Udemy - Python A-Z™: Python For Data Science With Real Exercises!...

  • Category Other
  • Type Tutorials
  • Language English
  • Total size 2.3 GB
  • Uploaded By Fcw007
  • Downloads 723
  • Last checked 2 days ago
  • Date uploaded 5 years ago
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Infohash : CC370EC6D8B362D59F565E56236FC2FC366227CB



Python A-Z™: Python For Data Science With Real Exercises!

Learn Python Programming by doing!

There are lots of Python courses and lectures out there. However, Python has a very steep learning curve and students often get overwhelmed. This course is different!

This course is truly step-by-step. In every new tutorial we build on what had already learned and move one extra step forward.

After every video you learn a new valuable concept that you can apply right away. And the best part is that you learn through live examples.

This training is packed with real-life analytical challenges which you will learn to solve. Some of these we will solve together, some you will have as homework exercises.

In summary, this course has been designed for all skill levels and even if you have no programming or statistical background you will be successful in this course!

Created by Kirill Eremenko, SuperDataScience Team
Last updated 3/2020
English
English, Portuguese [Auto-generated]

For More Courses Visit: https://freecourseworld.com

Files:

[FreeCourseWorld.Com] Udemy - Python A-Z™ Python For Data Science With Real Exercises! 01 Welcome To The Course
  • 001 Installing Python (Windows MAC).en.srt (14.2 KB)
  • 001 Installing Python (Windows MAC).mp4 (24.8 MB)
  • 001 Installing Python (Windows MAC).pt.srt (14.6 KB)
  • 002 BONUS Learning Paths.html (3.2 KB)
  • 003 Some Additional Resources.html (1.4 KB)
  • 004 FAQBot.html (2.6 KB)
02 Core Programming Principles
  • 005 Updates on Udemy Reviews.en.srt (3.3 KB)
  • 005 Updates on Udemy Reviews.mp4 (43.4 MB)
  • 005 Updates on Udemy Reviews.pt.srt (3.5 KB)
  • 006 Types of variables.en.srt (14.6 KB)
  • 006 Types of variables.mp4 (21.1 MB)
  • 006 Types of variables.pt.srt (15.0 KB)
  • 007 Using Variables.en.srt (13.8 KB)
  • 007 Using Variables.mp4 (23.0 MB)
  • 007 Using Variables.pt.srt (14.5 KB)
  • 008 Boolean Variables and Operators.en.srt (9.0 KB)
  • 008 Boolean Variables and Operators.mp4 (13.4 MB)
  • 008 Boolean Variables and Operators.pt.srt (9.5 KB)
  • 009 The While Loop.en.srt (16.6 KB)
  • 009 The While Loop.mp4 (19.2 MB)
  • 010 The For Loop.en.srt (11.9 KB)
  • 010 The For Loop.mp4 (20.6 MB)
  • 010 The For Loop.pt.srt (12.4 KB)
  • 011 The If statement.en.srt (20.2 KB)
  • 011 The If statement.mp4 (28.5 MB)
  • 011 The If statement.pt.srt (20.6 KB)
  • 012 Code indentation in Python.en.srt (3.9 KB)
  • 012 Code indentation in Python.mp4 (7.0 MB)
  • 012 Code indentation in Python.pt.srt (4.0 KB)
  • 013 Section recap.en.srt (4.4 KB)
  • 013 Section recap.mp4 (5.5 MB)
  • 013 Section recap.pt.srt (4.5 KB)
  • 014 HOMEWORK Law of Large Numbers.en.srt (20.7 KB)
  • 014 HOMEWORK Law of Large Numbers.mp4 (24.0 MB)
