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Lessons List | 22 Lesson

Python Pandas Tutorial 1 What is Pandas python Introduction and Installation

Python Pandas Tutorial 1 What is Pandas python Introduction and Installation

Python Pandas Tutorial 2 Dataframe Basics

Python Pandas Tutorial 2 Dataframe Basics

Python Pandas Tutorial 3 Different Ways Of Creating DataFrame

Python Pandas Tutorial 3 Different Ways Of Creating DataFrame

Python Pandas Tutorial 4 Read Write Excel CSV File

Python Pandas Tutorial 4 Read Write Excel CSV File

Python Pandas Tutorial 5 Handle Missing Data fillna dropna interpolate

Python Pandas Tutorial 5 Handle Missing Data fillna dropna interpolate

Python Pandas Tutorial 6 Handle Missing Data replace function

Python Pandas Tutorial 6 Handle Missing Data replace function

Python Pandas Tutorial 7 Group By Split Apply Combine

Python Pandas Tutorial 7 Group By Split Apply Combine

Python Pandas Tutorial 8 Concat Dataframes

Python Pandas Tutorial 8 Concat Dataframes

Python Pandas Tutorial 9 Merge Dataframes

Python Pandas Tutorial 9 Merge Dataframes

Python Pandas Tutorial 10 Pivot table

Python Pandas Tutorial 10 Pivot table

Python Pandas Tutorial 11 Reshape dataframe using melt

Python Pandas Tutorial 11 Reshape dataframe using melt

Python Pandas Tutorial 12 Stack Unstack

Python Pandas Tutorial 12 Stack Unstack

Python Pandas Tutorial 13 Crosstab

Python Pandas Tutorial 13 Crosstab

Python Pandas Tutorial 14 Read Write Data From Database read sql to sql

Python Pandas Tutorial 14 Read Write Data From Database read sql to sql

Pandas Time Series Analysis Part 1 DatetimeIndex and Resample

Pandas Time Series Analysis Part 1 DatetimeIndex and Resample

Pandas Time Series Analysis Part 2 date range

Pandas Time Series Analysis Part 2 date range

Pandas Time Series Analysis 3 Holidays

Pandas Time Series Analysis 3 Holidays

Pandas Time Series Analysis 4 to datetime

Pandas Time Series Analysis 4 to datetime

Pandas Time Series Analysis 5 Period and PeriodIndex

Pandas Time Series Analysis 5 Period and PeriodIndex

Pandas Time Series Analysis 6 Timezone Handling

Pandas Time Series Analysis 6 Timezone Handling

Pandas Time Series Analysis 6 Shifting and Lagging

Pandas Time Series Analysis 6 Shifting and Lagging

Python Pandas Tutorial 15 Handle Large Datasets In Pandas | Memory Optimization Tips For Pandas

Python Pandas Tutorial 15 Handle Large Datasets In Pandas | Memory Optimization Tips For Pandas

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Course Description

Data Analysis with Python is delivered through lecture, hands-on labs, and assignments. It includes following parts: Data Analysis libraries: will learn to use Pandas DataFrames, Numpy multi-dimentional arrays, and SciPy libraries to work with a various datasets.

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