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[FreeCoursesOnline.Me] [Packt] Python and Data Science A Practical Guide [FCO]
magnet:?xt=urn:btih:188478f4e80a7b36b73c15e29c2a825c7ac79a6b&dn=[FreeCoursesOnline.Me] [Packt] Python and Data Science A Practical Guide [FCO]
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Hash值:
188478f4e80a7b36b73c15e29c2a825c7ac79a6b
点击数:
117
文件大小:
3.12 GB
文件数量:
74
创建日期:
2019-4-16 03:55
最后访问:
2024-8-17 18:53
访问标签:
FreeCoursesOnline
Me
Packt
Python
and
Data
Science
A
Practical
Guide
FCO
文件列表详情
01.Introduction/0101.Introduction.mp4 16.81 MB
02.Environment/0201.Introduction to data science.mp4 235.01 MB
02.Environment/0202.Installing dependencies.mp4 39.32 MB
02.Environment/0203.Real world examples.mp4 30.11 MB
02.Environment/0204.Using Anaconda and Jupyter notebooks.mp4 55.2 MB
03.Integers and Strings/0301.Introduction to variables.mp4 58.59 MB
03.Integers and Strings/0302.Integers, floats, and math operators.mp4 53.81 MB
03.Integers and Strings/0303.Strings and indexing part 1.mp4 38.02 MB
03.Integers and Strings/0304.Strings and indexing part 2.mp4 32.92 MB
03.Integers and Strings/0305.Using Modulo with Strings.mp4 31.98 MB
03.Integers and Strings/0306.Problem.mp4 10.76 MB
03.Integers and Strings/0307.Answer.mp4 25.99 MB
04.If Statements and Basic Programming Logic/0401.Booleans and Comparison Operators.mp4 48.14 MB
04.If Statements and Basic Programming Logic/0402.If Else Statements.mp4 38.73 MB
04.If Statements and Basic Programming Logic/0403.Elif and Logic Operators.mp4 41.7 MB
04.If Statements and Basic Programming Logic/0404.Try Except Statements.mp4 33.11 MB
04.If Statements and Basic Programming Logic/0405.Finally Statements and Advance TryExcept Logic.mp4 32.45 MB
04.If Statements and Basic Programming Logic/0406.Exception Types.mp4 51.21 MB
04.If Statements and Basic Programming Logic/0407.Problem.mp4 7.69 MB
04.If Statements and Basic Programming Logic/0408.Answer.mp4 25.06 MB
05.Lists, Tuples, Dictionaries and ForWhile Loops/0501.Lists and tuples.mp4 70.97 MB
05.Lists, Tuples, Dictionaries and ForWhile Loops/0502.Dictionaries.mp4 64 MB
05.Lists, Tuples, Dictionaries and ForWhile Loops/0503.For loops.mp4 61.9 MB
05.Lists, Tuples, Dictionaries and ForWhile Loops/0504.While loops.mp4 34.75 MB
05.Lists, Tuples, Dictionaries and ForWhile Loops/0505.Loop logic.mp4 50.45 MB
05.Lists, Tuples, Dictionaries and ForWhile Loops/0506.ListDictionary comprehensions.mp4 47.26 MB
05.Lists, Tuples, Dictionaries and ForWhile Loops/0507.Problem.mp4 7.09 MB
05.Lists, Tuples, Dictionaries and ForWhile Loops/0508.Answer.mp4 42.31 MB
06.Functions and Packages/0601.Scripting in Python.mp4 50.26 MB
06.Functions and Packages/0602.Functions.mp4 49.49 MB
06.Functions and Packages/0603.Function parameters and scope.mp4 39.86 MB
06.Functions and Packages/0604.Packages and pip.mp4 49.02 MB
06.Functions and Packages/0605.Reading Files and the with statement.mp4 66.99 MB
06.Functions and Packages/0606.Writing Out to Files.mp4 81.04 MB
06.Functions and Packages/0607.Problem.mp4 8.84 MB
