[ FreeCourseWeb ] Udemy - Python and Data Science from Scratch With RealLife Exercises

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[ FreeCourseWeb ] Udemy - Python and Data Science from Scratch With RealLife Exercises (Size: 3.4 GB)
  001 Analyse Data With Different Data Sets_ Titanic Project.en.srt 4.7 KB
  001 Analyse Data With Different Data Sets_ Titanic Project.mp4 16.8 MB
  001 BONUS.html 30.2 KB
  001 Conditionals.en.srt 2.2 KB
  001 Conditionals.mp4 6.9 MB
  001 Data Frame attributes and Methods Part – I.en.srt 17.3 KB
  001 Data Frame attributes and Methods Part – I.mp4 82.1 MB
  001 Dictionaries.en.srt 10.3 KB
  001 Dictionaries.mp4 53 MB
  001 Files.en.srt 4.2 KB
  001 Files.mp4 11 MB
  001 Functions.en.srt 2.9 KB
  001 Functions.mp4 7.7 MB
  001 Installing Anaconda Distribution For MAC.en.srt 6.6 KB
  001 Installing Anaconda Distribution For MAC.mp4 52.9 MB
  001 Lists and List Operations.en.srt 6.1 KB
  001 Lists and List Operations.mp4 18.7 MB
  001 Logic of OOP.en.srt 5.9 KB
  001 Logic of OOP.mp4 17.8 MB
  001 Logic of Using Modules.en.srt 3.3 KB
  001 Logic of Using Modules.mp4 7.8 MB
  001 Loops.en.srt 1.8 KB
  001 Loops.mp4 5.8 MB
  001 Numbers and Math Operators with example.en.srt 11.2 KB
  001 Numbers and Math Operators with example.mp4 36.7 MB
  001 Project_ Remote Controller Application.en.srt 15.2 KB
  001 Project_ Remote Controller Application.mp4 110.1 MB
  001 Python Is The New King and Pandas Are So Cute.en.srt 4.3 KB
  001 Python Is The New King and Pandas Are So Cute.mp4 14.3 MB
  001 Sets and Set Operations and Methods.en.srt 12.3 KB
  001 Sets and Set Operations and Methods.mp4 50.7 MB
  001 String Operations and Useful String Methods.en.srt 5.2 KB
  001 String Operations and Useful String Methods.mp4 22.8 MB
  001 Tuples.en.srt 6.7 KB
  001 Tuples.mp4 29 MB
  001 What Is Data Science_.en.srt 7.2 KB
  001 What Is Data Science_.mp4 24.3 MB
  001 What is Exception_.en.srt 4.3 KB
  001 What is Exception_.mp4 14.8 MB
  001 What is Matplotlib_.en.srt 4 KB
  001 What is Matplotlib_.mp4 18.6 MB
  001 What is Numpy_.en.srt 8.2 KB
  001 What is Numpy_.mp4 28.8 MB
  001 What is Pandas_.en.srt 7.2 KB
  001 What is Pandas_.mp4 25.4 MB
  001 What is a variable.en.srt 9.7 KB
  001 What is a variable.mp4 34.2 MB
  002 Array and Features.en.srt 12.7 KB
  002 Array and Features.mp4 49.5 MB
  002 Constructor.en.srt 7.2 KB
  002 Constructor.mp4 33.9 MB
  002 Create A New Function and Function Calls.en.srt 4.5 KB
  002 Create A New Function and Function Calls.mp4 14.7 MB
  002 Data Frame attributes and Methods Part – II.en.srt 12.3 KB
  002 Data Frame attributes and Methods Part – II.mp4 58.4 MB
  002 Data Literacy.en.srt 3.6 KB
  002 Data Literacy.mp4 11.8 MB
  002 Data Type Conversion.en.srt 3.4 KB
  002 Data Type Conversion.mp4 15.6 MB
  002 Dictionary Comprehensions.en.srt 3.1 KB
  002 Dictionary Comprehensions.mp4 8.3 MB
  002 Exception Handling.en.srt 12.5 KB
  002 Exception Handling.mp4 62.7 MB
  002 File Operations.en.srt 11.3 KB
  002 File Operations.mp4 57.5 MB
  002 How It is Work.en.srt 4.1 KB
  002 How It is Work.mp4 15.1 MB
  002 Installing Anaconda Distribution For Windows.en.srt 6.2 KB
  002 Installing Anaconda Distribution For Windows.mp4 40.5 MB
  002 List Methods.en.srt 5.6 KB
  002 List Methods.mp4 27.1 MB
  002 Project Files and Course Documents.html 1.1 KB
  002 Series and Features.en.srt 21 KB
  002 Series and Features.mp4 78.5 MB
  002 Set Comprehensions.en.srt 6.7 KB
  002 Set Comprehensions.mp4 27.3 MB
