediction, we have talked about feature engineering, model training, model evaluation and classification threshold selection. This article is the continuation of Part 1. This is where model explainability comes into picture.

Data Science 63

Data Science Explainability Explainable AI Machine Learning 63