03 Fundamentals Of Python
  • 015 What is a List.en.srt (4.8 KB)
  • 015 What is a List.mp4 (5.3 MB)
  • 015 What is a List.pt.srt (4.9 KB)
  • 016 Lets create some lists.en.srt (12.9 KB)
  • 016 Lets create some lists.mp4 (21.6 MB)
  • 016 Lets create some lists.pt.srt (13.5 KB)
  • 017 Using the [] brackets.en.srt (10.2 KB)
  • 017 Using the [] brackets.mp4 (14.0 MB)
  • 017 Using the [] brackets.pt.srt (10.5 KB)
  • 018 Slicing.en.srt (14.8 KB)
  • 018 Slicing.mp4 (19.3 MB)
  • 018 Slicing.pt.srt (15.0 KB)
  • 019 Tuples in Python.en.srt (10.3 KB)
  • 019 Tuples in Python.mp4 (16.8 MB)
  • 019 Tuples in Python.pt.srt (10.6 KB)
  • 020 Functions in Python.en.srt (8.7 KB)
  • 020 Functions in Python.mp4 (12.9 MB)
  • 020 Functions in Python.pt.srt (9.1 KB)
  • 021 Packages in Python.en.srt (21.7 KB)
  • 021 Packages in Python.mp4 (39.7 MB)
  • 021 Packages in Python.pt.srt (22.8 KB)
  • 022 Numpy and Arrays in Python.en.srt (11.6 KB)
  • 022 Numpy and Arrays in Python.mp4 (16.5 MB)
  • 022 Numpy and Arrays in Python.pt.srt (12.0 KB)
  • 023 Slicing Arrays.en.srt (6.9 KB)
  • 023 Slicing Arrays.mp4 (12.6 MB)
  • 023 Slicing Arrays.pt.srt (7.2 KB)
  • 024 Section Recap.en.srt (4.5 KB)
  • 024 Section Recap.mp4 (5.8 MB)
  • 024 Section Recap.pt.srt (4.5 KB)
  • 025 HOMEWORK Financial Statement Analysis.en.srt (9.5 KB)
  • 025 HOMEWORK Financial Statement Analysis.mp4 (22.4 MB)
  • 025 HOMEWORK Financial Statement Analysis.pt.srt (9.9 KB)
04 Matrices
  • 026 Project Brief Basketball Trends.en.srt (12.5 KB)
  • 026 Project Brief Basketball Trends.mp4 (39.6 MB)
  • 026 Project Brief Basketball Trends.pt.srt (12.8 KB)
  • 027 Matrices.en.srt (5.3 KB)
  • 027 Matrices.mp4 (6.9 MB)
  • 027 Matrices.pt.srt (5.3 KB)
  • 028 Building Your First Matrix.en.srt (26.8 KB)
  • 028 Building Your First Matrix.mp4 (71.2 MB)
  • 028 Building Your First Matrix.pt.srt (28.0 KB)
  • 029 Dictionaries in Python.en.srt (23.3 KB)
  • 029 Dictionaries in Python.mp4 (70.1 MB)
  • 029 Dictionaries in Python.pt.srt (23.9 KB)
  • 030 Matrix Operations.en.srt (13.5 KB)
  • 030 Matrix Operations.mp4 (37.2 MB)
  • 030 Matrix Operations.pt.srt (14.1 KB)
  • 031 Your first visualization.en.srt (17.2 KB)
  • 031 Your first visualization.mp4 (37.3 MB)
  • 031 Your first visualization.pt.srt (18.1 KB)
  • 032 Expanded Visualization.en.srt (15.9 KB)
  • 032 Expanded Visualization.mp4 (40.7 MB)
  • 032 Expanded Visualization.pt.srt (16.6 KB)
  • 033 Creating Your First Function.en.srt (17.2 KB)
  • 033 Creating Your First Function.mp4 (48.5 MB)
  • 033 Creating Your First Function.pt.srt (17.6 KB)
  • 034 Advanced Function Design.en.srt (16.7 KB)
  • 034 Advanced Function Design.mp4 (56.7 MB)
  • 034 Advanced Function Design.pt.srt (17.4 KB)
  • 035 Basketball Insights.en.srt (17.8 KB)
  • 035 Basketball Insights.mp4 (41.5 MB)
  • 035 Basketball Insights.pt.srt (18.1 KB)
  • 036 Section Recap.en.srt (5.9 KB)
  • 036 Section Recap.mp4 (7.7 MB)
  • 036 Section Recap.pt.srt (6.3 KB)
  • 037 HOMEWORK Basketball free throws.en.srt (8.0 KB)