  002 Titanic Project Answers.en.srt 23.8 KB
  002 Titanic Project Answers.mp4 93.6 MB
  002 Using Matplotlib.en.srt 8.3 KB
  002 Using Matplotlib.mp4 25.9 MB
  002 While Loops.en.srt 4.2 KB
  002 While Loops.mp4 17.9 MB
  002 bool() Function.en.srt 2.5 KB
  002 bool() Function.mp4 7.8 MB
  003 Array Operators.en.srt 4.9 KB
  003 Array Operators.mp4 18.3 MB
  003 Comparison and Logical Operators.en.srt 11.1 KB
  003 Comparison and Logical Operators.mp4 35.9 MB
  003 Create A New Module.en.srt 2.5 KB
  003 Create A New Module.mp4 14.5 MB
  003 Data Frame attributes and Methods Part – III.en.srt 11.3 KB
  003 Data Frame attributes and Methods Part – III.mp4 49.4 MB
  003 Exercise _ Company Email Generator.en.srt 2.9 KB
  003 Exercise _ Company Email Generator.mp4 11.2 MB
  003 Exercise_ Letter Counter.en.srt 2.2 KB
  003 Exercise_ Letter Counter.mp4 10.4 MB
  003 Exercise_ Team Building.en.srt 4.9 KB
  003 Exercise_ Team Building.mp4 35 MB
  003 Exercise_ if Number.en.srt 2.6 KB
  003 Exercise_ if Number.mp4 8.6 MB
  003 For Loops.en.srt 4.1 KB
  003 For Loops.mp4 17.8 MB
  003 Installing Python and PyCharm For MAC.en.srt 5 KB
  003 Installing Python and PyCharm For MAC.mp4 67.1 MB
  003 List Comprehensions.en.srt 3 KB
  003 List Comprehensions.mp4 19.5 MB
  003 Methods.en.srt 4.7 KB
  003 Methods.mp4 23.5 MB
  003 Project II_ Bike Sharing.en.srt 5.6 KB
  003 Project II_ Bike Sharing.mp4 18.7 MB
  003 Pyplot – Pylab - Matplotlib.en.srt 8 KB
  003 Pyplot – Pylab - Matplotlib.mp4 26.9 MB
  003 Return Statement.en.srt 4 KB
  003 Return Statement.mp4 21.6 MB
  004 Bike Sharing Project Answers.en.srt 33.8 KB
  004 Bike Sharing Project Answers.mp4 152 MB
  004 Exercise_ Fibonacci Numbers.en.srt 3 KB
  004 Exercise_ Fibonacci Numbers.mp4 11.6 MB
  004 Exercise_ Number Game.en.srt 4.7 KB
  004 Exercise_ Number Game.mp4 27.4 MB
  004 Exercise_ Overlap.en.srt 4 KB
  004 Exercise_ Overlap.mp4 29.4 MB
  004 Exercise_ Word Counter.en.srt 2.1 KB
  004 Exercise_ Word Counter.mp4 13.4 MB
  004 Figure, Subplot and Axes.en.srt 19.7 KB
  004 Figure, Subplot and Axes.mp4 63.5 MB
  004 If Statements.en.srt 10.4 KB
  004 If Statements.mp4 39.3 MB
  004 Indexing and Slicing.en.srt 10 KB
  004 Indexing and Slicing.mp4 41.9 MB
  004 Inheritance.en.srt 7.5 KB
  004 Inheritance.mp4 33.5 MB
  004 Installing Python and PyCharm For Windows.en.srt 4.6 KB
  004 Installing Python and PyCharm For Windows.mp4 34.1 MB
  004 Lambda Functions.en.srt 3.5 KB
  004 Lambda Functions.mp4 10.5 MB
  004 Multi Index.en.srt 12.7 KB
  004 Multi Index.mp4 53.5 MB
  004 Range Function.en.srt 3.4 KB
  004 Range Function.mp4 13.7 MB
  005 Control Statements.en.srt 5.6 KB
  005 Control Statements.mp4 18.1 MB
  005 Exercise_ Calculator.en.srt 5.4 KB
  005 Exercise_ Calculator.mp4 57.5 MB
  005 Exercise_ Finding Prime Number.en.srt 4.7 KB
  005 Exercise_ Finding Prime Number.mp4 17.1 MB
  005 Exercise_ Merging Name and Surname.en.srt 2.5 KB
  005 Exercise_ Merging Name and Surname.mp4 9.1 MB
  005 Figure Customization.en.srt 16.1 KB
  005 Figure Customization.mp4 55.4 MB
  005 Groupby Operations.en.srt 12.8 KB
  005 Groupby Operations.mp4 54.8 MB
  005 Installing Jupyter Notebook For MAC.en.srt 2.9 KB
  005 Installing Jupyter Notebook For MAC.mp4 15.6 MB
  005 Numpy Exercises.en.srt 17.3 KB
  005 Numpy Exercises.mp4 75.3 MB
  005 Overriding and Overloading.en.srt 10.2 KB
  005 Overriding and Overloading.mp4 60.1 MB
  005 Project III_ Housing and Property Sales.en.srt 4.1 KB
  005 Project III_ Housing and Property Sales.mp4 14.4 MB
