- Course type
- Paid course
- All Levels
- 21 hours
- 128 lessons
- Available on completion
- Course author
- John Bura
- Understand stock market fundamentals
- How stocks are created
- How to create accounts and begin trading
- Learn to manage stock data with Python
- Read algorithms, strategies, and different kinds of graphs
- And more!
- Broad concepts are covered so that you will have a solid general understanding of the industry.
- You’ll be able to talk concepts and regressive models with financial traders
- You'll learn the tools and techniques used daily by finance professionals.
- Get your hands dirty with real world coding examples and learn to code in Python.
- You’ll also learn how to retrieve data from financial web pages.
"I know enough python to be dangerous. Most of the ML classes are so abstract and theoretical that no learning happens. This is the first class where we use concrete examples that I can relate to and allow me to learn. Absolutely love this course!" - Mary T.
Learn complete Python trading and coding from scratch. Become an expert in data analytics and real-world financial analysis. We are proud to present one of the most interesting and complete courses we've created so far. No experience is required.
Through Mammoth Interactive’s self-paced online learning, finance theory is not overwhelming like it would be in a regular university.
The Ultimate Python, Machine Learning, and Algorithmic Trading Masterclass will guide you through everything you need to know to use Python for finance and algorithmic trading. We'll start off by learning the fundamentals of Python and proceed to learn about machine learning and Quantopian.
The lessons are supplemented with handful of helpful source files you can refer back to at any time — forever! PLUS: Offline viewing on the Udemy iOS app. Lifetime access to all content.
THE VIDEO LESSONS
In this series of straight-to-the-point videos, you’ll learn how to:
Understand stock market fundamentals from the ground up
Strategically trade in bear and bull markets
Create accounts and begin trading
Gain financial acumen to network in the financial industry
Code in Python to solve real-world tasks
Use the data analysis toolkit Pandas to work with data
After the fundamentals, we’ll get into strategies and specifics, including:
Working in changing markets
Projects of algorithms and technical analysis to add to your FinTech resume
Machine learning and artificial intelligence for price prediction
Build a test project on Quantopian using money invested into a fund
And much more!
The Ultimate Python, Machine Learning, and Algorithmic Trading Masterclass
LEVEL I: INTRODUCTION TO PYTHON
Learn How to Code in Python
Use Python to Solve Real-World Tasks
Work with Python’s Conditional Statements, Functions, Sequences and Loops
LEVEL II: CODING FOR TRADE
Work with Scientific Packages like NumPy
Use the Data Analysis Toolkit, Pandas
Graphing with Python
Working with Stock Data
Getting Stock Data
Graphing Stock Data
LEVEL III: TECHNICAL ANALYSIS
Introduction to Technical Analysis
Reading Different Kinds of Graphs
Algorithms and Strategies
Choosing a Strategy to Apply
LEVEL IV: PYTHON MACHINE LEARNING
Intro to Machine Learning (ML)
Intro to Tensorflow (TF)
Intro to Keras
Basic ML Models
Price Change Prediction
LEVEL V: QUANTOPIAN TRADING
Intro to Quantopian
How to Make Trades
Different Kinds of Analysis
How to Backtest
Use a Practice Account with Fake Money
Interpret Results and Fund Performance
REVIEWS OF MAMMOTH INTERACTIVE
"Captivating voice, easy to follow at a rapid pace, get some paper and fasten your seat-belts. I'm enjoying every second of this. Literally, I bought this course for specific lectures of the Python + Tensorflow aspects, and after 2 hours I already know way more than after 10 hours of the Zero-to-Deep-Learning." - Philip Murray
"This course is a great way to get introduced to coding and bringing the game together from a full SLDC stance. The instructors are responsive, and the Q&A sections are extremely helpful. 100% worth the time invested to learn through this course." - Derek Hass
"Incredible course. Looking forward for more content like this. Thank you and good job." - Joniel Gallo
Enroll now to join the Mammoth community!