17 OCT 2024 - Welcome Back to TorrentFunk! Get your pirate hat back out. Streaming is dying and torrents are the new trend. Account Registration works again and so do Torrent Uploads. We invite you all to start uploading torrents again!
TORRENT DETAILS
The Ultimate Pandas Bootcamp Advanced Python Data Analysis
TORRENT SUMMARY
Status:
All the torrents in this section have been verified by our verification system
Welcome to the best resource online for learning and mastering data analysis with pandas and python.
Over 32 hours, 10+ datasets, and 50+ skill challenges, you will gain hands-on mastery of, not only pandas 1.x, but also tens of computer science, statistics, and programming concepts.
We will break down, understand, and practice hundreds of methods, attributes, and techniques in pandas and python that will fundamentally change the way you work with data.
In The Ultimate Pandas Bootcamp (2021) you won’t be working with outdated versions of pandas, writing repetitive commands on the same boring dataset. Instead, you’ll learn pandorable and pythonic solutions to interesting, real-world data problems, while working with many diverse datasets that range from wine servings, video game sales, and SAT scores to stock prices, college salaries and more!
Data analysis is an applied science, which is why in each section, you’ll stop and practice what you learn in dedicated skill challenges, followed by detailed solutions where we often consider and compare alternative solutions.
Data analysis is one of the most in-demand skill across all industries and an increasing number of roles. And python is increasingly the language of choice.
Pandas is the wonderful open-source library that is the embodiment of those trends: based on the python programming language, pandas is the de facto data analysis library in the python data science community.
––––– Structure & Curriculum –––––
Over more than 31 hours, we’ll cover everything that pandas has to offer, from manipulating series and dataframes, to merging datasets, handling time series, aggregations, filtering, sorting and much more!
The first four sections of the bootcamp constitute the core curriculum. You’ll get acquainted with series and dataframes and develop an in-depth understanding of pandas data structures.
· Series at a Glance
· Series Methods and Handling
· Introducing DataFrames
· DataFrames More In Depth
In the next eight sections, you will dive into more advanced topics and take your pandas skills to another level, learning how to work with multiple datasets, manipulate time series, visualize data, write custom functions to transform data and much more.
· Working With Multiple DataFrames
· Going MultiDimensional
· GroupBy And Aggregates
· Reshaping With Pivots
· Working With Dates And Time
· Regular Expressions And Text Manipulation
· Visualizing Data
· Data Formats And I/O
Pandas and python go hand-in-hand which is why this bootcamp also includes a full-length introduction to the python programming language, to get you up and running writing pythonic code in no time.
This is the ultimate course on one of the most-valuable skills today. I hope you commit to mastering data analysis with pandas.
See you inside! Who this course is for:
Anyone looking to deeply understand and master pandas Anyone interested in mastering data analysis with python
Requirements
A computer (Windows/Mac/Linux). That’s all! No prior knowledge of python is required. No prior knowledge of pandas is required.
Last Updated 9/2021
VISITOR COMMENTS (0 )
FILE LIST
Filename
Size
.pad/0
90 B
.pad/1
43 B
.pad/2
129 B
.pad/3
526 B
TutsNode.com.txt
63 B
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/1. Introduction/1. Course Structure.srt
1.8 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/1. Introduction/2. Pandas Is Not Single.srt
2.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/11. Regex And Text Manipulation/16. Introduction To Regular Expressions.mp4
75 MB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/11. Regex And Text Manipulation/19. Is This A Valid Email.mp4
80.1 MB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/11. Regex And Text Manipulation/19. Is This A Valid Email.srt
18.6 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/11. Regex And Text Manipulation/21. Pandas str contains(), split() And replace() With Regex.mp4
76.3 MB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/11. Regex And Text Manipulation/21. Pandas str contains(), split() And replace() With Regex.srt
17.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/13. Data Formats And IO/3. Reading HTML.mp4
103.7 MB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/13. Data Formats And IO/3. Reading HTML.srt
16.4 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/13. Data Formats And IO/5. Creating Output The to_ Family Of Methods.mp4
74 MB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/13. Data Formats And IO/5. Creating Output The to_ Family Of Methods.srt
18.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/2. Series At A Glance/1. Section Intro.srt
1.3 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/2. Series At A Glance/22. Skill Challenge.srt
2.3 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/2. Series At A Glance/5. The .dtype Attribute.srt
2.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/2. Series At A Glance/9. Skill Challenge.srt
2.8 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/3. Series Methods And Handling/1. Section Intro.srt
2.4 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/3. Series Methods And Handling/10. Skill Challenge.srt
1.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/3. Series Methods And Handling/14. The describe() Method.srt
2.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/3. Series Methods And Handling/5. The count() Method.srt
2.8 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/4. Working With DataFrames/4. BONUS - Four More Ways To Build DataFrames.srt
