[ FreeCourseWeb ] Udemy - Python for Data Science - Learn Data Science From Scratch

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 01 Python is Easy To Learn
• 001 Be Smart and Use Data But How_ Answer is Data Science with Python.en.srt (5.3 KB)
• 001 Be Smart and Use Data But How_ Answer is Data Science with Python.mp4 (22.0 MB)
• 002 Project Files and Course Documents.html (1.1 KB)
02 Setting Up Python for Mac and Windows
• 001 Installing Anaconda for Windows.en.srt (6.2 KB)
• 001 Installing Anaconda for Windows.mp4 (40.5 MB)
• 002 Installing Anaconda for Mac.en.srt (6.3 KB)
• 002 Installing Anaconda for Mac.mp4 (53.0 MB)
• 003 Let's Meet Jupyter Notebook for Windows.en.srt (2.6 KB)
• 003 Let's Meet Jupyter Notebook for Windows.mp4 (12.1 MB)
• 004 Basics of Jupyter Notebook for Mac.en.srt (2.7 KB)
• 004 Basics of Jupyter Notebook for Mac.mp4 (14.5 MB)
03 Fundamentals of Python
• 001 Data Types in Python.en.srt (13.5 KB)
• 001 Data Types in Python.mp4 (44.8 MB)
• 002 Operators in Python.en.srt (10.6 KB)
• 002 Operators in Python.mp4 (33.8 MB)
• 003 Conditionals.en.srt (9.9 KB)
• 003 Conditionals.mp4 (38.8 MB)
• 004 Loops.en.srt (12.1 KB)
• 004 Loops.mp4 (55.4 MB)
• 005 Lists, Tuples, Dictionaries and Sets.en.srt (16.8 KB)
• 005 Lists, Tuples, Dictionaries and Sets.mp4 (71.0 MB)
• 006 Data Type Operators and Methods.en.srt (8.7 KB)
• 006 Data Type Operators and Methods.mp4.part (16.0 MB)
• 007 Modules in Python.en.srt (5.4 KB)
• 007 Modules in Python.mp4 (22.7 MB)
• 008 Functions in Python.en.srt (8.6 KB)
• 008 Functions in Python.mp4.part (7.8 MB)
• 009 Exercise Analyse.en.srt (2.3 KB)
• 009 Exercise Analyse.mp4 (8.0 MB)
• 010 Exercise Solution.en.srt (7.1 KB)
• 010 Exercise Solution.mp4 (47.8 MB)
04 Python For Data Science_ Data Science
• 001 What Is Data Science_.en.srt (6.6 KB)
• 001 What Is Data Science_.mp4 (24.3 MB)
• 002 Data Literacy.en.srt (3.3 KB)
• 002 Data Literacy.mp4 (11.8 MB)
05 Using Numpy for Data Manipulation
• 001 What is Numpy_.en.srt (6.9 KB)
• 001 What is Numpy_.mp4 (28.8 MB)
• 002 Array and Features.en.srt (10.7 KB)
• 002 Array and Features.mp4.part (12.2 MB)
• 003 Array Operators.en.srt (4.1 KB)
• 003 Array Operators.mp4 (18.3 MB)
• 004 Indexing and Slicing.en.srt (8.4 KB)
• 004 Indexing and Slicing.mp4 (41.9 MB)
• 005 Numpy Exercises.en.srt (12.9 KB)
• 005 Numpy Exercises.mp4 (75.3 MB)
06 Pandas_ Using Pandas for Data Manipulation
• 001 What is Pandas_.en.srt (6.3 KB)
• 001 What is Pandas_.mp4 (25.4 MB)
• 002 Series and Features.en.srt (18.5 KB)
• 002 Series and Features.mp4 (78.5 MB)
07 Data Frame with Pandas
• 001 Data Frame Attributes and Methods.en.srt (15.5 KB)
• 001 Data Frame Attributes and Methods.mp4 (82.1 MB)
• 002 Data Frame Attributes and Methods Part – II.en.srt (9.8 KB)
• 002 Data Frame Attributes and Methods Part – II.mp4 (58.4 MB)
• 003 Data Frame Attributes and Methods Part – III.en.srt (9.0 KB)
• 003 Data Frame Attributes and Methods Part – III.mp4 (49.4 MB)
• 004 Multi Index.en.srt (10.1 KB)
• 004 Multi Index.mp4 (53.5 MB)
• 005 Groupby Operations.en.srt (11.1 KB)
• 005 Groupby Operations.mp4 (54.8 MB)
• 006 Missing Data and Data Munging.en.srt (20.0 KB)
• 006 Missing Data and Data Munging.mp4.part (1.3 MB)
• 007 Missing Data and Data Munging Part II.en.srt (9.3 KB)
• 007 Missing Data and Data Munging Part II.mp4 (43.6 MB)
• 008 How We Deal with Missing Data_.en.srt (14.3 KB)
• 008 How We Deal with Missing Data_.mp4 (72.7 MB)
• 009 Combining Data Frames.en.srt (16.1 KB)
• 009 Combining Data Frames.mp4 (106.7 MB)
• 010 Combining Data Frames Part – II.en.srt (15.9 KB)
• 010 Combining Data Frames Part – II.mp4 (86.9 MB)
• 011 Work with Dataset Files.mp4 (73.6 MB)
• Sales.csv (4.8 KB)
08 Python For Data Science_ Data Visualization
• 001 What is Matplotlib_.en.srt (3.5 KB)
• 002 Using Matplotlib.en.srt (6.3 KB)
• 002 Using Matplotlib.mp4 (25.9 MB)
• 003 Pyplot – Pylab - Matplotlib.en.srt (6.9 KB)
• 003 Pyplot – Pylab - Matplotlib.mp4 (26.9 MB)
• 004 Figure, Subplot and Axes.en.srt (15.5 KB)
• 004 Figure, Subplot and Axes.mp4 (63.5 MB)
• 005 Figure Customization.en.srt (12.8 KB)
• 005 Figure Customization.mp4 (55.4 MB)
• 006 Plot Customization.en.srt (6.2 KB)
• 006 Plot Customization.mp4 (24.9 MB)
09 Data Science_ Hands-On Projects
• 001 Analyse Data With Different Data Sets_ Titanic Project.en.srt (3.9 KB)
• 001 Analyse Data With Different Data Sets_ Titanic Project.mp4 (16.8 MB)
• 002 Titanic Project Answers.en.srt (21.1 KB)
• 002 Titanic Project Answers.mp4 (93.6 MB)
• 003 Project II_ Bike Sharing.en.srt (4.4 KB)
• 003 Project II_ Bike Sharing.mp4 (18.7 MB)
• 004 Bike Sharing Project Answers.en.srt (29.3 KB)
• 004 Bike Sharing Project Answers.mp4 (152.0 MB)
• 005 Project III_ Housing and Property Sales.en.srt (3.1 KB)
• 005 Project III_ Housing and Property Sales.mp4 (14.4 MB)
• 006 Answer for Housing and Property Sales Project.en.srt (28.6 KB)
• 006 Answer for Housing and Property Sales Project.mp4 (156.9 MB)
• 007 Project IV _ English Premier League.en.srt (5.3 KB)
• 008 Answers for English Premier League Project.en.srt (26.7 KB)
• 008 Answers for English Premier League Project.mp4 (155.2 MB)
• 043 Project - I - Questions.txt (0.8 KB)
• 043 Titanic.csv (57.4 KB)
• 045 Bike_Share_London.csv (368.5 KB)
• 045 Projec