Prakhar Kumarprakhartechinsights.hashnode.dev·Jul 25, 2024Exploratory Data Analysis (EDA): A Crucial Step Before Applying Machine LearningExploratory Data Analysis (EDA) is a fundamental process in the data science pipeline, performed before applying machine learning algorithms. It involves analyzing and summarizing the main characteristics of a dataset to gain insights, detect anomali...DiscussAI/ML Blog By Prakhareda
Vinoo Palayoorblog.vinootech.com·Jul 10, 2024Slicing with Pandas iloc and locIntroduction Pandas is an incredibly powerful library for data analysis. We can use Pandas to effectively get an initial snapshot of our data and explore it for features, and insights. It is sometimes confusing to understand the use of 2 key methods ...Discuss·1 like·26 readspandas
Shukurat Belloshukuratbello.hashnode.dev·Jul 3, 2024Exploratory Data Analysis of Sales DataIntroduction The retail sales dataset used for this Exploratory Data Analysis (EDA) contains comprehensive details of motorcycle sales transactions over a span of a few years. This dataset has 25 rows and 2823 columns. The objective of this report is...Discussdata analysis
Carlson Oranucarlson.hashnode.dev·Jun 30, 2024First Glance at Retail Sales Data: A Technical ReportIntroduction Greetings, data enthusiasts, welcome to the exciting world of retail sales data! Today, we are diving into a dataset from Kaggle that gives us a peek into the bustling world of retail transactions. This dataset, provided by Kyanyoga, inc...DiscussData Science
Arpan Mahatraarpanmahatra.hashnode.dev·Jun 29, 2024Employee Promotion Prediction using Decision Tree & Ensemble Learning AlgorithmsOne of the major problem any company faces is identifying the right employees for promotion. So, I looked for a human resource dataset with several input features and a boolean output feature on promotion. My final objective was to create a binary cl...Discuss·106 readssklearn
Daniele Frascadfrasca.hashnode.dev·May 22, 2024Integrate Kafka with a Serverless applicationWe are all working with the microservices pattern, or at least in a context with multiple teams where information exchange is necessary. Introduction In an event-driven-application setup, I usually see 3 main components to exchange messages: Apache ...Discussserverless
ABDULLAH AL ABIDalabid.hashnode.dev·May 20, 2024The Goals of Exploratory Data Analysis (EDA)In the realm of data science and statistics, Exploratory Data Analysis (EDA) serves as a fundamental step in understanding and preparing data for more sophisticated analysis. EDA provides a comprehensive initial assessment of the data's structure, re...DiscussGoals of eda
Silvester cheptumomugultum.hashnode.dev·May 7, 2024Exploratory data analysis with Tidyverse for a beginnerImagine you have been saving data on your shopping in an Excel file on your computer for a year. In December, you may want to see how you have been using your finances for the entire year. Well, that is what Exploratory data analysis helps you with. ...DiscussBeginner Developers
Tutort Academytutortacademy.hashnode.dev·Apr 17, 2024Mastering EDA In 7 Easy StepsExploratory Data Analysis (EDA) is a crucial phase in the Data Analysis Process that involves a comprehensive investigation into a dataset's inner details and characteristics. It aims to uncover patterns, understand the dataset's structure, and ident...DiscussData Science
Oyesina Oyerindeomogbolahantech.hashnode.dev·Mar 17, 2024Data Science Sunday Episode 10 for 2024Introduction Thanks to Everyone at Colab kaduna Data Science Sundays, most especially the convener Sanusi, and the facilitator Peter O. It was a moment we had Data scientists from across the globe, from Africa, Asia, South America etc all in one ca...Discussjohn Tukey