Manupuri Nithinnithinmanupuri.hashnode.dev·Apr 10, 2024Exploratory Data Analysis (EDA)what is EDA? EDA is the studying of data and using data exploring techniques to understand the various aspects of data. In Eda we make sure data will be in clean (if any raw data is present, we identify the missing data and handle that data by using ...Discussexploratory data analysis
MuskanforMuskan's team blogmuskanblogs.hashnode.dev·Apr 6, 2024Exploratory Data Analysis: Unveiling Insights from Raw DataIn the vast landscape of data science, one crucial stage stands out as the foundation upon which insights and discoveries are built – Exploratory Data Analysis (EDA). At its core, EDA is the art and science of peeling back the layers of raw data to u...Discussvisualization methods
TUMMALAGUNTA SAI SRI HARSHITHAssharshi.hashnode.dev·Feb 19, 2024Demystifying Data Science: An Introduction to the World of Data Exploration and AnalysisIntroduction: Welcome to the age of data! In today's digital world, data is ubiquitous, flowing in from various sources at an unprecedented pace. Amidst this data deluge lies a treasure trove of insights waiting to be discovered. This is where the fi...Discuss·11 likesData Science
Utkarsh KantProkantschants.com·Jan 30, 2024The Complete Guide to Encoding Categorical FeaturesIntroduction In the world of data analysis and machine learning, data comes in all shapes and sizes. Categorical data is one of the most common forms of data that you will encounter in your data science journey. It represents discrete, distinct categ...Discuss·482 readsData FundamentalsMachine Learning
Donald Tuckerblog.dtucker.xyz·Jan 19, 2024Online Retail Exploratory Data Analysis with PythonGaining some practice performing exploratory data analysis, since this is often one of the first steps in preparing data for machine learning. Links: Jupyter notebook Tableau dashboard visualization Here are some major steps Load the dataset Perf...DiscussML ProjectsPython
Brian Githinjibriangithinji.hashnode.dev·Oct 13, 2023Exploratory Data Analysis using Data Visualization TechniquesDefinition Exploratory Data Analysis (EDA) refers to the process of using statistical and visualization techniques to come up with important aspects of the data for further analysis. Reasons for EDA To identify outliers, irrelevant data, and missing...Discussexploratory data analysis
Derrick Mbaraniderrickmbarani.hashnode.dev·Oct 11, 2023Exploratory Data Analysis using Data Visualization TechniquesWho doesn't like a good story? Exploratory Data Analysis (alias EDA) is the story-teller. It's a process that is aimed at answering the question, "What does the data tell us?" Data visualization is the movie. It translates the story into imagery, all...Discuss·1 likeexploratory data analysis
Njeri Gitomegracegitome.hashnode.dev·Oct 3, 2023Exploratory Data Analysis Ultimate GuideThe phrase "Data is the new gold", emphasizes the increasing value of data in today's world. When properly analyzed, data can uncover valuable insights that inform critical decisions and shape the future. In order to extract insights from data, one m...Discusseda
Toyinyayu.hashnode.dev·Aug 29, 2023The 9 Key Steps to Effective Data Analysis:Data analysis is a crucial process that empowers organizations to derive meaningful insights and make informed decisions. The following steps outline a comprehensive approach to successful data analysis: Define Objectives and Questions: Start by cle...Discuss·1 likeData Science
Uday Kiran Kavaturuudaykiran.tech·Jul 20, 2023Exploratory Data Analysis on Any DatasetI believe that data science can be done without machine learning, but the opposite is not possible. To do any bit of machine learning, we need to have a better and deeper understanding of the dataset at hand. The machine learning model is only as goo...Discuss·211 readsData Science
