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Business Analytics for Beginners
Getting Started
Anaconda Installation
Launching the Jupyter Notebook (0:42)
Python in 5 minutes (5:31)
Introduction to the Pandas Module (0:36)
Building Blocks of Pandas - Series and DataFrame (5:02)
Check your understanding - Quiz
Understanding New Data
Data Understanding Steps (0:23)
Loading Excel and CSV files (6:19)
Viewing a data sample (2:23)
Row and Column Count (1:31)
Generating Concise Summaries (1:14)
Coding Exercise - Analysing Sales Incentives
Selecting and Indexing Data
Indexing and Slicing Data (7:40)
Column Operations 1 (4:41)
Column Operations 2 (5:04)
Working on Numeric and Categorical Data
Types of Statistical Data
Categorical Data - Frequency Count (2:33)
Categorical Data - Bar Plot (6:35)
Numeric Data - Summary Statistics (5:18)
Numeric Data - Measures of Central Tendency (11:21)
Numeric Data - Mathematical Operations (6:14)
Numeric Data - Histogram (6:23)
End-to-End Projects
Analyzing Supermarket Sales
Analyzing Student Performance
Analysing Online Courses
Final Project- Analyzing Employee Turnover
Row and Column Count
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