Python Packages for Data Science
How many times have you decided to learn a programming language but got stuck somewhere along the way, grew frustrated, and gave up? This specialization is designed for learners who have little or no programming experience but want to use Python as a tool to play with data. Now that you have mastered the fundamentals of Python and Python functions, you will turn your attention to Python packages specifically used for Data Science, such as Pandas, Numpy, Matplotlib, and Seaborn. Are you ready? Let's go! Logo image courtesy of Mourizal Zativa.
Monthly Subscription Starting at AED 99 + VAT
- Level Professional
- المدة 20 ساعات hours
- الطبع بواسطة University of Colorado Boulder
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Offered by
عن
How many times have you decided to learn a programming language but got stuck somewhere along the way, grew frustrated, and gave up? This specialization is designed for learners who have little or no programming experience but want to use Python as a tool to play with data. Now that you have mastered the fundamentals of Python and Python functions, you will turn your attention to Python packages specifically used for Data Science, such as Pandas, Numpy, Matplotlib, and Seaborn. Are you ready? Let's go! Logo image courtesy of Mourizal Zativa. Available on Unsplash here: https://unsplash.com/photos/gNMVpAPe3PEالوحدات
What Are Packages?
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- What Are Packages?
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- Assessment Strategy
Random Package
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- Let's play with Random Package
Exercise: Game 1
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- Exercise: Game 1
Exercise: Game 2
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Summary
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- Unlock Lab 1: Solutions
- Python Packages
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- Lab 1
- Lab 1: Solutions
Numpy - Introduction
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- Numpy - Introduction
Numpy - More
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- Numpy - More
Numpy - More
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- Numpy - More
Numpy - In Sum
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- Unlock Lab 1: Solutions
- Numpy
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- Numpy - In Sum
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- Lab 1: Solutions
Pandas - Introduction
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- Pandas - Introduction
Pandas - More
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- Unlock Lab 2: Solutions
- Pandas
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- Pandas - More
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- In-Class Demo
- Lab 2
- Lab 2: Solutions
Introduction to Matplotlib
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- Introduction to Matplotlib
Matplotlib Plots
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- Matplotlib Plots
Matplotlib Summary
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- Matplotlib
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- Matplotlib Summary
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- In-Class Demo
- Exploratory Lab
Introduction to Seaborn
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- Introduction to Seaborn
More Seaborn
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Auto Summary
Dive into the world of data science with Coursera's "Python Packages for Data Science." Ideal for beginners, this course focuses on essential Python packages like Pandas, Numpy, Matplotlib, and Seaborn. Taught by industry experts, it's perfect for those looking to leverage Python in big data and analytics. The course spans 1200 minutes and offers Starter and Professional subscription options. Join now to enhance your data science skills!
Di Wu