[FreeCoursesOnline.Me] [Packt] Python and Data Science A Practical Guide [FCO]

Torrent Hash:
188478F4E80A7B36B73C15E29C2A825C7AC79A6B
Number of Files:
80
Content Size:
3.12GB
Convert On:
2019-06-26
Magnet Link:
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File Name
Size
01.Introduction/0101.Introduction.mp4
16.81MB
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02.Environment/0201.Introduction to data science.mp4
235.01MB
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02.Environment/0202.Installing dependencies.mp4
39.32MB
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02.Environment/0203.Real world examples.mp4
30.11MB
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02.Environment/0204.Using Anaconda and Jupyter notebooks.mp4
55.2MB
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03.Integers and Strings/0301.Introduction to variables.mp4
58.59MB
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03.Integers and Strings/0302.Integers, floats, and math operators.mp4
53.81MB
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03.Integers and Strings/0303.Strings and indexing part 1.mp4
38.02MB
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03.Integers and Strings/0304.Strings and indexing part 2.mp4
32.92MB
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03.Integers and Strings/0305.Using Modulo with Strings.mp4
31.98MB
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03.Integers and Strings/0306.Problem.mp4
10.76MB
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03.Integers and Strings/0307.Answer.mp4
25.99MB
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04.If Statements and Basic Programming Logic/0401.Booleans and Comparison Operators.mp4
48.14MB
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04.If Statements and Basic Programming Logic/0402.If Else Statements.mp4
38.73MB
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04.If Statements and Basic Programming Logic/0403.Elif and Logic Operators.mp4
41.7MB
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04.If Statements and Basic Programming Logic/0404.Try Except Statements.mp4
33.11MB
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04.If Statements and Basic Programming Logic/0405.Finally Statements and Advance TryExcept Logic.mp4
32.45MB
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04.If Statements and Basic Programming Logic/0406.Exception Types.mp4
51.21MB
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04.If Statements and Basic Programming Logic/0407.Problem.mp4
7.69MB
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04.If Statements and Basic Programming Logic/0408.Answer.mp4
25.06MB
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05.Lists, Tuples, Dictionaries and ForWhile Loops/0501.Lists and tuples.mp4
70.97MB
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05.Lists, Tuples, Dictionaries and ForWhile Loops/0502.Dictionaries.mp4
64MB
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05.Lists, Tuples, Dictionaries and ForWhile Loops/0503.For loops.mp4
61.9MB
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05.Lists, Tuples, Dictionaries and ForWhile Loops/0504.While loops.mp4
34.75MB
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05.Lists, Tuples, Dictionaries and ForWhile Loops/0505.Loop logic.mp4
50.45MB
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05.Lists, Tuples, Dictionaries and ForWhile Loops/0506.ListDictionary comprehensions.mp4
47.26MB
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05.Lists, Tuples, Dictionaries and ForWhile Loops/0507.Problem.mp4
7.09MB
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05.Lists, Tuples, Dictionaries and ForWhile Loops/0508.Answer.mp4
42.31MB
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06.Functions and Packages/0601.Scripting in Python.mp4
50.26MB
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06.Functions and Packages/0602.Functions.mp4
49.49MB
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06.Functions and Packages/0603.Function parameters and scope.mp4
39.86MB
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06.Functions and Packages/0604.Packages and pip.mp4
49.02MB
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06.Functions and Packages/0605.Reading Files and the with statement.mp4
66.99MB
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06.Functions and Packages/0606.Writing Out to Files.mp4
81.04MB
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06.Functions and Packages/0607.Problem.mp4
8.84MB
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06.Functions and Packages/0608.Answer.mp4
31.48MB
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07.Pandas and Data Frames/0701.Pandas and data Frames.mp4
51.13MB
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07.Pandas and Data Frames/0702.Pandas part 2.mp4
67.01MB
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07.Pandas and Data Frames/0703.Introduction to statistics.mp4
52.11MB
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07.Pandas and Data Frames/0704.Statistics part 2.mp4
40.67MB
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07.Pandas and Data Frames/0705.Practical analysis.mp4
59.52MB
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07.Pandas and Data Frames/0706.Problem.mp4
17.3MB
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07.Pandas and Data Frames/0707.Answer.mp4
23.36MB
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08.Visualization - Scatter Plots, Bar Plots/0801.Introduction to visualization.mp4
52.74MB
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08.Visualization - Scatter Plots, Bar Plots/0802.Plotting and styling.mp4
55.9MB
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08.Visualization - Scatter Plots, Bar Plots/0803.Scatter plots.mp4
50.52MB
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08.Visualization - Scatter Plots, Bar Plots/0804.Bar Plots and standard deviation.mp4
53.35MB
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08.Visualization - Scatter Plots, Bar Plots/0805.Problem.mp4
12.62MB
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08.Visualization - Scatter Plots, Bar Plots/0806.Answer.mp4
50.23MB
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09.Scraping the Web with Python/0901.Scraping and HTML.mp4
47.59MB
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09.Scraping the Web with Python/0902.Building a simple crawler.mp4
47.31MB
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09.Scraping the Web with Python/0903.Scraping data from HTML.mp4
57MB
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09.Scraping the Web with Python/0904.Problem.mp4
11.65MB
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09.Scraping the Web with Python/0905.Answer.mp4
36.28MB
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10.Basics of Natural Language Processing (NLP)/1001.Introduction to NLP.mp4
51.8MB
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10.Basics of Natural Language Processing (NLP)/1002.Basic NLP.mp4
63.97MB
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10.Basics of Natural Language Processing (NLP)/1003.Introduction to sentiment analysis.mp4
74.33MB
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10.Basics of Natural Language Processing (NLP)/1004.Problem.mp4
8.29MB
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10.Basics of Natural Language Processing (NLP)/1005.Answer.mp4
33.17MB
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11.Introduction to Machine Learning/1101.Introduction to machine learning.mp4
60.38MB
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11.Introduction to Machine Learning/1102.Introduction to reinforcement learning.mp4
19.56MB
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11.Introduction to Machine Learning/1103.Introduction to random forest modeling.mp4
64.37MB
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11.Introduction to Machine Learning/1104.Introduction to deep learning.mp4
61.4MB
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11.Introduction to Machine Learning/1105.Problem.mp4
24.08MB
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11.Introduction to Machine Learning/1106.Answer.mp4
29.67MB
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12.Optional Classes/1201.Python Style Guidelines.mp4
44.35MB
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12.Optional Classes/1202.Navigating Directories and os Package.mp4
48.43MB
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12.Optional Classes/1203.Creating a Class Type.mp4
45.69MB
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13.Project #1 - Analyze and visualize data on Kaggle/1301.Project 1 - Analyze and visualize data on Kaggle.mp4
17.77MB
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13.Project #1 - Analyze and visualize data on Kaggle/1302.Project 1 Answer.mp4
11.88MB
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14.Project #2 - Natural language processing/1401.Project 2 - Natural language processing.mp4
7.02MB
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14.Project #2 - Natural language processing/1402.Project 2 Answer.mp4
20.1MB
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15.Project #3 - Create a simple support vector machine/1501.Project 3 - Create a simple support vector machine.mp4
19.63MB
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15.Project #3 - Create a simple support vector machine/1502.Project 3 Answer.mp4
43.07MB
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