Build a Machine Learning Bot to Trade Based on Social Media
- Development
- May 10, 2025

Build a Machine Learning Bot to Trade Based on Social Media, available at $49.99, with 52 lectures, and has 17 subscribers.
You will learn about Build machine learning algorithms Code in Python Trade cryptocurrency automatically Analyze data from Twitter This course is ideal for individuals who are Anyone interested in trading algorithmically with machine learning It is particularly useful for Anyone interested in trading algorithmically with machine learning.
Enroll now: Build a Machine Learning Bot to Trade Based on Social Media
Summary
Title: Build a Machine Learning Bot to Trade Based on Social Media
Price: $49.99
Number of Lectures: 52
Number of Published Lectures: 52
Number of Curriculum Items: 52
Number of Published Curriculum Objects: 52
Original Price: $199.99
Quality Status: approved
Status: Live
What You Will Learn
Who Should Attend
Target Audiences
Build a Machine Learning Bot to Trade Based on Social Media
Since 2006, Twitter has been a continuously growing source of information, keeping us informed about all and nothing. It is estimated that more than 6,000 tweets are exchanged on the platform every second, making it an inexhaustible mine of information that it would be a shame not to use.
Fortunately, there are different ways to process tweets in an automated way, and retrieve precise information in an instant Interested in learning such a solution in a quick and easy way? Take a look below
By taking this course, you will learn all the steps necessary to build your own Tweet Sentiment prediction model. That said, you will learn much more as the course is separated into 4 different parts, linked together, but providing its share of knowledge in a particular field (Text Mining, NLP and Machine Learning).
Alexandra Kropova is a software developer with extensive experience in full-stack web development, app development and game development. She has helped produce courses for Mammoth Interactive since 2016, including the Coding Interview series in Java, JavaScript, C++, C#, Python and Swift.
When does the course start and finish?
The course starts now and never ends! It is a completely self-paced online course – you decide when you start and when you finish.
How long do I have access to the course?
How does lifetime access sound? After enrolling, you have unlimited access to this course for as long as you like – across any and all devices you own.
Course Curriculum
Chapter 1: 00a Course Overview
Lecture 1: 00 Course Overview
Lecture 2: Source Files
Chapter 2: 00b Mammoth Interactive Courses Introduction
Lecture 1: 00 About Mammoth Interactive
Lecture 2: 01 How To Learn Online Effectively
Lecture 3: Source Files
Chapter 3: 01 Introduction to Python (Prerequisite)
Lecture 1: 00. Intro To Course And Python
Lecture 2: 01. Variables
Lecture 3: 02. Type Conversion Examples
Lecture 4: 03. Operators
Lecture 5: 04. Collections
Lecture 6: 05. List Examples
Lecture 7: 06. Tuples Examples
Lecture 8: 07. Dictionaries Examples
Lecture 9: 08. Ranges Examples
Lecture 10: 09. Conditionals
Lecture 11: 10. If Statement Examples
Lecture 12: 11. Loops
Lecture 13: 12. Functions
Lecture 14: 13. Parameters And Return Values Examples
Lecture 15: 14. Classes And Objects
Lecture 16: 15. Inheritance Examples
Lecture 17: 16. Static Members Examples
Lecture 18: 17. Summary And Outro
Lecture 19: Source Files
Chapter 4: 02 Scrape and Process Tweets
Lecture 1: 01 Get Twitter Developer API
Lecture 2: 02 Get Latest Tweet Via API
Lecture 3: 03 Check If Tweeted About Cryptocurrency
Lecture 4: Source Files
Chapter 5: 03 Tweet Sentiment Analysis
Lecture 1: 01 What Is Sentiment Analysis
Lecture 2: 02 Analyze Tweet Sentiment
Lecture 3: Source Files
Chapter 6: 04 Buy Cryptocurrency Algorithmically – Test with Sandbox
Lecture 1: 01 Get Coinbase Pro Sandbox API
Lecture 2: 02 Open Coinbase Pro Sandbox Account Via API
Lecture 3: 03 Test Buy From Coinbase Sandbox Via API
Lecture 4: Source Files
Chapter 7: 05 Buy Cryptocurrency Algorithmically – Real Coins
Lecture 1: 01 Get Coinbase API
Lecture 2: 02 Buy Cryptocurrency From API
Lecture 3: Source Files
Chapter 8: 06 Run Bot All Day
Lecture 1: 01 Run Bot All Day
Lecture 2: Source Files
Chapter 9: 07 Buy Doge with Kraken API
Lecture 1: 01 How To Access Kraken API
Lecture 2: 02 Buy Doge Algorithmically
Lecture 3: Source Files
Chapter 10: 08 Data Analysis – Other Cryptos Affected by Tweets
Lecture 1: 00 Project Preview
Lecture 2: 01 Fetch Crypto Stock Data
Lecture 3: 02 Visualize Crypto Data
Lecture 4: 03 Scrape Historical Tweets
Lecture 5: 04 Filter Tweets About Crypto Only
Lecture 6: 05 Visualize Tweet Effects On Crypto Value
Lecture 7: Source Files
Chapter 11: 09 How to Expand Bot
Lecture 1: 01 Challenge – How To Expand Bot
Lecture 2: Source Files
Instructors

Mammoth Interactive
Top-Rated Instructor, 3.3 Million+ Students

John Bura
Best Selling Instructor Web/App/Game Developer 1Mil Students
Rating Distribution
Frequently Asked Questions
How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!
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