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Linkedin - Python For Data Science Tips Tricks And Techniques
- Date: 2025-07-15
- Size: 228 MB
- Files: 38
File Name
Size
1. Introduction/1. Discover new tips and tricks for Python.mp4
4.3 MB
1. Introduction/2. What you should know.mp4
382 kB
1. Introduction/3. Using the exercise files.mp4
3.1 MB
1. Introduction/4. Set up on Windows.mp4
6.4 MB
1. Introduction/5. Set up on Mac.mp4
4.9 MB
2. Ingesting Data/1. Working with JSON data.mp4
22 MB
2. Ingesting Data/2. Working with CSV files.mp4
7.6 MB
2. Ingesting Data/3. Working with Parquet files.mp4
23 MB
2. Ingesting Data/4. Reading data from GitHub API.mp4
14 MB
3. Exploring Data/1. Reading data with pandas.mp4
21 MB
3. Exploring Data/2. Inspecting DataFrames with pandas.mp4
9.3 MB
3. Exploring Data/3. Aggregating data with pandas.mp4
13 MB
3. Exploring Data/4. Exporting data with pandas.mp4
12 MB
4. Visualizing Data/1. Basic charts in Plotly.mp4
15 MB
4. Visualizing Data/2. Small multiples with Plotly.mp4
14 MB
4. Visualizing Data/3. Using color in Plotly.mp4
12 MB
4. Visualizing Data/4. Finishing your data visualizations in Plotly.mp4
13 MB
5. Conclusion/1. Next steps and additional resources.mp4
1.5 MB
Exercise Files/01_01.ipynb
12 kB
Exercise Files/01_02.ipynb
9.2 kB
Exercise Files/01_03.ipynb
2.4 MB
Exercise Files/01_04.ipynb
7.3 kB
Exercise Files/02_01.ipynb
3.9 kB
Exercise Files/02_02.ipynb
18 kB
Exercise Files/02_03.ipynb
1.7 kB
Exercise Files/02_04.ipynb
7.0 kB
Exercise Files/03_01.ipynb
8.3 MB
Exercise Files/03_02.ipynb
2.5 MB
Exercise Files/03_03.ipynb
15 MB
Exercise Files/03_04.ipynb
398 kB
Exercise Files/data/MonthlyProductSales.csv
515 kB
Exercise Files/data/MonthlyProductSales.parquet
74 kB
Exercise Files/data/MonthlySales.csv
1019 B
Exercise Files/data/anscombes-quartet-hier.csv
496 B
Exercise Files/data/anscombes-quartet.csv
607 B
Exercise Files/data/diamonds.csv
2.6 MB
Exercise Files/data/monthlySalesbyCategoryMultiple.json
1.6 kB
Exercise Files/data/mpg.csv
16 kB