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Data Analysis with Polars in Python

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Data Analysis with Polars in Python

Torrent Contents Size: 1.1 GB

Data Analysis with Polars in Python
Bonus Resources.txt
TXT
102.4 B
Get Bonus Downloads Here.url
URL
204.8 B
~Get Your Files Here !
1 - Getting Started
1. Welcome to the Course!.en_US.srt
SRT
1.4 KB
1. Welcome to the Course!.mp4
MP4
1.8 MB
2. Installing Python.en_US.srt
SRT
4.3 KB
2. Installing Python.mp4
MP4
31.9 MB
3. Installing Visual Studio Code.en_US.srt
SRT
2.8 KB
3. Installing Visual Studio Code.mp4
MP4
10 MB
4. Extensions for Visual Studio Code.en_US.srt
SRT
2.9 KB
4. Extensions for Visual Studio Code.mp4
MP4
13 MB
5. Download Course Materials.html
HTML
7.2 KB
Course Materials
02 - DataFrame Inputs & Outputs
Notebooks
01 - Installing Polars.ipynb
IPYNB
1.2 KB
02- Read CSV.ipynb
IPYNB
41.3 KB
03 - Manipulation & Selection
Notebooks
01 - Select.ipynb
IPYNB
23.8 KB
02 - Filter.ipynb
IPYNB
17.8 KB
03 -Slicing & Sampling.ipynb
IPYNB
44.2 KB
04 - Frame SQL.ipynb
IPYNB
8.5 KB
04 - Joining DataFrames
Notebooks
01 - Inner Join.ipynb
IPYNB
14.7 KB
02 - Anti Joins.ipynb
IPYNB
10.8 KB
03 - Left Join.ipynb
IPYNB
15.4 KB
05 - Aggregating DataFrames
Notebooks
01 - Min & Max.ipynb
IPYNB
11.4 KB
02 - Mean, Median & Mode.ipynb
IPYNB
12.8 KB
03 - Sum.ipynb
IPYNB
8 KB
04 - Quantiles.ipynb
IPYNB
14.1 KB
06 - Date & Time Functions
Notebooks
01 - business_day_count.ipynb
IPYNB
1.3 KB
02 - add_business_days.ipynb
IPYNB
2.3 KB
03 - Handling Time Zones.ipynb
IPYNB
102.5 KB
04 - Handing Epoch Timestamps.ipynb
IPYNB
13.3 KB
05 - Year Expressions.ipynb
IPYNB
9.6 KB
06 - Month Expressions.ipynb
IPYNB
20.4 KB
07 - String Expressions
Notebooks
01 - Regular Expressions (regex).ipynb
IPYNB
37.4 KB
02 - Find & Replace.ipynb
IPYNB
11.5 KB
03 - Date & Time Conversions.ipynb
IPYNB
49.1 KB
08 - Computation Expressions
Notebooks
01 - Hashing Sensitive Data.ipynb
IPYNB
23.9 KB
02 - Rank.ipynb
IPYNB
35.5 KB
Archived - Python Fundamentals
Notebooks
01 - Data Types.ipynb
IPYNB
4.4 KB
02 - Data Structures.ipynb
IPYNB
2.4 KB
03 - Casting Methods.ipynb
IPYNB
3.8 KB
04 - Mathematical Operators.ipynb
IPYNB
4.5 KB
05 - Comparison Operators.ipynb
IPYNB
3.8 KB
06 - Logical Operators.ipynb
IPYNB
3.2 KB
07 - Membership Operators.ipynb
IPYNB
2.4 KB
08 - If Statements.ipynb
IPYNB
1 KB
Datasets
Accounting.xlsx
XLSX
19.1 KB
Electric_Vehicles.json
JSON
78 MB
Marketing Cost Data
2 - Inputs & Outputs
10. Write Database.en_US.srt
SRT
6.5 KB
10. Write Database.mp4
MP4
23.5 MB
11. Read Database.en_US.srt
SRT
3.9 KB
11. Read Database.mp4
MP4
20.6 MB
12. Read Excel.en_US.srt
SRT
3 KB
12. Read Excel.mp4
MP4
7.5 MB
13. From Pandas.en_US.srt
SRT
1.6 KB
13. From Pandas.mp4
MP4
4.1 MB
14. To Pandas.en_US.srt
SRT
2.4 KB
14. To Pandas.mp4
MP4
9.8 MB
15. Read ODS.en_US.srt
