Course curriculum

    1. Investments

    2. Stocks & Stock Market

    3. Market Participants

    4. What are Candlesticks and how to read them?

    5. How do stock prices change?

    6. Stock Market Index

    7. Fundamental Analysis

    8. Quiz

    1. What is Algorithm Trading ?

    2. Basic Terminologies

    3. Diving into Technical Analysis (Bonus)

    4. Technical Analysis

    5. Types of Technical Indicator

    6. Introduction to Strategies

    7. Combining Trading Indicators

    8. Backtesting your strategy

    9. Backtesting on TradingView

    10. Backtesting with Python (from Scratch)

    11. Backtesting with Vectorbt

    12. Algorithmic Trading Quiz

    1. What are Derivatives?

    2. Types of Derivatives

    3. OTC vs Exchange - Traded Derivatives

    4. Forwards

    5. Futures

    6. Netting & Mark-to-Market(MTM)

    7. Introduction To Stock Options

    8. Going Deeper with Stock Options

    9. Basic Options Strategies

    10. Basics of Greeks and how to use them?

    11. Swaps

    12. Volatility and its Effect on Option Prices

    13. Introduction to Derivative Market Quiz

    14. Options Strategies Quiz

    1. Linear Regression and Logistic Regression

    2. Linear Regression Continued

    3. Decision Trees

    4. Random Forest

    5. Decision tree assignment

    6. Performance metrics

    7. Ensemble Methods

    8. Fraud Detection Assignment

    9. Time Series Analysis ( Basic )

    10. Sentiment Analysis ( Intro )

    11. Sentiment Analysis ( Depth )

    12. How does it work?

    13. Sentiment Analysis Quiz

About this course

  • Free
  • 47 lessons
  • 0 hours of video content

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