Wall Street Coder: Machine Learning and Algorithmic Trading - Udemy

"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.

Wall Street Coder 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! Offline viewing on the Teachable 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!

COURSE BREAKDOWN

Wall Street Coder: Anybody Can Learn to Code and Trade

LEVEL I: HOW TO TRADE

Understand Stock Market Fundamentals

Solid Financial Acumen for Networking

Industry Definitions

What Stocks Are

Stocks, Bonds, ETFs, Mutual Funds and Cryptos

How Stocks Are Created

Introduction to Trading Stocks

How Stocks Are Traded

Platforms Used to Trade Stocks

How to Create Accounts and Begin Trading

Trading Strategies in Bear and Bull Markets

LEVEL II: CODING FOR TRADE

Python Introduction

Learn How to Code in Python

Use Python to Solve Real-World Tasks

Work with Python’s Conditional Statements, Functions, Sequences and Loops

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

Sentiment Analysis

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 Prediction

Price Change Prediction

LEVEL V: QUANTOPIAN TRADING

Intro to Quantopian

How to Make Trades

Using Algorithms

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!