Python, Machine Learning and Algorithmic Trading Masterclass

Created by John Bura, Mammoth Interactive | Video: h264, 1280×720 | Audio: AAC 48KHz 2ch | Duration: 20:15 H/M | Lec: 128 | 9.21 GB | Language: English | Sub: English [Auto-generated]

Are you interested in how people successfully trade and invest? Learn how to break in and dominate the world of finance!

What you’ll learn
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.

Requirements
A working computer on which you can work with Python

Description
“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!

COURSE BREAKDOWN

The Ultimate Python, Machine Learning, and Algorithmic Trading Masterclass

LEVEL I: INTRODUCTION TO PYTHON

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

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

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!

Who this course is for?
Aspiring data scientists
Programming beginners
People interested in finance and investing
Coders who want to specialize in finance
Anyone who wants to learn programming for an in-demand field
Finance professionals who want to learn FinTech