TeamTreeHouse - Data Science Basics [...

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

Files (24)

01 Getting Started with Data Science/0101 What is Data Science.mp418.3 MiB
01 Getting Started with Data Science/0102 Selecting Data.mp416.71 MiB
01 Getting Started with Data Science/0103 Obtaining Data.mp49.12 MiB
01 Getting Started with Data Science/0104 Installing Libraries.mp44.22 MiB
02 Describing Data/0201 Loading Raw Data.mp430.65 MiB
02 Describing Data/0202 Calculating Descriptive Statistics.mp413.68 MiB
02 Describing Data/0203 Calculating Sums and Totals.mp46.75 MiB
02 Describing Data/0204 Calculate Averages.mp49.02 MiB
02 Describing Data/0205 Max and Min.mp49.77 MiB
03 Cleaning Data/0301 Clean Up Your Data.mp48.69 MiB
03 Cleaning Data/0302 Filtering Rows.mp415.87 MiB
03 Cleaning Data/0303 Grouping Rows.mp415.23 MiB
04 Exporting/0401 Exporting CSV Files.mp419.87 MiB
04 Exporting/0402 Writing Functions to Export CSV Files.mp47.84 MiB
04 Exporting/0403 Exporting to Excel.mp415.17 MiB
05 Charts and Tables/0501 Line Charts.mp414.08 MiB
05 Charts and Tables/0502 Bar Charts.mp45.88 MiB
05 Charts and Tables/0503 Tables.mp411.95 MiB
06 Creating Reports/0601 Styling.mp49.6 MiB
06 Creating Reports/0602 Saving PDFs.mp414.57 MiB
06 Creating Reports/0603 Adding Automation.mp416.1 MiB
Project Files/api_example.py.zip1.51 KiB
Project Files/python-data-sci-basics-master.zip789.86 KiB
NepsterJay.txt526 B

TeamTreeHouse - Data Science Basics [NepsterJay]

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Description

Files (24)