Stock Price Prediction using Machine Learning

Stock Price Prediction using Machine Learning-min


  • Python Fundamentals for Investment



  • Intermediate



  • 5 SIDC CPE points
  • 4 FIMM CPD points


ICF Competency Type / Title / Level

  • Functional – Technical / Technical Analysis / Level 2


Learning Outcome

  • Demonstrate a good understanding of the basic concepts of machine learning.
  • Demonstrate the ability to creating a stock price prediction model using LSTM.
  • Demonstrate the ability to fine tune a LSTM stock price prediction model.
  • Demonstrate the ability to implement the LSTM stock price prediction model.


Course Synopsis

The stock market is known for its extreme complexity and volatility, and people are always looking for an accurate and effective way to guide stock trading. Machine learning has found its applications in many interesting fields over these years and predicting stock price movement is one of them.

The purpose of this course is for you to learn how to develop your own stock price prediction model using a machine learning technique called Long Short-Term Memory. This course is designed from the perspective of investing professionals with minimal computer programming experienced. It will guide you through the process of creating a machine learning model, fine tuning the model and implementing it in a practical environment.

Course Content

Total learning: 18 lessons / 1 quiz Time: 75 minutes
  • Downloadable Notes  0/1

    • 1.1
  • Stock Price Prediction Using Machine Learning  0/16

    • 2.1
    • 2.2
    • 2.3
    • 2.4
    • 2.5
    • 2.6
    • 2.7
    • 2.8
    • 2.9
    • 2.10
    • 2.11
    • 2.12
    • 2.13
    • 2.14
    • 2.15
    • 2.16
  • Conclusion  0/1

    • 3.1
  • Summative Assessment  0/1

    • Quiz4.1


Dr. Theang Kok Foo

Dr Theang is a Certified Public Accountant in California, U.S.A, with over 25 years of experience in the financial sector. He began his career as an auditor with Ernst & Young in Washington, D.C. and is currently working as a licensed equity dealer with a major stockbroker in Malaysia. He is also a professional trainer who conducts investment seminars for Malaysia’s leading financial institutions on a regular basis. His areas of expertise include portfolio management, fundamental analysis, technical analysis and market forecasting. Dr Theang obtained his PhD in Finance from Monash University Malaysia. He also has a Master of Science in Accounting from the University of Delaware as well as a Bachelor of Science in Accounting from the University of Louisiana at Lafayette.


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  • 5 SIDC CPE points
  • 4 FIMM CPD points