17.4 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/5. DataFrames In Depth/31. Same-shape Transforms.srt
18.1 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/6. Working With Multiple DataFrames/8. The append() Method A Special Case Of concat().srt
3.1 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/9. Reshaping With Pivots/9. Adding Margins.srt
5.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/2017BostonMarathonTop1000 (1).csv
57.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/2017BostonMarathonTop1000.csv
57.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/3KeyConcepts.pdf
63 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Appendix_A_Rapid_Fire_Python_Fundamentals.ipynb.zip
25.6 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/AppendVsConcat.pdf
49.4 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/ArgsVParams.pdf
18.4 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/AtAndIat.pdf
30.6 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/BinaryOperators.pdf
24.4 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/BooleanMasks.pdf
43.9 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/BoolsAsInts.pdf
37.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/BrentOilPrices (1).csv
78.8 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/BrentOilPrices.csv
78.8 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Comparators.pdf
28.7 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/ConcatVsMerge.pdf
62.7 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/DataFrames_In_Depth.zip
59.4 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Data_Formats_And_I_O.ipynb.zip
23.6 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Diff.pdf
42.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/DropnaWithSubset.pdf
58.8 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/DroppingAndFillingNA.pdf
56.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Duplicates.pdf
24.3 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/folks.json
244 B
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/games_sales (1).csv
236.9 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/games_sales (2).csv
236.9 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/games_sales.csv
236.9 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Going_MultiDimensional.zip
41.9 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/GroupBy_And_Aggregates.ipynb.zip
22.4 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Handling_Time_And_Date.ipynb.zip
104.7 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/IdxminIdxmax.pdf
40.1 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/IndexingWithCallables.pdf
29.1 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/InnerVsOuter.pdf
43.7 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/JoinCardinalities.pdf
35.3 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/LeftVsRight.pdf
40.8 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Lookup.pdf
49.7 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Median.pdf
32.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/MemoryLayout.pdf
246.3 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/MethodsVAttribtues.pdf
32.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/mid_career_salaries.csv
22.7 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/MoreWaysToBuildDataframes.pdf
29.1 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/MultiIndexInternals.pdf
110.7 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/OurProcess.pdf
32.6 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/RangeVSInt64Index.pdf
37.8 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Regex_And_Text_Manipulation.ipynb.zip
29.8 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/scores (1).csv
74.7 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/scores.csv
74.7 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/SelectionRecap.pdf
111.4 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/SelectionTerminology.pdf
66.7 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/SeqVsVectorizedOperations.pdf
41.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/SeriesAccounting.pdf
42 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/SeriesAtGlance.pdf
43 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Series_Methods_And_Handling.zip
31.8 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/SizeAndShape.pdf
42.3 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/soccer.csv
33.7 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/SortValueOrIndex.pdf
44.2 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/SplitApplyCombine.pdf
114.8 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/tech_giants (1).csv
467.2 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/tech_giants.csv
467.2 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Transforms.pdf
47.3 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/TwosComplement.pdf
60.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/ValueCounts.pdf
36 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Variance.pdf
38 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Vectorization.pdf
115.3 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/ViewVsCopy.pdf
53.3 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/ViewVsCopyHowDoWeTell.pdf
27.1 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Visualizing_Data.ipynb.zip
500.7 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/WhatIsASeries.pdf
74.8 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/WhatIsCSV.pdf
62.6 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/WhatIsDtype.pdf
110.9 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/WhatsInTheData.pdf
19.2 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Working_With_DataFrames.zip
105.5 KB
[TutsNode.com] - The Ultimate Pandas Bootcamp Advanced Python Data Analysis/Sources/Working_With_Multiple_DataFrames.zip
