Python for Traders Masterclass

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Python for Traders Masterclass

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Capstone Project Coding a Simple HFT Market Making Bot

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Module 2 Python Fundamentals for Finance

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Module 3 Working with Financial Data

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Module 4 How to Code and Backtest a Trading Algorithm

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Module 5 Automated Data Collection, Cleaning, and Storage

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Module 6 Analyzing Fundamentals in Python

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Module 7 Options & Derivatives Pricing Models

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Module 8 Introduction to High-Frequency Trading

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Project 1 Research & Backtest a Realistic Trading Algorithm

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Project 2 Volatility Surface Analysis Tool

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Project 3 Design & Build a Limit Order Book

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Python for Traders Masterclass

Capstone Project Coding a Simple HFT Market Making Bot

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Project Overview Building a Simple Market Making Bot Python for Traders.htm

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Project Summary Python for Traders.htm

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Solution Add Alpha to the Pricing Strategy Python for Traders.htm

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Solution Define a System and Class Architecture Class Architecture Python for Traders.htm

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Solution Define the Event Loop Solution Define the Event Loop Python for Traders.htm

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Solution Implement the Data Feeds Python for Traders.htm

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Solution Implement the Order Manager Python for Traders.htm

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Step 1 Define a System and Class Architecture Python for Traders.htm

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Step 2 Define the Event Loop Python for Traders.htm

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Step 3 Implement the Data Feeds Python for Traders.htm

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Step 4 Implement the Order Manager Python for Traders.htm

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Step 5 Add Alpha to the Pricing Strategy Python for Traders.htm

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Python for Traders Masterclass

Module 2 Python Fundamentals for Finance

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2.1. Python Installation and Setup UsageLesson Summary Python for.htm

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2.3.1.mp4

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2.3.2.mp4

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2.3.3.mp4

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2.3.4.mp4

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2.3. Basic Python ExpressionsVariables ConditionalsLoopsLesson Summary Python for.htm

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2.4.1.mp4

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2.4. Intermediate Python FunctionsClassesData StructuresSummary Python for.htm

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2.6. Data Science in Python Python for.htm

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2.7. Key library Pandas Diving Deeper into pandas.DataFramesExample Loading Stock Data from Yahoo! FinanceLesson Summary Python for.htm

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2.8. Key library NumPy Example Computing Stock ReturnsLesson Summary Python for.htm

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2.9. Key library Matplotlib Lesson Summary Python for.htm

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2.10. Key library Statsmodels Hypothesis TestingRegressionsTime Series AnalysisLesson Summary Python for.htm

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2.11. Key library Scikit-learn Lesson Summary Python for.htm

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Show All

Introducing the Python for Traders Masterclass, a complete course designed to show you the ins and outs of Python programming particularly tailor-made for merchants. On this 8-week course, you’ll delve into varied modules that cowl every little thing from the basics of Python for finance to superior matters comparable to high-frequency buying and selling and choices pricing fashions. The course is ideal for each rookies seeking to enter the world of algorithmic buying and selling in addition to skilled merchants looking for to boost their expertise and keep forward within the aggressive finance business.

The primary module, “Capstone Undertaking Coding a Easy HFT Market Making Bot,” units the tone for the course by introducing you to the idea of high-frequency buying and selling and market making methods. You’ll discover ways to code a easy bot that may execute trades at lightning velocity, providing you with a aggressive edge within the fast-paced world of finance. This hands-on venture will lay the inspiration for the remainder of the course, constructing your confidence and expertise as a Python dealer.

Shifting on to Module 2, “Python Fundamentals for Finance,” you’ll be taught the fundamentals of Python programming language and easy methods to apply it particularly to monetary information. This module will equip you with the mandatory instruments and data to deal with advanced monetary information units, analyze traits, and make knowledgeable buying and selling choices. With a stable understanding of Python fundamentals, you may be well-prepared to sort out the extra superior modules that observe.

In Module 4, “How you can Code and Backtest a Buying and selling Algorithm,” you’ll take your expertise to the following degree by studying easy methods to develop and take a look at your personal buying and selling algorithms. This module will train you easy methods to code varied buying and selling methods, backtest them utilizing historic information, and optimize them for most profitability. By the top of this module, you’ll have the talents and confidence to design and implement your personal buying and selling algorithms with Python.

One of many highlights of the course is Module 7, “Choices & Derivatives Pricing Fashions,” the place you’ll discover the advanced world of choices pricing and derivatives. This module will introduce you to superior mathematical fashions used to cost choices and derivatives, providing you with a deep understanding of how these monetary devices work. By mastering choices pricing fashions, it is possible for you to to make extra knowledgeable and worthwhile buying and selling choices within the derivatives market.

Along with the great course modules, additionally, you will have the chance to work on three sensible tasks that may take a look at your expertise and data in real-world buying and selling situations. From researching and backtesting a practical buying and selling algorithm to designing and constructing a restrict order e-book, these tasks will problem you to use what you’ve realized in a hands-on setting. By finishing these tasks, you’ll not solely show your mastery of Python for buying and selling but additionally construct a portfolio of labor that may showcase your expertise to potential employers within the finance business.

In conclusion, the Python for Traders Masterclass is the last word useful resource for anybody seeking to grasp Python programming for buying and selling. With a deal with sensible expertise and real-world functions, this course will equip you with the data and instruments you’ll want to succeed as a Python dealer in at present’s aggressive finance business. Do not miss this chance to raise your buying and selling expertise and future-proof your profession with the Python for Traders Masterclass. Join at present and take your buying and selling to the following degree!