6 Live Sentiment Analysis Trading Bots using Python

Build 6 Live Crypto & Stocks Sentiment Analysis Trading Bots using Reddit, Twitter & News Articles

3.45 (117 reviews)
Udemy
platform
English
language
Other
category
1,472
students
5 hours
content
Apr 2021
last update
$19.99
regular price

What you will learn

6 Different Live Sentiment Analysis Trading Algorithms

Perform Sentiment Analysis on Reddit, Twitter, & News posts

Web Scraping Multiple Websites for Valuable Information

Implement BERT in Live Trading Algorithm

Practical Algorithmic Trading

Alpaca & Binance Trading Algorithms

Stocks & Crypto Trading Bots

Tools & Skills for building Wall Street Trading Bots

Use Cutting Edge NLP Algorithms like BERT for sentiment classification

Description

Join the most comprehensive Sentiment Analysis & Machine Learning Algorithmic Trading course on Udemy and learn how to build amazing state-of-the-art Trading Algorithms!

Do you want to learn how to build cutting edge trading algorithms that leverage todays technology? Or do you want to learn the tools and skills that many quantitative hedge funds use to make billions of dollars every year? Or do you just want to learn algorithmic trading in a highly practical way? Then this is the course for you!

After completing this course you will be able to:

  • Learn the skills and tools to develop any trading algorithm

  • Apply state of the art Natural Language Processing Algorithms to Trading Algorithms

  • Web Scraping Financial Websites for live trading

  • Build your own Dataset with Bullish/Bearish labels so you customize any trading strategy you have

  • Build Crypto and News trading bots

  • Make money through algorithmic trading

Why should you choose this course?

This course guides you through a step-by-step process of building state of the art trading algorithms and ensures that you walk away with the practical skills to build any trading algorithm idea you have and implement it live with an exchange.

Here's what's included in the course:

  • Bitcoin Reddit Trading Bot

  • Doge Reddit Trading Bot

  • Bitcoin Twitter Trading Bot

  • Gold Twitter Trading Bot

  • Tesla News Trading Bot

  • NIO News Trading Bot

  • And much more!

This course is for you if ...

  • You're interested in cutting edge technology and applying it to financial markets

  • You're passionate about Deep Learning/AI or Quantitative Finance and want to expand your knowledge.

  • Want to learn about cutting-edge technologies!

Course prerequisites:

  • Python!

Content

Introduction

Introduction

Reddit Sentiment Trading Bot - 1

Introduction & Setting up for the Course
Connecting to Reddit
Get Trending Post & Comments from Reddit
Stream Comments & Performing Sentiment Analysis
Trading Strategy 1
Get Bitcoin with Referral code!
Connecting to Binance in Python
Setting up Order Function
Buying Stock Function
Selling Stock Function

Reddit Sentiment Trading Bot - 2

Introduction to 2nd Trading Strategy
Setting up Project
Trading Strategy 2 - Part 1
Trading Strategy 2 - Part 2
Trading Strategy 2 - Part 3

Twitter Sentiment Trading Bot - 1

Setting up Project
Connecting to Twitter
Streaming Tweets
Filter Stream
Clean Tweets
Get English Tweets
Create our Dataset
Labelling Data
Created Dataset Download
Use Cutting Edge Algorithm NLP Algorithm - Part 1
Use Cutting Edge Algorithm NLP Algorithm - Part 2
Use BERT on our Created Dataset
Clean & Preprocess Data
Training BERT
Predicting new Text
Import our Trained Classifier into our Trading Script
Predicting Sentiment from Tweets
Order Function
Trading Strategy 3 - Part 1
Trading Strategy 3 - Part 2
Trading Strategy 3 - Part 3

Twitter Sentiment Trading Bot - 2

Trading Strategy 4 - Part 1
Web Scrape CNN
Trading Strategy 4 - Part 2

News Sentiment Trading Bot - 1

Setting up Project
Web Scrape FinViz
Putting Data in Dataframe
Getting Financial News Data for NLP Algorithm
Preprocessing our Data
Introduction to Natural Language Processing
Tokenizing Data
Building our Neural Network in Keras
Training our Model
Load Model
Load Tokenizer
Predicting on Scraped News Articles
Storing Prediction
Trading Strategy 5 - Part 1
Trading Strategy 5 - Part 2
Trading Strategy 5 - Part 3

News Sentiment Trading Bot - 2

Trading Strategy 6 - Part 1
Trading Strategy 6 - Part 2
Trading Strategy 6 - Part 3

Screenshots

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Reviews

Venkat
September 10, 2023
Outdated !! APIs and webpages scalping methods are no more working. Author needs to either update the course or upload new code that works in the resources section so that students can use it. Do not buy this course, as you may as well google and get a working code or methods.
John
November 5, 2021
The presenter has knowledge that is valuable, but the production, errors and jumping around on the screen are annoying.
Confucius_The_Great
May 13, 2021
You need to be intermediate level at Python + he talks a little fast. So you have to pause all the time.
Yepyepyup
April 5, 2021
Samuel is a great teacher, he speaks with clarity and makes sure the students understands each concept. I really appreciate how he shows us how we reads and understands the documentation for each python package, it really helps with understanding. Thanks!
Qubit
April 5, 2021
i can finally do my algorithms!! thank you for this practical course and all the tools you taught me!

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Related Topics

3916130
udemy ID
3/15/2021
course created date
4/18/2021
course indexed date
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