  006 Answer for Housing and Property Sales Project.en.srt 33.1 KB
  006 Answer for Housing and Property Sales Project.mp4 156.9 MB
  006 Exercise_ Perfect Numbers.en.srt 3.1 KB
  006 Exercise_ Perfect Numbers.mp4 10 MB
  006 Exercise_ User Login.en.srt 4.4 KB
  006 Exercise_ User Login.mp4 23.2 MB
  006 Installing Jupyter Notebook For Windows.en.srt 2.8 KB
  006 Installing Jupyter Notebook For Windows.mp4 13.5 MB
  006 Missing Data and Data Munging Part I.en.srt 23.6 KB
  006 Missing Data and Data Munging Part I.mp4 89.5 MB
  006 Plot Customization.en.srt 7.7 KB
  006 Plot Customization.mp4 24.9 MB
  007 Exercise_ User Login with Loops.en.srt 4.2 KB
  007 Exercise_ User Login with Loops.mp4 26.2 MB
  007 Missing Data and Data Munging Part II.en.srt 11.7 KB
  007 Missing Data and Data Munging Part II.mp4 43.6 MB
  007 Project IV _ English Premier League.en.srt 6 KB
  007 Project IV _ English Premier League.mp4 18 MB
  008 Answers for English Premier League Project.en.srt 33.2 KB
  008 Answers for English Premier League Project.mp4 155.1 MB
  008 How We Deal with Missing Data_.en.srt 16.8 KB
  008 How We Deal with Missing Data_.mp4 72.8 MB
  009 Combining Data Frames Part – I.en.srt 19.1 KB
  009 Combining Data Frames Part – I.mp4 106.7 MB
  010 Combining Data Frames Part – II.en.srt 18.9 KB
  010 Combining Data Frames Part – II.mp4 86.9 MB
  011 Work with Dataset Files.en.srt 13.6 KB
  011 Work with Dataset Files.mp4 73.5 MB
  051 Chelsea.txt 409.6 B
  088 Answers.ipynb 87.4 KB
  092 Answers.ipynb 175.1 KB
  094 Answers.ipynb 287 KB
  2006-2018 EPL stats.csv 53.9 KB
  Answers.ipynb 2.4 MB
  Bike_Share_London.csv 360 KB
  Bonus Resources.txt 307.2 B
  Figure.png 1.7 MB
  Get Bonus Downloads Here.url 204.8 B
  House Sales.csv 1.1 MB
  Project - I - Questions.txt 819.2 B
  Project - II - Questions.txt 921.6 B
  Project - III - Questions.txt 716.8 B
  Project - IV - Questions.txt 1 KB
  Sales.csv 4.8 KB
  Titanic.csv 56.1 KB
  ▲ 205 total files

Description


Python and Data Science from Scratch With RealLife Exercises

Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.43 GB | Duration: 12h 37m
Learn Data Science with Python programming. Use NumPy, Pandas, Matplotlib and dive in Data Science with Python Examples
What you'll learn
Learn the skills for collecting, shaping, storing, managing, and analyzing data with Python
The rise of data science needs will create 11.5 million job openings by 2026
Learn In-Demand Data Science Careers
Learn to use Python professionally
Learn to use Python 3
Learn to use Object Oriented Programming
Free software and tools used during the course
You will be able to work with Python functions, namespaces and modules
Apply the Python knowledge you get from this course in coding exercises, real-life scenarios
Build a portfolio with your Python skills
Fundamentals of Pandas Library
Installation of Anaconda and how to use Anaconda
Using Jupyter notebook
Numpy Arrays
Combining Dataframes, Data Munging and how to deal with Missing Data
How to use Matplotlib library and start to journey in Data Visualization

Description
Welcome to my "Python and Data Science from Scratch With Real Life Exercises" course.

Do you know data science needs will create 11.5 million job openings by 2026?
Do you know the average salary is $100.000 for data science careers!

DATA SCIENCE CAREERS ARE SHAPING THE FUTURE

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Thank You.

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