TeamTreeHouse - Data Science Basics [NepsterJay]

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Added on May 3, 2015 by RedChillin Other > Tutorials
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TeamTreeHouse - Data Science Basics [NepsterJay] (Size: 273.84 MB)

		NepsterJay.txt	526 bytes
		0101 What is Data Science.mp4	18.3 MB
		0102 Selecting Data.mp4	16.71 MB
		0103 Obtaining Data.mp4	9.12 MB
		0104 Installing Libraries.mp4	4.22 MB
		0201 Loading Raw Data.mp4	30.65 MB
		0202 Calculating Descriptive Statistics.mp4	13.68 MB
		0203 Calculating Sums and Totals.mp4	6.75 MB
		0204 Calculate Averages.mp4	9.02 MB
		0205 Max and Min.mp4	9.77 MB
		0301 Clean Up Your Data.mp4	8.69 MB
		0302 Filtering Rows.mp4	15.87 MB
		0303 Grouping Rows.mp4	15.23 MB
		0401 Exporting CSV Files.mp4	19.87 MB
		0402 Writing Functions to Export CSV Files.mp4	7.84 MB
		0403 Exporting to Excel.mp4	15.17 MB
		0501 Line Charts.mp4	14.08 MB
		0502 Bar Charts.mp4	5.88 MB
		0503 Tables.mp4	11.95 MB
		0601 Styling.mp4	9.6 MB
		0602 Saving PDFs.mp4	14.57 MB
		0603 Adding Automation.mp4	16.1 MB
		api_example.py.zip	1.51 KB
		python-data-sci-basics-master.zip	789.86 KB

Description

This course will follow the basic procedures of conducting data science work, namely selecting and describing data, and munging it into a communicable form. At the end of this course, students will be able to pick a small dataset available online and, using Python language, quickly calculate descriptive statistics and show their results with basic charts and tables.

What you'll learn:
- What Is Data Science?
- Loading Raw Data
- Cleaning Data
- MatPlotLib
- NumPy
- Creating Reports

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273.84 MB

seeders:1

leechers:0

TeamTreeHouse - Data Science Basics [NepsterJay]