Analytics Vidhya

JUNE 10, 2023

However, analyzing large amounts of data can be a time-consuming and daunting task. 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? That’s where automation comes into play.

Data Analysis 96

Data Analysis Data Analysis AI AI 96

Analytics Vidhya

JULY 15, 2023

Introduction SQL (Structured Query Language) is a powerful data analysis and manipulation tool, playing a crucial role in drawing valuable insights from large datasets in data science. To enhance SQL skills and gain practical experience, real-world projects are essential.

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SQL Data Analysis Data Analysis Data Science 97

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?

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Data Analysis Data Analysis Data Science Python 126

FlowingData

SEPTEMBER 27, 2022

To teach, learn, and measure the process of analysis more concretely, Lucy D’Agostino McGowan, Roger D. Hicks explain their work in the Journal of Computational and Graphical Statistics : The design principles for data analysis are qualities or characteristics that are relevant to the analysis and can be observed or measured.

Data Analysis 125

Data Analysis Data Analysis Data Visualization Data Analyst 125

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.

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Data Analysis Data Analysis Artificial Intelligence Artificial Intelligence 89

Analytics Vidhya

JUNE 23, 2023

Introduction Data analysis and visualization are powerful tools that enable us to make sense of complex datasets and communicate insights effectively. In this immersive exploration of real-world conflict data, we delve deep into the gritty realities and complexities of conflicts.

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Data Analysis Data Analysis Analytics Analytics 96

Analytics Vidhya

JUNE 19, 2023

With just a few lines of code, you can tap into the vast knowledge […] The post Revamp Data Analysis: OpenAI, LangChain & LlamaIndex for Easy Extraction appeared first on Analytics Vidhya.

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Data Analysis Data Analysis Analytics Analytics 129

ODSC - Open Data Science

SEPTEMBER 15, 2023

From uncovering hidden patterns to providing actionable recommendations, generative AI’s proficiency in data analytics heralds a new era where innovation spans the spectrum from artistic expression to informed business strategies. So let’s take a brief look at some examples of how generative AI can be used for data analytics.

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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. But we tend to forget that before applying those […].

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Exploratory Data Analysis Data Analysis Data Analysis Data Science 128

Smart Data Collective

OCTOBER 16, 2023

Data visualization techniques like the box plot are instrumental in modern data analysis. They provide a comprehensive visual representation of a data set’s distribution and spread. Altogether, box plots are a powerful tool to understand and compare your data.

Data Analysis 97

Data Analysis Data Analysis Data Visualization Big Data 97

Analytics Vidhya

JULY 14, 2023

Introduction As business data is growing more complicated with each passing day, advanced methods for understanding it are required. Traditional data analysis methods relied heavily on manual processes and limited computational capabilities. However, a new era has dawned with the emergence of AI tools.

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Data Analysis Data Analysis AI AI 74

KDnuggets

AUGUST 8, 2023

This article discusses the importance of geospatial analysis and introduces five essential Python packages for effectively handling and visualizing valuable insights from geospatial data.

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Python Data Analysis Data Analysis 193

Flipboard

SEPTEMBER 3, 2023

If you would like to set up a local GPT large language model for private and secure data analysis it might be worth your while learning more about DB-GPT

Data Analysis 116

Data Analysis Data Analysis Computer Science Computer Science 116

Analytics Vidhya

OCTOBER 10, 2022

Introduction Exploratory Data Analysis, or EDA, examines the data and identifies potential relationships between variables using numerical summaries and visualisations. We use summary statistics and graphical tools to get to know our data and understand what we may deduce from them during EDA. […].

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Exploratory Data Analysis Data Analysis Data Analysis EDA 100

Analytics Vidhya

JULY 24, 2022

Introduction Any data science task starts with exploratory data analysis to learn more about the data, what is in the data and what is not. Having knowledge of different pandas functions certainly helps to complete the analysis in time. Therefore, I have listed […].

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Data Analysis Data Analysis Exploratory Data Analysis Data Science 135

Analytics Vidhya

JUNE 2, 2022

This article was published as a part of the Data Science Blogathon. Introduction Data Analysis is one major part that you must master before learning or diving into the machine learning algorithms section because data analysis is a process to explore the data to get a better understanding of data.

Data Analysis 104

Data Analysis Data Analysis Python Data Science 104

Analytics Vidhya

JULY 31, 2022

Introduction to EDA The main objective of this article is to cover the steps involved in Data pre-processing, Feature Engineering, and different stages of Exploratory Data Analysis, which is an essential step in any research analysis. Data pre-processing, Feature Engineering, and EDA are fundamental early […].

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Exploratory Data Analysis EDA Data Analysis Data Analysis 140

KDnuggets

OCTOBER 4, 2019

This is it: the last SQL guide for data analysis you'll ever need! OK, maybe it’s actually the first. But it’ll give you a solid head start.

Data Analysis 248

Data Analysis Data Analysis SQL Data Science 248

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.

Data Analysis 102

Data Analysis Data Analysis Machine Learning Machine Learning 102

Analytics Vidhya

NOVEMBER 24, 2021

Table of Contents Introduction 15 Essential Excel Data Analysis Functions Methods for Data Analysis in Excel Data Analysis with Microsoft Excel Simple Linear Regression Model in Microsoft Excel Dataset Introduction to Excel for Data Analysis Data analysis is the process of […].

Data Analysis 128

Data Analysis Data Analysis Data Science Analytics 128

Analytics Vidhya

MARCH 20, 2021

ArticleVideo Book This article discusses Machine Learning in Geographic Information System GIS, in other words, Machine Learning for spatial data analysis. The post Introducing Machine Learning for Spatial Data Analysis appeared first on Analytics Vidhya. Usually, we can.

