Analytics Vidhya

JANUARY 25, 2024

In this guide, we will walk you through a typical academic data analysis workflow, […] The post Guide to Academic Data Analysis With Julius AI appeared first on Analytics Vidhya. However, with the right approach and tools, transforming data into meaningful knowledge is an immensely rewarding experience.

Analytics 311

Analytics 311

Analytics Vidhya

MARCH 27, 2024

This challenge has led to the development of AllHands, an innovative framework designed by a collaborative […] The post Microsoft’s AllHands Aims to Transform Feedback Analysis appeared first on Analytics Vidhya.

Analytics 296

Analytics Deep Learning Machine Learning Data Science 296

Analytics Vidhya

FEBRUARY 28, 2023

Before model construction, we need to analyze and understand the data to identify the hidden patterns that come under the data analysis. Whatsapp Chat Data Analysis is a data analysis-based engine where […] The post WhatsApp Chat Analysis: End-to-End Data Analysis Project with Deployment appeared first on Analytics Vidhya.

Machine Learning 323

Machine Learning Modeling Analytics 323

Analytics Vidhya

MAY 24, 2022

Introduction on RFM analysis RFM and Market Basket Analysis is one of the applications of machine learning in the ecommerce and retail sector. The post Market Basket Analysis Based on RFM Analysis appeared first on Analytics Vidhya.

Marketing 356

Marketing Machine Learning Data Science Publishing 356

Analytics Vidhya

DECEMBER 29, 2023

This linguistic analysis stands for LlamaIndex, a tool that transcends methods, providing a dynamic lens through which we can […] The post Decoding Language Dynamics: Advanced Linguistic Analysis with LlamaIndex appeared first on Analytics Vidhya.

Technology 288

Technology Analytics 288

Analytics Vidhya

SEPTEMBER 26, 2022

Introduction Sentiment Analysis is key to determining the emotion of the reviews given by the customer. Sentiment analysis is mainly used in e-commerce platforms or any platform which requires customer opinion to make people express their experience of that product or a thing. […].

Data Science 366

Data Science Publishing Analytics 366

Analytics Vidhya

SEPTEMBER 30, 2023

Sentiment analysis on customer care audio data acts as a powerful tool for achieving this goal. In this comprehensive guide, we […] The post Decoding Customer Care Sentiments: Comprehensive Audio Analysis Guide appeared first on Analytics Vidhya.

Interactive 323

Interactive Analytics 323

Analytics Vidhya

SEPTEMBER 25, 2023

Introduction Welcome to the world of customer feedback analysis, where the unmined wealth of customer opinions can shape your business’s triumph. In today’s cutthroat competition and with large language models, comprehending customer thoughts is no longer a luxury but a necessity.

Modeling 335

Modeling Analytics Machine Learning 335

Analytics Vidhya

JULY 27, 2023

Introduction Geospatial analysis for flood resilience uses location-based data to solve complex problems in urban planning, environmental management, and public health. It reveals hidden connections and trends, helping us make better decisions for resource allocation and improving our lives.

Management 270

Management Analytics IT 270

Analytics Vidhya

APRIL 6, 2023

Given a student’s performance using big organizations and institutions, it can be difficult to come up with a Student performance analysis and prediction system that is accurate across all models. […] The post Student Performance Analysis and Prediction appeared first on Analytics Vidhya.

Finance 305

Finance Modeling Marketing Analytics 305

Analytics Vidhya

OCTOBER 2, 2022

The post Sentiment Analysis Using VADER appeared first on Analytics Vidhya. Suppose, if the customer does not like the product, you may have to work on the product to make it more efficient. So, for you to identify this, you will be […].

Data Science 357

Data Science Publishing Analytics IT 357

Analytics Vidhya

NOVEMBER 2, 2023

Introduction Statistical analysis means investigating trends, patterns, and relationships using quantitative data. To draw valid results, statistical analysis requires planning from the start of the research process. It is a crucial research tool used by scientists, governments, businesses, and other organizations.

Statistics 301

Statistics Analytics IT 301

Analytics Vidhya

OCTOBER 19, 2023

In this article, we will explore the features and […] The post LlamaIndex vs LangChain: A Comparative Analysis appeared first on Analytics Vidhya. Two prominent tools, LlamaIndex and LangChain, have emerged as powerful options for improving the interaction and functionality of these models.

Interactive 323

Interactive Modeling Analytics IT 323

Analytics Vidhya

SEPTEMBER 30, 2022

The post Analysis of Australian Shark Attacks appeared first on Analytics Vidhya. After searching for a long time, I got a dataset on Shark Attacks in Australia. This dataset contains about 1,100 + shark bites and attempted shark bites between 1791 and early 2022, […].

Data Science 394

Data Science Publishing Analytics Machine Learning 394

Analytics Vidhya

OCTOBER 25, 2023

One of the silent heroes behind this transformation is the application of Large Language Models (LLMs) in the field of medical , health domain and mainly in text analysis. This article […] The post The Impact of Large Language Models on Medical Text Analysis appeared first on Analytics Vidhya.

