Pandas 2 Full Course Bdarija for Beginners | 2024 | Pandas 2 بالدارجة للمبتدئين
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Links mentioned:
https://github.com/guipsamora/pandas_...
https://www.statista.com/
https://kaggle.com/
Had Course Part mn Data Science Bootcamp, li ghadi nt3lmo fih mn python htal advanced machine learning algorithms, ghadi nkhdmo 3la case studies o hta 3la real data.
Shno ghadi nt3almo:
Reading a CSV file into a Pandas data frame
Retrieving data from Pandas data frames
Querying, sorting, and analyzing data
Merging, grouping, and aggregation of data
Extracting useful information from dates
Basic plotting using line and bar charts
Writing data frames to CSV files
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Chapters:
00:00 Intro and context
14:00 Retrieving data from a data frame
28:00 Analyzing data from data frames
41:30 Sorting rows using column values
57:40 Working with dates
01:04:00 Grouping and aggregation
01:08:00 Merging data from multiple sources
01:18:00 Writing data back to files
01:21:00 Bonus: Basic Plotting with Pandas
01:27:38 Summary and Further Reading
01:30:00 Resources