Course Introduction
Technical Analysis
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Introduction (11:35)
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Candlestick Charts (6:18)
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Specialized Candlestick Charts (4:00)
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Technical Indicators: Volume (2:06)
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Technical Indicators: On Balance Volume (1:38)
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Technical Indicators: Volume Weighted Average Price (VWAP) (1:38)
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Technical Indicators: VWAP Standard Deviation Bands (3:39)
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Technical Indicators: Anchored VWAP (3:00)
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Technical Indicators: RSI, MACD (5:47)
Stock Fundamental Analysis
Introduction to Stock Options
Basics of Algorithmic Trading
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Required Libraries and Setup (4:41)
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Robinhood Unofficial API Introduction (2:51)
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Project 1: Python Prerequisites, Libraries and Brokerage Account Setup (1:20)
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TDAmeritrade Unofficial API Introduction (4:10)
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TDAmeritrade Thinkorswim Platform Introduction (7:07)
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Project 2: Additional Brokerage Account Setup and Preliminary Data Retrieval (0:35)
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Logging in and Authentication (2:33)
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Project 3: Multi-factor Authentication Setup (0:45)
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Obtaining Real-time Market Data (7:33)
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Project 4: Preliminary Technical Analysis 1 (2:32)
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Obtaining Option Expiration Dates Algorithmically (5:02)
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Project 5: Algorithmic Retrieval of Option Expiration Dates (1:16)
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Obtaining Real-time Option Pricing (7:22)
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Project 6: Real-time Option Prices (1:47)
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Shell Scripting for Automation (2:56)
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Project 7: Task Scheduling and Automation (0:57)
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Version Control (3:05)
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Project 8: Version Control Setup (1:33)
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Exception Handling (4:24)
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Project 9: Automated Exception Handling (0:52)
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Data Robustness (3:01)
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Project 10: Data Accuracy and Verification (1:22)
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Simulating Options Trading (3:50)
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Real-time Options Trading Nuances (8:00)
Options Trading Strategies
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RSI + MACD (2:58)
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Stock Screening Strategy for Non-daily Options (6:04)
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Project 11: Stock Screener Automation (1:54)
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Obtaining Recent Stock Upgrades/Downgrades Algorithmically (2:15)
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Project 12: Stock Upgrades and Downgrades (0:37)
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Obtaining Market Volatility Indices (2:53)
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Project 13: Calculation of Market Volatility Indices (0:47)
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Trading Rules and Setup for RSI + MACD (11:06)
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RSI + MACD Trading Setup in Action (14:09)
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Project 14: Simulate your Options Trading Setup (2:15)
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Candlesticks + VWAP (5:42)
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Trading Rules and Setup for Candlesticks + VWAP (12:44)
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Candlesticks (1 min) + VWAP Trading Setup in Action (7:27)
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Candlesticks (5 min) + VWAP Trading Setup in Action (9:29)
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Project 15: Simulate your Options Trading Bot (1:37)
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Candlesticks + OBV (5:04)
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Project 16: Your Own Algorithmic Trading Bot (2:50)