06.Functions and Packages/0608.Answer.mp4 31.48 MB
07.Pandas and Data Frames/0701.Pandas and data Frames.mp4 51.13 MB
07.Pandas and Data Frames/0702.Pandas part 2.mp4 67.01 MB
07.Pandas and Data Frames/0703.Introduction to statistics.mp4 52.11 MB
07.Pandas and Data Frames/0704.Statistics part 2.mp4 40.67 MB
07.Pandas and Data Frames/0705.Practical analysis.mp4 59.52 MB
07.Pandas and Data Frames/0706.Problem.mp4 17.3 MB
07.Pandas and Data Frames/0707.Answer.mp4 23.36 MB
08.Visualization - Scatter Plots, Bar Plots/0801.Introduction to visualization.mp4 52.74 MB
08.Visualization - Scatter Plots, Bar Plots/0802.Plotting and styling.mp4 55.9 MB
08.Visualization - Scatter Plots, Bar Plots/0803.Scatter plots.mp4 50.52 MB
08.Visualization - Scatter Plots, Bar Plots/0804.Bar Plots and standard deviation.mp4 53.35 MB
08.Visualization - Scatter Plots, Bar Plots/0805.Problem.mp4 12.62 MB
08.Visualization - Scatter Plots, Bar Plots/0806.Answer.mp4 50.23 MB
09.Scraping the Web with Python/0901.Scraping and HTML.mp4 47.59 MB
09.Scraping the Web with Python/0902.Building a simple crawler.mp4 47.31 MB
09.Scraping the Web with Python/0903.Scraping data from HTML.mp4 57 MB
09.Scraping the Web with Python/0904.Problem.mp4 11.65 MB
09.Scraping the Web with Python/0905.Answer.mp4 36.28 MB
10.Basics of Natural Language Processing (NLP)/1001.Introduction to NLP.mp4 51.8 MB
10.Basics of Natural Language Processing (NLP)/1002.Basic NLP.mp4 63.97 MB
10.Basics of Natural Language Processing (NLP)/1003.Introduction to sentiment analysis.mp4 74.33 MB
10.Basics of Natural Language Processing (NLP)/1004.Problem.mp4 8.29 MB
10.Basics of Natural Language Processing (NLP)/1005.Answer.mp4 33.17 MB
11.Introduction to Machine Learning/1101.Introduction to machine learning.mp4 60.38 MB
11.Introduction to Machine Learning/1102.Introduction to reinforcement learning.mp4 19.56 MB
11.Introduction to Machine Learning/1103.Introduction to random forest modeling.mp4 64.37 MB
11.Introduction to Machine Learning/1104.Introduction to deep learning.mp4 61.4 MB
11.Introduction to Machine Learning/1105.Problem.mp4 24.08 MB
11.Introduction to Machine Learning/1106.Answer.mp4 29.67 MB
12.Optional Classes/1201.Python Style Guidelines.mp4 44.35 MB
12.Optional Classes/1202.Navigating Directories and os Package.mp4 48.43 MB
12.Optional Classes/1203.Creating a Class Type.mp4 45.69 MB
13.Project #1 - Analyze and visualize data on Kaggle/1301.Project 1 - Analyze and visualize data on Kaggle.mp4 17.77 MB
13.Project #1 - Analyze and visualize data on Kaggle/1302.Project 1 Answer.mp4 11.88 MB
14.Project #2 - Natural language processing/1401.Project 2 - Natural language processing.mp4 7.02 MB
14.Project #2 - Natural language processing/1402.Project 2 Answer.mp4 20.1 MB
15.Project #3 - Create a simple support vector machine/1501.Project 3 - Create a simple support vector machine.mp4 19.63 MB
15.Project #3 - Create a simple support vector machine/1502.Project 3 Answer.mp4 43.07 MB
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