Welcome Students!
STEP #1: Set Up
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Lesson 01: Welcome to Step 1! (1:00)
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Lesson 02: Create Rapid API Account
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Lesson 03: Subscribe to US Housing Market Data
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Lesson 04: Create a Gmail Account
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Lesson 05: Upload Course Materials (3:14)
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Lesson 06: Run Hello World! (6:36)
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Lesson 07: Create Github Account
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Lesson 08: Create Tableau Public Account
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Lesson 09: Review Tableau Gallery (3:55)
STEP #2: Python for Beginners
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Lesson 01: Welcome to Step 2! (1:11)
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Lesson 02: Introduction to Python (3:14)
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Lesson 03: Data Types (17:47)
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Lesson 04: Lists, Dictionaries, and Tuples (12:36)
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Lesson 05: Conditionals & Loops (19:50)
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Lesson 06: Functions (9:59)
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Lesson 07: List Comprehensions (6:38)
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Lesson 08: Pandas Data Wrangling (27:05)
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Lesson 09: Visualizations (16:42)
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Lesson 10: Joining Data (8:41)
STEP #3: Web Scraping
STEP #4: Public Data Sources
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Lesson 01: Welcome to Step 4! (1:02)
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Lesson 02: Zillow Housing Data (24:46)
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Lesson 03: Realtor Real Estate Data (13:45)
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Lesson 04: Redfin Housing Market Data (10:27)
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Lesson 05: Apartment List Rent Estimates (22:55)
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Lesson 06: U.S. Census Bureau Data (11:49)
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Lesson 07: Federal Reserve Economic Data | FRED (6:24)
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Lesson 08: Kaggle Datasets (3:14)
STEP #5: Introduction to APIs
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Lesson 01: Welcome to Step 5! (0:59)
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Lesson 02: Introduction to APIs (3:44)
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Lesson 03: Economic Data | Bureau of Labor Statistics API (16:40)
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Lesson 04: Financial Data | Yahoo Finance API (22:35)
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Lesson 05: Housing Data | Nasdaq Quandl Zillow API (27:12)
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Lesson 06: Property & Land Parcel Data APIs (9:19)
STEP #6: FRED API
STEP #7: Census API
STEP #8: Descriptive Statistics
STEP #9: Market Data Analysis
STEP #10: Tableau Visualization
BONUS: Wrap Up
