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Database Management for Trading: Basic

12 Hours
In the fast-paced world of trading, managing vast amounts of data efficiently is key. This course teaches you how to use databases to store, update, and retrieve historical data, real-time market data, bid-ask spreads, and options data using Python, SQLite, and SQLAlchemy. Dive into advanced topics like multithreading, multiprocessing, and handling corporate actions, all through practical Jupyter notebooks, videos, and documents, to build scalable data workflows for your trading strategies.
Level
Beginner
Author
QuantInsti®
Price Lifetime Access
₹11311/-₹20199/-
  • Skills Covered
  • Learning Track
  • Prerequisites
  • Syllabus
  • About author
  • Testimonials
  • Faqs

Skills Covered

Course Features

  • Community
    Community

    Faculty Support on Community

  • Interactive Coding Exercises
    Interactive Coding Exercises

    Interactive Coding Practice

  • Capstone Project
    Capstone Project

    Capstone Project Using Real Market Data

  • Get Certified
    Get Certified

    Get Certified

learning track 1

This course is a part of the Learning Track: Algorithmic Trading for Beginners

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Need help? Write to us at quantra@quantinsti.com or call us at +91 8450963428.

Prerequisite

No prior database experience is required. A basic understanding of Python, along with knowledge of data manipulation using Pandas and NumPy, is essential. Familiarity with financial markets and trading concepts is helpful, though not mandatory

After this course you’ll be able to

  1. Understand the importance of using databases for trading and learn about their structure and types.
  2. Learn how to create and manage databases using SQLite and SQLAlchemy.
  3. Source, structure, and store options chain data, live market data, and bid-ask data in databases.
  4. Develop skills to create databases based on data and query them for in-depth analysis.
  5. Apply multithreading and multiprocessing techniques to optimise database management for trading.

Syllabus

about author

QuantInsti®
QuantInsti®
QuantInsti is the world's leading algorithmic and quantitative trading research & training institute with registered users in 190+ countries and territories. An initiative by founders of iRage, one of India’s top HFT firms, QuantInsti has been helping its users grow in this domain through its learning & financial applications based ecosystem for 10+ years.
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Why quantra®?

  • More in Less Time
    More in Less Time

    Gain more in less time

  • Expert Faculty
    Expert Faculty

    Get taught by practitioners

  • Self-paced
    Self-paced

    Learn at your own pace

  • Data & Strategy Models
    Data & Strategy Models

    Get data & strategy models to practice on your own

learning experience

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Faqs