Machine Learning 143

Machine Learning Machine Learning Data Analysis Data Analysis 143

Analytics Vidhya

APRIL 6, 2022

Introduction Exploratory Data Analysis is a method of evaluating or comprehending data in order to derive insights or key characteristics. EDA can be divided into two categories: graphical analysis and non-graphical analysis. EDA is a critical component of any data science or machine learning process.

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Exploratory Data Analysis EDA Data Analysis Data Analysis 116

Analytics Vidhya

SEPTEMBER 17, 2022

The post Exploratory Data Analysis of Zomato Bangalore Restaurants appeared first on Analytics Vidhya. Introduction With the rise of meal delivery services, everyone can now enjoy their favorite restaurant food from the comfort of their own home. Giant food aggregators and food shipping companies like Zomato have made it feasible.

Exploratory Data Analysis 109

Exploratory Data Analysis Data Analysis Data Analysis Data Science 109

Towards AI

OCTOBER 12, 2023

Adding to your data science productivity toolbox Dall-E image: impressionist painting in oil colors of a data visualization bar chart GPT-4’s Advanced Data Analysis tool (ADA) is an essential tool to add to your data science toolbox, allowing complex datasets to be understood quickly and efficiently.

Data Analysis 84

Data Analysis Data Analysis Data Science Data Visualization 84

Analytics Vidhya

JUNE 17, 2022

Introduction to Geospatial Data Analysis Geospatial data is any type of data that has certain geographic factors like latitude, longitude, etc. The post A Beginner’s Guide to Geospatial Data Analysis appeared first on Analytics Vidhya.

Data Analysis 101

Data Analysis Data Analysis Data Science Analytics 101

Flipboard

MAY 23, 2023

Microsoft's hefty investment in artificial intelligence chatbots is finding its way into data analysis. Following its reported $13 billion investment …

Data Analysis 98

Data Analysis Data Analysis Artificial Intelligence Artificial Intelligence 98

Analytics Vidhya

JULY 13, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Overview This article provides an overview of data analysis using SQL, The post Beginner’s Guide For Data Analysis Using SQL appeared first on Analytics Vidhya.

Data Analysis 123

Data Analysis Data Analysis SQL Data Science 123

IBM Journey to AI blog

SEPTEMBER 29, 2023

Visit the IBM Event Automation website and request a demo [1] IDC, Implications of Economic Uncertainty on Real-Time Streaming Data and Analytics , Doc # US49928822, Dec 2022 The post Real-time transaction data analysis with IBM Event Automation appeared first on IBM Blog.

Data Analysis 112

Data Analysis Data Analysis SQL Analytics 112

Analytics Vidhya

AUGUST 19, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Photo by fauxels from Pexels What is Exploratory Data Analysis? The post Exploratory Data Analysis and Visualization Techniques in Data Science appeared first on Analytics Vidhya. Exploratory.

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Analytics Vidhya

AUGUST 25, 2022

The post Using AWS Athena and QuickSight for Data Analysis appeared first on Analytics Vidhya. This blog post will walk you through the necessary steps to achieve this using Amazon services and tools. Amazon’s perfect combination of […].

Data Analysis 126

Data Analysis Data Analysis AWS Data Science 126

Data Science Dojo

JANUARY 22, 2023

In this blog, we will discuss exploratory data analysis, also known as EDA, and why it is important. We will also be sharing code snippets so you can try out different analysis techniques yourself. This can be useful for identifying patterns and trends in the data. So, without any further ado let’s dive right in.

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Analytics Vidhya

FEBRUARY 8, 2022

Overview Understanding how EDA is done in Python Various steps involved in the Exploratory Data Analysis Performing EDA on a given dataset Introduction Exploratory data analysis popularly known as EDA is a process of performing some initial investigations on the dataset to discover the structure and the content of the given dataset.

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Analytics Vidhya

MAY 5, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction If you are an aspiring Data Analyst / Data. The post A Comprehensive Guide to Data Analysis using Pandas: Hands-On Data Analysis on IMDB movies data appeared first on Analytics Vidhya.

Data Analysis 117

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Data Science Dojo

JUNE 21, 2023

They skilfully transmute raw, overwhelming data into golden insights, driving powerful marketing strategies. And that, dear friends, is what we’re delving into today – the captivating world of data analysis in marketing. Data analysis in marketing is like decoding a treasure map. And guess what?

Data Analysis 97

Data Analysis Data Analysis Predictive Analytics Analytics 97

Analytics Vidhya

NOVEMBER 3, 2021

This article was published as a part of the Data Science Blogathon What is EDA(Exploratory data analysis)? Exploratory data analysis is a great way of understanding and analyzing the data sets. The post Exploratory Data Analysis on UBER Stocks Dataset appeared first on Analytics Vidhya.

Exploratory Data Analysis 104

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Dataversity

AUGUST 3, 2023

In our increasingly data-driven world, the ability to analyze data has become a valuable skill. Data analysis skills empower us to make informed decisions, uncover hidden patterns, and extract meaningful insights.

Data Analysis 52

Data Analysis Data Analysis Machine Learning Machine Learning 52

Analytics Vidhya

SEPTEMBER 8, 2022

The post Exploratory Data Analysis (EDA) on Lead Scoring Dataset appeared first on Analytics Vidhya. Leads are generally captured by tracking the user’s actions, like how much they visit the website, asking them to fill up some forms, etc. Leads […].

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