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
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