SRT
8.1 KB
15. Read ODS.mp4
MP4
35.8 MB
16. JSON Normalize.en_US.srt
SRT
13 KB
16. JSON Normalize.mp4
MP4
43.7 MB
17. Scan CSV (LazyFrames).en_US.srt
SRT
6 KB
17. Scan CSV (LazyFrames).mp4
MP4
11.2 MB
18. Reading Multiple CSV Files.en_US.srt
SRT
6 KB
18. Reading Multiple CSV Files.mp4
MP4
23.4 MB
19. Write Database (SQL Server).en_US.srt
SRT
6.4 KB
19. Write Database (SQL Server).mp4
MP4
17.2 MB
20. Schemas.en_US.srt
SRT
17 KB
20. Schemas.mp4
MP4
59.7 MB
21. LazyFrame Query Optimization.mp4
MP4
24.6 MB
3 - Manipulation & Selection
22. Select.en_US.srt
SRT
8.4 KB
22. Select.mp4
MP4
22.8 MB
23. Filter.en_US.srt
SRT
2.7 KB
23. Filter.mp4
MP4
8.1 MB
24. Slicing & Sampling.en_US.srt
SRT
5.9 KB
24. Slicing & Sampling.mp4
MP4
34.1 MB
25. Frame SQL.en_US.srt
SRT
6.8 KB
25. Frame SQL.mp4
MP4
13.9 MB
4 - Joining & Appending to DataFrames
26. Inner Joins.en_US.srt
SRT
3.5 KB
26. Inner Joins.mp4
MP4
11.1 MB
27. Anti Joins.en_US.srt
SRT
2.9 KB
27. Anti Joins.mp4
MP4
8.1 MB
28. Left Joins.en_US.srt
SRT
5.1 KB
28. Left Joins.mp4
MP4
10.8 MB
5 - Aggregation Expressions
29. Min & Max.en_US.srt
SRT
4.1 KB
29. Min & Max.mp4
MP4
11.3 MB
30. Mean, Median, & Mode.en_US.srt
SRT
4.6 KB
30. Mean, Median, & Mode.mp4
MP4
13.2 MB
31. Sum.en_US.srt
SRT
2.1 KB
31. Sum.mp4
MP4
5.3 MB
32. Quantiles.en_US.srt
SRT
4.3 KB
32. Quantiles.mp4
MP4
13 MB
6 - Date & Time Expressions
33. Business Day Count.en_US.srt
SRT
4.5 KB
33. Business Day Count.mp4
MP4
11.5 MB
34. Add Business Days.en_US.srt
SRT
9.4 KB
34. Add Business Days.mp4
MP4
37.6 MB
35. Handling Time Zones.en_US.srt
SRT
18.2 KB
35. Handling Time Zones.mp4
MP4
120.3 MB
36. Handling Epoch Timestamps.en_US.srt
SRT
6.9 KB
36. Handling Epoch Timestamps.mp4
MP4
27 MB
37. Year Expressions.en_US.srt
SRT
4.6 KB
37. Year Expressions.mp4
MP4
14.5 MB
38. Month Expressions.en_US.srt
SRT
9 KB
38. Month Expressions.mp4
MP4
42.3 MB
7 - String Expressions
39. Regular Expressions (RegEx).en_US.srt
SRT
12.7 KB
39. Regular Expressions (RegEx).mp4
MP4
60.7 MB
40. Find & Replace.mp4
MP4
28.1 MB
41. Date & Time Conversions.en_US.srt
SRT
9.5 KB
41. Date & Time Conversions.mp4
MP4
32.6 MB
8 - Computation Expressions
42. Hashing Sensitive Data.en_US.srt
SRT
6.9 KB
42. Hashing Sensitive Data.mp4
MP4
19 MB
43. Rank.en_US.srt
SRT
5.5 KB
43. Rank.mp4
MP4
23.4 MB
9 - Archived - Python Fundamentals
1. Data Types int.html
HTML
3.2 KB
10. Mathematical Operators Addition.html
HTML
3.4 KB
11. Mathematical Operators Subtraction.html
HTML
3.4 KB
12. Mathematical Operators Multiplication.html
HTML
3.4 KB
13. Mathematical Operators Division.html
HTML
3.4 KB
14. Mathematical Operators Modulo.html
HTML
3.2 KB
15. Mathematical Operators Exponentiation.html
HTML
3.4 KB
16. Comparison Operators Equal.html
HTML
3.4 KB
17. Comparison Operators Not Equal.html
HTML
3.4 KB
18. Logical Operators.html
HTML
3.6 KB
19. If Statements.html
