Development [Udemy] Python, Machine Learning and Algorithmic Trading Masterclass

tttx · 13 Июн 2021

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DESCRIPTION:

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

"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: