Intro to Data Analysis and Visualisation with Python
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Introduction (1:17)
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What we are going to learn, and why learn Data Analytics? (15:59)
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Why use Python? (5:05)
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Setting up Python, Anaconda and Jupyter notebooks (15:15)
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Intro to Jupyter notebooks (27:55)
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Intro to Python notebooks + Variables (12:00)
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Strings (14:24)
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Numbers (10:51)
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Boolean (8:09)
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Lists (27:41)
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Wrapping up and finding help (5:03)
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Homework (10:06)
Problem definition, Getting data, and Pandas
Data Wrangling
Visualisations
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Introduction (1:24)
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Intro to data visualisation (6:33)
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How do our minds interpret visualisations? (11:33)
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Do's and Don'ts (9:56)
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Data visualisation in Python (12:03)
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Intro to packages (8:54)
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Intro to Seaborn (10:42)
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Relationship plots (19:50)
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Categorical plots (9:22)
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Advanced plots (7:31)
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Homework (2:44)
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