  • 037 HOMEWORK Basketball free throws.mp4 (26.2 MB)
  • 037 HOMEWORK Basketball free throws.pt.srt (8.5 KB)
05 Data Frames
  • 038 Importing data into Python.en.srt (12.4 KB)
  • 038 Importing data into Python.mp4 (30.0 MB)
  • 038 Importing data into Python.pt.srt (13.2 KB)
  • 039 Exploring your dataset.en.srt (16.7 KB)
  • 039 Exploring your dataset.mp4 (40.0 MB)
  • 039 Exploring your dataset.pt.srt (17.4 KB)
  • 040 Renaming Columns of a Dataframe.en.srt (4.4 KB)
  • 040 Renaming Columns of a Dataframe.mp4 (8.0 MB)
  • 040 Renaming Columns of a Dataframe.pt.srt (4.5 KB)
  • 041 Subsetting dataframes in Pandas.en.srt (27.3 KB)
  • 041 Subsetting dataframes in Pandas.mp4 (72.2 MB)
  • 041 Subsetting dataframes in Pandas.pt.srt (28.4 KB)
  • 042 Basic operations with a Data Frame.en.srt (14.7 KB)
  • 042 Basic operations with a Data Frame.mp4 (42.4 MB)
  • 042 Basic operations with a Data Frame.pt.srt (15.5 KB)
  • 043 Filtering a Data Frame.en.srt (30.3 KB)
  • 043 Filtering a Data Frame.mp4 (88.1 MB)
  • 043 Filtering a Data Frame.pt.srt (31.6 KB)
  • 044 Using .at() and .iat() (advanced tutorial).en.srt (13.8 KB)
  • 044 Using .at() and .iat() (advanced tutorial).mp4 (43.9 MB)
  • 044 Using .at() and .iat() (advanced tutorial).pt.srt (14.3 KB)
  • 045 Introduction to Seaborn.en.srt (16.1 KB)
  • 045 Introduction to Seaborn.mp4 (46.9 MB)
  • 045 Introduction to Seaborn.pt.srt (16.6 KB)
  • 046 Visualizing With Seaborn Part 1.en.srt (15.4 KB)
  • 046 Visualizing With Seaborn Part 1.mp4 (40.9 MB)
  • 047 Keyword Arguments in Python (advanced tutorial).en.srt (15.4 KB)
  • 047 Keyword Arguments in Python (advanced tutorial).mp4 (56.8 MB)
  • 047 Keyword Arguments in Python (advanced tutorial).pt.srt (16.0 KB)
  • 048 Section Recap.en.srt (6.3 KB)
  • 048 Section Recap.mp4 (8.5 MB)
  • 048 Section Recap.pt.srt (6.7 KB)
  • 049 HOMEWORK World Trends.en.srt (6.3 KB)
  • 049 HOMEWORK World Trends.mp4 (20.9 MB)
  • 049 HOMEWORK World Trends.pt.srt (6.9 KB)
06 Advanced Visualization
  • 050 What is a Category data type.en.srt (15.2 KB)
  • 050 What is a Category data type.mp4 (35.6 MB)
  • 050 What is a Category data type.pt.srt (15.9 KB)
  • 051 Working with JointPlots.en.srt (11.0 KB)
  • 051 Working with JointPlots.mp4 (22.3 MB)
  • 052 Histograms.en.srt (10.6 KB)
  • 052 Histograms.mp4 (23.6 MB)
  • 053 Stacked histograms in Python.en.srt (27.4 KB)
  • 053 Stacked histograms in Python.mp4 (57.5 MB)
  • 053 Stacked histograms in Python.pt.srt (28.5 KB)
  • 054 Creating a KDE Plot.en.srt (11.6 KB)
  • 054 Creating a KDE Plot.mp4 (30.6 MB)
  • 054 Creating a KDE Plot.pt.srt (12.1 KB)
  • 055 Working with Subplots().en.srt (20.0 KB)
  • 055 Working with Subplots().mp4 (49.8 MB)
  • 055 Working with Subplots().pt.srt (20.6 KB)
  • 056 Violinplots vs Boxplots.en.srt (12.6 KB)
  • 056 Violinplots vs Boxplots.mp4 (26.6 MB)
  • 056 Violinplots vs Boxplots.pt.srt (13.3 KB)
  • 057 Creating a Facet Grid.en.srt (18.3 KB)
  • 057 Creating a Facet Grid.mp4 (51.8 MB)
  • 057 Creating a Facet Grid.pt.srt (18.8 KB)
