EDA Techniques for Data Analysis

Explore powerful Exploratory Data Analysis (EDA) techniques in this 32-minute conference talk from DevConf.CZ 2023. Dive into the critical first step of data analysis, covering data cleaning, visualization, and understanding datasets to drive insights and inform decision-making. Learn best practices for handling large datasets, discover popular data analysis libraries, and understand how to apply EDA techniques to various data types, including categorical, numerical, and time-series data. Gain valuable knowledge on using EDA to shape business strategies and improve decision-making processes. Presented by Akshay Ghodake, this talk covers an introduction to EDA, data cleaning and visualization techniques, statistical analysis methods, and practical applications in a business context.

Intro
Data Analysis
EDA and Data Analysis
Data Cleaning Techniques
Data Cleansing Techniques
Data Visualization Techniques
Data Libraries
Summary