Python Data Science Fundamentals - Comprehensive Bundle
Created by Team Mammoth
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41 lectures
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Skill level
All levels
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Sections
3
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Lectures
41
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Instructor
Team Mammoth
What's inside
This course includes.
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3
Sections
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
Included
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Course content
Curriculum & lectures.
+ Complete Beginners Data Analysis with Pandas and Python 18 lectures Preview
00. Panda Course Introduction
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01. Intro To Pandas
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02. Installing Pandas
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03. Creating Pandas Series
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04. Date Ranges
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05. Getting Elements From Series
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06. Getting Properties Of Series
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07. Modifying Series
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08. Operations On Series
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09. Creating Pandas Dataframes
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10. Getting Elements From Dataframes
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11. Getting Properties From Dataframes
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12. Dataframe Modification
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13. Dataframe Operations
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14 Dataframe Comparisons And Iteration
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15. Reading Csvs
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16. Summary And Outro
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Source Files
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+ Learn to Graph Data with Python and Matplotlib 12 lectures
00. Course Intro
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01. Intro To Pyplot
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02. Installing Matplotlib
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03. Basic Line Plot
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04. Customizing Graphs
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05. Plotting Multiple Datasets
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06. Bar Chart
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07. Pie Chart
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08. Histogram
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09. 3D Plotting
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10. Course Outro
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Pyplot Code
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+ Data Science with Python and NumPy 11 lectures
00. Course Intro
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01. Intro to Numpy
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02. Installing Numpy
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03. Creating Numpy Arrays
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04. Creating Numpy Matrices
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05. Getting and Setting Numpy Elements
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06. Arithmetic Operations on Numpy Arrays
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07. Numpy Functions Part 1
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08. Numpy Functions Part 2
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09. Summary and Outro
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Source Files
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Instructors
Taught by people who ship.
Team Mammoth
Instructor
Produced by a team of Mammoth Club industry experts. Over 14 years, Mammoth Club has built a global student community in 190+ countries with 9+ million courses sold, releasing over 1,000+ courses and 5,000+ hours of video content.
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