Python Complete Course - Build a Data Analysis Program [2015, ENG]

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Python Complete Course - Build a Data Analysis Program [2015, ENG]

Torrent Contents Size: 961.28 MB

Python Complete Course - Build a Data Analysis Program [2015, ENG]
01 Getting Started
001 A few words about Python.mp4
MP4
17.51 MB
002 Easily installing Python and its specialized libraries.mp4
MP4
33.83 MB
003 Spyder and iPython.mp4
MP4
13.35 MB
02 Python Basics
001 Variables.mp4
MP4
5.32 MB
002 Strings and numbers.mp4
MP4
10.64 MB
003 If, else, and indentation.mp4
MP4
9.3 MB
004 Functions.mp4
MP4
6.57 MB
005 Sequences.mp4
MP4
5.52 MB
006 Collections.mp4
MP4
6.92 MB
007 Working with sequences and strings.mp4
MP4
17.03 MB
008 Iterating.mp4
MP4
11.1 MB
03 Working with Files and Folders
001 Working with files.mp4
MP4
11.19 MB
002 Working with folders.mp4
MP4
9.94 MB
003 Handling files easily.mp4
MP4
3.6 MB
004 Manipulating directory paths.mp4
MP4
20.32 MB
005 Iterating through files.mp4
MP4
24.71 MB
04 Downloading Files from FTP Sites
001 Introduction to section Downloading files from FTP sites.mp4
MP4
2.8 MB
002 Logging in to an FTP site and browsing through FTP files.mp4
MP4
21.73 MB
003 Running Python code from the editor.mp4
MP4
18.16 MB
004 Creating an FTP function.mp4
MP4
9.34 MB
005 Downloading an FTP file.mp4
MP4
50.51 MB
006 Practical No.1 Creating a FTP File Downloader.mp4
MP4
74.8 MB
05 Working with Archive Files
001 Extracting ZIP, TAR, GZ and other archive file formats.mp4
MP4
12.81 MB
002 Extracting RAR files.mp4
MP4
8.63 MB
003 Practical No.2 Creating a batch archive extractor.mp4
MP4
32.28 MB
06 Reading and Writing TXT and CSV Data Files
001 Introduction to section Reading and writing TXT and CSV data files.mp4
MP4
4.01 MB
002 Reading delimited TXT and CSV files.mp4
MP4
35.89 MB
003 Exporting data back to files.mp4
MP4
21.06 MB
004 Reading fixed width TXT files.mp4
MP4
8.96 MB
005 Exporting data back to HTML and other fIle formats.mp4
MP4
4.81 MB
07 A tour with pandas
001 Introducing pandas - the great Python data analysis library.mp4
MP4
25.48 MB
002 Practical No.4 Calculating and adding columns to CSV files.mp4
MP4
26.5 MB
08 Concatenating and Joining Tables of Data with Pandas
001 Practical No.5 Concatenating multiple CSV files.mp4
MP4
38.33 MB
002 Practical No. 6 Joining data based on a matching column.mp4
MP4
25.19 MB
09 Pivoting Data
001 Practical No. 7 Pivoting large amounts of data.mp4
MP4
48.2 MB
10 Visualizing Data
001 How to perform visualizations in Python.mp4
MP4
16.15 MB
002 More visualization techniques.mp4
MP4
71.39 MB
003 Practical No. 8 Generating an image file graph.mp4
MP4
21.66 MB
11 Mapping Spatial Data
001 Creating KML Google Earth files.mp4
MP4
18.98 MB
002 Practical No, 9 Creating KML Google Earth fIles from CSV.mp4
MP4
56.94 MB
12 Putting everything together
001 Practical No. 9 Polishing the program, I.mp4
MP4
27.34 MB
002 Practical No. 10 Polishing the program, II.mp4
MP4
38.44 MB
003 Practical No. 11 Creating a Python module out of your program.mp4
MP4
34.02 MB

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