Mammoth Club All levels 4 sections 28 lectures

Algorithmic Trading with Python, Statistics and Pandas - Build Investing Strategies

Learn how to snag the most in demand role in the tech field today!

01
Skill level
All levels
02
Sections
4
03
Lectures
28
04
Instructor
John Bura
What's inside

This course includes.

4
Sections
28
Lectures
28
Resources
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
Unlock all courses with our Subscription Bundle! Get unlimited access to entire course library, books and assets. Learn more and subscribe today!
Course content

Curriculum & lectures.

4 sections · 28 lectures
+ 00 Course Overview 1 lecture
00 Project Preview Locked
+ 03 Build Your First Investing Strategy 6 lectures
01 Make An API Call Locked
02 Convert Data To A Pandas Dataframe Locked
03 Batch Api Calls To Improve Performance Locked
04 Calculate The Number Of Shares To Buy Locked
05 Build An Excel File From The Pandas Dataframe Locked
03-Source Files Locked
+ 04 Find 50 Best Momentum Stocks with 2 Investing Strategies 11 lectures
00 Project 2 Preview Locked
01 Make An API Call Locked
02 Execute A Batch API Call Locked
03 Remove Low Momentum Stocks Locked
04 Calculate The Number Of Shares To Buy Locked
05 Find High Quality Momentum Stocks Locked
06 Calculate Momentum Percentiles Locked
08 Calculate New Number Of Shares To Buy Locked
07 Find The 50 Best Momentum Stocks Locked
09 Build An Excel File Locked
04-Source Files Locked
+ 05 Find 50 Best Value Stocks with 2 Investing Strategies 10 lectures
00 Project 3 Preview Locked
01 Build A Dataframe Locked
02 Remove Glamour Stocks Locked
03 Calculate The Number Of Shares To Buy Locked
04 Build A Composite Of Valuation Metrics Locked
05 Clean Dataframe Locked
06 Calculate Value Percentiles Locked
07 Find The 50 Best Value Stocks Locked
08 Calculate New Number Of Shares To Buy Locked
05-Source Files Locked
Description

About this course.

Welcome to the Algorithmic Trading with Python, Statistics, and Pandas course! In this comprehensive program, you will dive into the fascinating world of algorithmic trading and learn how to build powerful investing strategies using Python.

Algorithmic trading is revolutionizing the financial industry, and being proficient in this field can give you a competitive edge. This course will equip you with the essential skills and knowledge to develop robust trading strategies and automate the decision-making process.

Throughout the course, you will learn the foundations of statistics and how to apply statistical techniques to analyze market data. You will gain a deep understanding of key concepts such as mean reversion, trend-following, and risk management, which are vital for developing successful trading strategies.

Using the Pandas library, you will learn how to retrieve, clean, and preprocess financial data to make informed trading decisions. You will explore various technical indicators and statistical models to identify trading opportunities and create effective trading signals.

Furthermore, you will delve into backtesting and performance evaluation techniques to assess the effectiveness of your strategies. By simulating trades on historical data, you will be able to analyze and optimize your strategies, ensuring their profitability and reliability.

By the end of this course, you will have built a solid foundation in algorithmic trading and developed multiple investing strategies using Python, statistics, and Pandas. You will be able to design, implement, and test your own trading algorithms, taking advantage of market trends and maximizing your investment returns.

Whether you're an aspiring quant, a financial professional, or an individual interested in algorithmic trading, this course will provide you with the tools and knowledge to excel in this dynamic field. Join us now and unlock the potential of algorithmic trading with Python!

Instructors

Taught by people who ship.

John Bura

John Bura

Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.

Ready to start building?

Learn how to snag the most in demand role in the tech field today!

Buy lifetime access →