  • 058 Coordinates and Diagonals.en.srt (10.9 KB)
  • 058 Coordinates and Diagonals.mp4 (40.3 MB)
  • 058 Coordinates and Diagonals.pt.srt (11.4 KB)
  • 059 BONUS Building Dashboards in Python.en.srt (24.7 KB)
  • 059 BONUS Building Dashboards in Python.mp4 (106.0 MB)
  • 059 BONUS Building Dashboards in Python.pt.srt (25.7 KB)
  • 060 BONUS Styling Tips.en.srt (24.4 KB)
  • 060 BONUS Styling Tips.mp4 (90.7 MB)
  • 060 BONUS Styling Tips.pt.srt (25.4 KB)
  • 061 BONUS Finishing Touches.en.srt (22.0 KB)
  • 061 BONUS Finishing Touches.mp4 (65.8 MB)
  • 062 Section Recap.en.srt (7.9 KB)
  • 062 Section Recap.mp4 (10.4 MB)
  • 062 Section Recap.pt.srt (8.0 KB)
  • 063 HOMEWORK Movie Domestic Gross.en.srt (7.2 KB)
  • 063 HOMEWORK Movie Domestic Gross.mp4 (27.5 MB)
  • 063 HOMEWORK Movie Domestic Gross.pt.srt (7.6 KB)
07 Homework Solutions
  • 064 Homework Solution Section 2 Law Of Large Numbers.en.srt (14.0 KB)
  • 064 Homework Solution Section 2 Law Of Large Numbers.mp4 (21.3 MB)
  • 064 Homework Solution Section 2 Law Of Large Numbers.pt.srt (14.8 KB)
  • 065 Homework Solution Section 3 Financial Statement Analysis (Part 1).en.srt (7.4 KB)
  • 065 Homework Solution Section 3 Financial Statement Analysis (Part 1).mp4 (21.7 MB)
  • 065 Homework Solution Section 3 Financial Statement Analysis (Part 1).pt.srt (7.9 KB)
  • 066 Homework Solution Section 3 Financial Statement Analysis (Part 2).en.srt (9.1 KB)
  • 066 Homework Solution Section 3 Financial Statement Analysis (Part 2).mp4 (27.3 MB)
  • 066 Homework Solution Section 3 Financial Statement Analysis (Part 2).pt.srt (9.4 KB)
  • 067 Homework Solution Section 4 Basketball Free Throws.en.srt (15.3 KB)
  • 067 Homework Solution Section 4 Basketball Free Throws.mp4 (51.5 MB)
  • 067 Homework Solution Section 4 Basketball Free Throws.pt.srt (16.0 KB)
  • 068 Homework Solution Section 5 World Trends (Part 1).en.srt (11.9 KB)
  • 068 Homework Solution Section 5 World Trends (Part 1).mp4 (35.0 MB)
  • 068 Homework Solution Section 5 World Trends (Part 1).pt.srt (12.7 KB)
  • 069 Homework Solution Section 5 World Trends (Part 2).en.srt (10.7 KB)
  • 069 Homework Solution Section 5 World Trends (Part 2).mp4 (30.3 MB)
  • 069 Homework Solution Section 5 World Trends (Part 2).pt.srt (11.4 KB)
  • 070 Homework Solution Section 6 Movie Domestic Gross (Part 1).en.srt (13.0 KB)
  • 070 Homework Solution Section 6 Movie Domestic Gross (Part 1).mp4 (39.3 MB)
  • 070 Homework Solution Section 6 Movie Domestic Gross (Part 1).pt.srt (13.7 KB)
  • 071 Homework Solution Section 6 Movie Domestic Gross (Part 2).en.srt (4.2 KB)
  • 071 Homework Solution Section 6 Movie Domestic Gross (Part 2).mp4 (19.4 MB)
  • 071 Homework Solution Section 6 Movie Domestic Gross (Part 2).pt.srt (4.5 KB)
  • 072 THANK YOU bonus video.en.srt (2.3 KB)
  • 072 THANK YOU bonus video.mp4 (52.2 MB)
  • 072 THANK YOU bonus video.pt.srt (2.3 KB)
08 Bonus Lectures
  • 073 YOUR SPECIAL BONUS.html (4.1 KB)
  • [FreeCourseWorld.Com].url (0.1 KB)

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