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Principles of Algorithmic Options Trading
Course Introduction
Overview (2:19)
Technical Analysis
Introduction (11:35)
Candlestick Charts (6:18)
Specialized Candlestick Charts (4:00)
Technical Indicators: Volume (2:06)
Technical Indicators: On Balance Volume (1:38)
Technical Indicators: Volume Weighted Average Price (VWAP) (1:38)
Technical Indicators: VWAP Standard Deviation Bands (3:39)
Technical Indicators: Anchored VWAP (3:00)
Technical Indicators: RSI, MACD (5:47)
Stock Fundamental Analysis
Fundamental Analysis (3:00)
Introductory Stock Screener (8:42)
Introduction to Stock Options
Fundamentals of Options Trading (5:33)
Basic Options: Buy Calls (7:46)
Basic Options: Buy Puts (5:08)
Basic Options: Sell Calls (7:20)
Basic Options: Sell Puts (6:04)
Types of Options (2:10)
Option Greeks (7:14)
Basics of Algorithmic Trading
Required Libraries and Setup (4:41)
Robinhood Unofficial API Introduction (2:51)
Project 1: Python Prerequisites, Libraries and Brokerage Account Setup (1:20)
TDAmeritrade Unofficial API Introduction (4:10)
TDAmeritrade Thinkorswim Platform Introduction (7:07)
Project 2: Additional Brokerage Account Setup and Preliminary Data Retrieval (0:35)
Logging in and Authentication (2:33)
Project 3: Multi-factor Authentication Setup (0:45)
Obtaining Real-time Market Data (7:33)
Project 4: Preliminary Technical Analysis 1 (2:32)
Obtaining Option Expiration Dates Algorithmically (5:02)
Project 5: Algorithmic Retrieval of Option Expiration Dates (1:16)
Obtaining Real-time Option Pricing (7:22)
Project 6: Real-time Option Prices (1:47)
Shell Scripting for Automation (2:56)
Project 7: Task Scheduling and Automation (0:57)
Version Control (3:05)
Project 8: Version Control Setup (1:33)
Exception Handling (4:24)
Project 9: Automated Exception Handling (0:52)
Data Robustness (3:01)
Project 10: Data Accuracy and Verification (1:22)
Simulating Options Trading (3:50)
Real-time Options Trading Nuances (8:00)
Options Trading Strategies
RSI + MACD (2:58)
Stock Screening Strategy for Non-daily Options (6:04)
Project 11: Stock Screener Automation (1:54)
Obtaining Recent Stock Upgrades/Downgrades Algorithmically (2:15)
Project 12: Stock Upgrades and Downgrades (0:37)
Obtaining Market Volatility Indices (2:53)
Project 13: Calculation of Market Volatility Indices (0:47)
Trading Rules and Setup for RSI + MACD (11:06)
RSI + MACD Trading Setup in Action (14:09)
Project 14: Simulate your Options Trading Setup (2:15)
Candlesticks + VWAP (5:42)
Trading Rules and Setup for Candlesticks + VWAP (12:44)
Candlesticks (1 min) + VWAP Trading Setup in Action (7:27)
Candlesticks (5 min) + VWAP Trading Setup in Action (9:29)
Project 15: Simulate your Options Trading Bot (1:37)
Candlesticks + OBV (5:04)
Project 16: Your Own Algorithmic Trading Bot (2:50)
Summary
Summary and Closing Remarks (5:16)
Teach online with
Basic Options: Buy Calls
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