Mastering Exploratory Data Analysis (EDA) with Pandas in Python 📊
Learn how to perform effective Exploratory Data Analysis using Pandas in Python. This comprehensive tutorial covers essential techniques to uncover insights and visualize data easily. Don't forget to like, subscribe, and hit the notification bell!
Tech Talk with Tyler
146 views • Sep 5, 2024
About this video
In this comprehensive tutorial, we'll explore The topic of Exploratory Data Analysis with Pandas.
Don't forget to like, subscribe, and hit the notification bell for more insightful tutorials!
🔗 Relevant Links:
Python Cheat Sheet: https://tylerlcrawford.com/cheat-sheets/
🕒 Timestamps:
00:00 - Video Introduction
00:38 - Intro to EDA with Python
01:39 - Loading data with Python
02:54 - Understanding the Data
04:18 - Handling missing values
05:34 - Data Cleaning
07:25 - Data visualization with Pandas
09:25 - Exploring relationships in data
11:35 - Grouping and Aggregating Data
12:48 - Advanced EDA Techniques
15:10 - Outro
-------------------------------------------------
#PythonEDA, #PandasPython, #DataScience, #PythonDataAnalysis, #PythonTutorial, #EDATechniques, #ExploratoryDataAnalysis, #MissingValues, #DataCleaning, #PythonDataVisualization, #DataVisualization, #PandasLibrary, #PythonPandas, #DataAnalysisPython, #DataPreparation, #PythonForDataScience, #DataScienceTutorial, #DataExploration, #GroupingData, #AggregatingData, #AdvancedEDA, #DataRelationships, #PythonForBeginners, #DataAnalysisTutorial, #HandleMissingData, #DataScienceTools, #PythonCoding, #PythonProgramming, #LearnPython, #TechTalkWithTyler, #EDAPandas, #exploratorydataanalysis
Don't forget to like, subscribe, and hit the notification bell for more insightful tutorials!
🔗 Relevant Links:
Python Cheat Sheet: https://tylerlcrawford.com/cheat-sheets/
🕒 Timestamps:
00:00 - Video Introduction
00:38 - Intro to EDA with Python
01:39 - Loading data with Python
02:54 - Understanding the Data
04:18 - Handling missing values
05:34 - Data Cleaning
07:25 - Data visualization with Pandas
09:25 - Exploring relationships in data
11:35 - Grouping and Aggregating Data
12:48 - Advanced EDA Techniques
15:10 - Outro
-------------------------------------------------
#PythonEDA, #PandasPython, #DataScience, #PythonDataAnalysis, #PythonTutorial, #EDATechniques, #ExploratoryDataAnalysis, #MissingValues, #DataCleaning, #PythonDataVisualization, #DataVisualization, #PandasLibrary, #PythonPandas, #DataAnalysisPython, #DataPreparation, #PythonForDataScience, #DataScienceTutorial, #DataExploration, #GroupingData, #AggregatingData, #AdvancedEDA, #DataRelationships, #PythonForBeginners, #DataAnalysisTutorial, #HandleMissingData, #DataScienceTools, #PythonCoding, #PythonProgramming, #LearnPython, #TechTalkWithTyler, #EDAPandas, #exploratorydataanalysis
Video Information
Views
146
Likes
5
Duration
15:54
Published
Sep 5, 2024