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Lecture 4 of 20
Data type conversions using pandas
Course Content
0 / 20 completedSection 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
2mNow Playing
Working with dates using pandas
3m
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