Tutorial: Exploratory Data Analysis in Python
Struggling with new datasets? Learn how to systematically analyze any dataset using Python and pandas! Follow along as we explore real HR data and uncover meaningful insights using professional data science techniques. This video is part of Course 2 in the Python, SQL, Tableau for Data Science Professional Certificate on Coursera, where you'll learn complete data exploration and analysis techniques.
📊 What you'll learn:
Initial data exploration
Descriptive statistics
Pattern identification
Outlier detection & analysis
Data cleaning techniques
Professional workflow tips
🐍 Python methods covered:
pandas.read_csv()
.head()
.info()
.describe()
.groupby()
Custom functions
⏱️ Timestamps:
0:00 Introduction
0:49 Loading Data
0:57 Initial Inspection
1:33 Data Cleaning
2:02 Descriptive Statistics
2:51 Categorical Analysis
3:35 Pattern Discovery
4:14 Outlier Detection
6:46 Tutorial Summary
📚 Want the full course?
Learn Python, SQL, and Tableau in our comprehensive Professional Certificate on Coursera:
→ 100+ hands-on exercises
→ Real-world projects
→ Beginner to job-ready
Start today: https://bit.ly/4ftYq50
🔔 Subscribe for weekly data science tutorials! Hit the notification bell to stay updated.
#DataScience #Python #DataAnalysis #PandasTutorial #DataAnalytics #Programming #LearnPython
En esta página del sitio puede ver el video en línea Tutorial: Exploratory Data Analysis in Python de Duración hora minuto segunda en buena calidad , que subió el usuario Coursera 08 agosto 2025, comparta el enlace con amigos y conocidos, en youtube este video ya ha sido visto 726 veces y le gustó 13 a los espectadores. Disfruta viendo!
