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Lecture 7 of 20

Working with dates using pandas

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Section 1: From Beginner to Advanced pandas4 videos

Getting started with pandas

1m

Configuring options using pandas

1m

Top functions using pandas

3m

Intro to DataFrames using pandas

2m
Section 2: Introduction1 videos

Take pandas to the next level

1m
Section 3: Advanced Calculations5 videos

Data type conversions using pandas

2m

Working with dates using pandas

3mNow Playing

Working with strings using pandas

2m

Dealing with missing data using pandas

4m

Using the apply, map, and applymap functions

3m
Section 4: Transforming DataFrames4 videos

Groupby and aggregations using pandas

3m

Mapping variables into groups

3m

Merging (merge, join) and concatenating (concat) DataFrames

4m

Reshaping DataFrames with pivot or stack

5m
Section 5: Exploratory Data Analysis and Visualization2 videos

Correlations and statistical functions

4m

Plotting with pandas

4m
Section 6: Beyond pandas3 videos

Accelerate exploratory data analysis with pandas-profiling

4m

Beyond pandas with Dask and Koalas (Spark)

2m

Explore geographic data with GeoPandas

3m
Section 7: Conclusion1 videos

Your path forward using advanced pandas functions

1m