Modeling 335

Modeling Technology Analytics 335

Analytics Vidhya

APRIL 1, 2022

Introduction We can clearly see that sentiment analysis is getting more and more popular as e-commerce, SaaS solutions, and digital technologies advance. We’ll also discuss the analysis’ […]. The post A Comprehensive Overview of Sentiment Analysis appeared first on Analytics Vidhya.

Data Science 400

Data Science Publishing Technology Analytics 400

Analytics Vidhya

MARCH 26, 2024

Introduction Linear Discriminant Analysis (LDA) is a supervised technique used for maximizing class separability. Linear Discriminant Analysis (LDA) seeks to identify the feature subspace that maximizes the separation between classes. […] The post Comprehensive Guide on Linear Discriminant Analysis appeared first on Analytics Vidhya.

Modeling 143

Modeling Analytics 143

Analytics Vidhya

SEPTEMBER 26, 2022

The post Sentiment Analysis with NLP appeared first on Analytics Vidhya. Have you ever wondered how your Smartphones and your personal computers interact? That is where NLP comes into the picture. In simple terms, NLP helps to teach computers to […].

Interactive 348

Interactive Data Science Publishing Analytics 348

Analytics Vidhya

JUNE 10, 2023

With the help of frameworks like Langchain and Gen AI, you can automate your data analysis and save valuable time. In […] The post How to Automate Data Analysis with Langchain? However, analyzing large amounts of data can be a time-consuming and daunting task. That’s where automation comes into play.

Analytics 314

Analytics Modeling 314

Analytics Vidhya

MARCH 17, 2022

Photo by Kanchanara on Unsplash Table of Contents Introduction Gentle Overview What is Time Series Analysis? Types of analysis ARIMA Moving Average Exponential Smoothing Heard of DogeCoin? The post DogeCoin Prediction Using Time Series Analysis appeared first on Analytics Vidhya.

Machine Learning 400

Machine Learning Data Science Publishing Analytics 400

Analytics Vidhya

NOVEMBER 27, 2022

Introduction Which language do we use when it comes to data analysis? But there is one more language for data analysis which is growing rapidly. The post An Introduction to Julia for Data Analysis appeared first on Analytics Vidhya. Of course, Python, isn’t it?

Data Science 399

Data Science Publishing Analytics IT 399

Analytics Vidhya

MAY 29, 2022

Introduction on RFM Analysis This article aims to take you through the important concept of Customer Segmentation using RFM Analysis and how it can be done using machine learning. The algorithms we will be using are RFM analysis and comparing it with the […].

Machine Learning 361

Machine Learning Data Science Publishing Analytics 361

Analytics Vidhya

JUNE 22, 2023

Introduction Time series analysis of data is not just a collection of numbers, in this case Netflix stocks. Like a mystical thread, it captures the ebb and flow of events, the rise and fall of trends, and the emergence […] The post Time Series Analysis of Netflix Stocks with Pandas appeared first on Analytics Vidhya.

Analytics 322

Analytics IT Data Science 322

Analytics Vidhya

JUNE 19, 2022

Introduction on SQL In this article, we will see how to use SQL statements for data analysis. Data analysis can be done on only single tables or on multiple tables. In this particular article, we will mainly focus on only a single table analysis. […].

Data Science 365

Data Science Publishing Analytics 365

Analytics Vidhya

JUNE 18, 2022

SQL queries are used for querying tables in the process of data analysis. […]. The post Multi-Table Analysis with MYSQL appeared first on Analytics Vidhya. Learning SQL is very important nowadays. It is a very popular technology that most companies are using.

Data Science 390

Data Science Publishing Technology Analytics 390

Analytics Vidhya

SEPTEMBER 22, 2022

Introduction Principal Component Analysis, or PCA, is a dimensionality-reduction method frequently used to reduce the dimensionality of big data sets by reducing a large collection of variables into a smaller set that retains the majority of the information in the large set. Reduced […].

Big Data 323

Big Data Data Science Publishing Analytics 323

Analytics Vidhya

OCTOBER 19, 2022

Introduction Cough Audio analysis, one of the breakthroughs of AI in healthcare, often proves valuable in diagnosing respiratory and lung diseases. Cough sound analysis is […]. The post COVID-19 Diagnosis with Cough Audio Analysis appeared first on Analytics Vidhya.

Data Science 399

Data Science Publishing Analytics IT 399

Analytics Vidhya

JULY 6, 2022

The post Sentiment Analysis Using Python appeared first on Analytics Vidhya. In today’s world, it is crucial for organizations to dig into these opinions and get insights about their products or services. However, this data […].

Data Science 337

Data Science Publishing Analytics IT 337

Analytics Vidhya

MAY 16, 2022

Introduction on Exploratory Data Analysis When we start with data science we all want to dive in and apply some cool sounding algorithms like Naive Bayes, XGBoost directly to our data and expects to get some magical results. The post An Exploratory Data Analysis Guide for Beginners appeared first on Analytics Vidhya.

Data Science 399

Data Science Publishing Analytics 399

Analytics Vidhya

JULY 7, 2023

A new cutting-edge innovation is introducing a GenAI-powered data analysis […] The post Introducing PandasAI: A GenAI-powered Data Analysis Library appeared first on Analytics Vidhya. Companies are trying to see how to make the most of these innovations, such as ChatGPT. This will help any business take a competitive advantage.

Analytics 304

Analytics Modeling 304