Algorithmic Trading with Python: Identifying Top Momentum Stocks for Success
10 casts | 1:17:54 for the total course
Algorithms Python FinanceCreated By Mammoth Interactive INC 18 Followers
Description
This course is designed for traders and data enthusiasts who want to harness Python for developing sophisticated trading strategies. You’ll learn to create and optimize trading algorithms to identify and act on high-quality momentum stocks.
Course Content:
01. Make An API Call
- Learn to interact with financial APIs to retrieve stock data.
- Understand the basics of making API calls and handling responses.
02. Execute A Batch API Call
- Implement batch API calls to efficiently gather large datasets.
- Manage multiple requests to optimize data retrieval processes.
03. Remove Low Momentum Stocks
- Develop strategies to filter out stocks with low momentum.
- Use Python to process and clean your dataset for improved analysis.
04. Calculate The Number Of Shares To Buy
- Learn to determine the optimal number of shares to purchase based on trading signals and risk management.
05. Find High Quality Momentum Stocks
- Use algorithmic techniques to identify stocks with strong momentum.
- Apply filters and criteria to select high-quality trading opportunities.
06. Calculate Momentum Percentiles
- Calculate and interpret momentum percentiles to assess stock performance.
- Develop metrics to rank and compare stocks based on their momentum.
07. Find The 50 Best Momentum Stocks
- Apply your algorithm to pinpoint the top 50 stocks with the highest momentum.
- Refine your selection criteria to focus on the most promising investment opportunities.
08. Calculate New Number Of Shares To Buy
- Adjust your buying strategy based on updated momentum data.
- Implement algorithms to recalculate and optimize your trading decisions.
09. Build An Excel File
- Create a comprehensive Excel file to organize and analyze your trading data.
- Export and manage your trading results for further analysis and reporting.
By the end of this course, you will have developed a robust algorithmic trading system that identifies and acts on the best momentum stocks. Gain practical experience in Python programming, financial data analysis, and trading strategy development, and elevate your trading skills to new heights.
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04-00 Project 2 Preview | Algo Trading Python
2:42
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01 Make An API Call | Algo Trading Python
9:48
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02 Execute A Batch API Call | Algo Trading Python
14:59
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03 Remove Low Momentum Stocks | Algo Trading Python
6:06
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04 Calculate The Number Of Shares To Buy | Algo Trading Python
7:53
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05 Find High Quality Momentum Stocks | Algo Trading Python
11:42
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06 Calculate Momentum Percentiles | Algo Trading Python
7:20
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07 Find The 50 Best Momentum Stocks | Algo Trading Python
8:11
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08 Calculate New Number Of Shares To Buy | Algo Trading Python
5:31
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09 Build An Excel File | Algo Trading Python
3:42
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04-00 Project 2 Preview | Algo Trading Python
Created By
US$49.99
This course includes
Unlock the power of algorithmic trading with our course, “Algorithmic Trading with Python: Identifying Top Momentum Stocks for Success.” This hands-on course will guide you through the entire process of developing a sophisticated trading strategy, from making API calls and filtering low momentum stocks to calculating optimal share quantities and finding the top 50 momentum stocks. You’ll gain practical skills in Python programming, financial data analysis, and trading strategy development, and learn to build and manage your trading data effectively with Excel. Elevate your trading expertise and uncover the best momentum stocks to drive your investment success.
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