HTML
3.3 KB
2. Data Types float.html
HTML
3.3 KB
3. Data Types str.html
HTML
3.2 KB
4. Data Types NoneType.html
HTML
3.3 KB
44. Data Types.en_US.srt
SRT
2.9 KB
44. Data Types.mp4
MP4
3.7 MB
45. Data Structures.en_US.srt
SRT
3.1 KB
45. Data Structures.mp4
MP4
4.1 MB
46. Casting.en_US.srt
SRT
5 KB
46. Casting.mp4
MP4
9.2 MB
47. Mathematical Operators.en_US.srt
SRT
4.5 KB
47. Mathematical Operators.mp4
MP4
12.7 MB
48. Comparison Operators.en_US.srt
SRT
3.7 KB
48. Comparison Operators.mp4
MP4
7.1 MB
49. Logical Operators.en_US.srt
SRT
4.7 KB
49. Logical Operators.mp4
MP4
8.6 MB
5. Data Structures Lists.html
HTML
3.3 KB
50. Membership Operators.en_US.srt
SRT
4.3 KB
50. Membership Operators.mp4
MP4
12.8 MB
51. If Statements.en_US.srt
SRT
3.8 KB
51. If Statements.mp4
MP4
7.6 MB
6. Data Structures Tuples.html
HTML
3.3 KB
7. Data Structures Dictionaries.html
HTML
3.4 KB
8. Data Structures Sets.html
HTML
3.3 KB
9. Casting int to str.html
HTML
3.5 KB
6. Installing Polars.en_US.srt
SRT
1.1 KB
6. Installing Polars.mp4
MP4
2 MB
7. Read CSV.en_US.srt
SRT
9.2 KB
7. Read CSV.mp4
MP4
36.8 MB
8. Write CSV - Part 1.en_US.srt
SRT
3.7 KB
8. Write CSV - Part 1.mp4
MP4
13.5 MB
9. Write CSV - Part 2.en_US.srt
SRT
6.1 KB
9. Write CSV - Part 2.mp4
MP4
23.9 MB
application_feedback.csv
CSV
512 B
call_center_data.csv
CSV
18.8 KB
credit_card_transactions.csv
CSV
1.5 MB
customer_reviews.csv
CSV
20.6 KB
daily_aggregate_sales_2024.csv
CSV
38 KB
dates.csv
CSV
4.3 KB
employees.csv
CSV
2.8 KB
employees.ods
ODS
39.1 KB
employees.tsv
TSV
2.8 KB
fake_PII.csv
CSV
716.8 B
long_form_dates.csv
CSV
921.6 B
marketing_cost_01.csv
CSV
614.4 B
marketing_cost_02.csv
CSV
512 B
marketing_cost_03.csv
CSV
512 B
marketing_cost_04.csv
CSV
512 B
marketing_cost_05.csv
CSV
614.4 B
marketing_cost_06.csv
CSV
512 B
marketing_cost_07.csv
CSV
512 B
marketing_cost_08.csv
CSV
512 B
marketing_cost_09.csv
CSV
512 B
marketing_cost_10.csv
CSV
614.4 B
marketing_cost_11.csv
CSV
512 B
marketing_cost_12.csv
CSV
512 B
marketing_cost_all.csv
CSV
6.3 KB
performance_data.csv
CSV
409.6 B
properties.csv
CSV
22.8 KB
random_dates.csv
CSV
614.4 B
social_media_posts.csv
CSV
24.3 KB
start_end_dates.csv
CSV
2.2 KB
underwriting.csv
CSV
512 B
unix_timestamps.csv
CSV
11.7 KB
03 - Write CSV Part 1.ipynb
IPYNB
12.9 KB
04 - Write CSV Part 2.ipynb
IPYNB
12.9 KB
05 - Write Database.ipynb
IPYNB
8.5 KB
06 - Read Database.ipynb
IPYNB
22.5 KB
07- Read Excel.ipynb
IPYNB
8.6 KB
08 - from_pandas.ipynb
IPYNB
1.5 KB
09 - to_pandas.ipynb
IPYNB
17.1 KB
10 - Read ODS.ipynb
IPYNB
40.4 KB
11 - json_normalize.ipynb
IPYNB
55.3 KB
12 - Scan CSV.ipynb
IPYNB
4.1 KB
13 - Reading Multiple CSV Files.ipynb
IPYNB
6.7 KB
14 - Write Database (SQL Server).ipynb
IPYNB
5.7 KB
15 - Schemas.ipynb
IPYNB
23.5 KB
16 - LazyFrame Query Optimization.ipynb
IPYNB
26.7 KB

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