Build a Machine Learning Bot to Trade Based on Social Media

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John Bura,Mammoth Interactive

7:36:30

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1 - 00a Course Overview

1 - 00 Course Overview.mp4

08:08

2 - Source Files.html

2 - Source-Files.zip

2 - 00b Mammoth Interactive Courses Introduction

3 - 00 About Mammoth Interactive.mp4

01:12

4 - 01 How To Learn Online Effectively.mp4

13:46

5 - Source Files.html

5 - Source-Files.zip

3 - 01 Introduction to Python Prerequisite

6 - 00 Intro To Course And Python.mp4

09:57

7 - 01 Variables.mp4

19:19

8 - 02 Type Conversion Examples.mp4

10:06

9 - 03 Operators.mp4

28:54

10 - 04 Collections.mp4

08:24

11 - 05 List Examples.mp4

19:41

12 - 06 Tuples Examples.mp4

08:36

13 - 07 Dictionaries Examples.mp4

14:26

14 - 08 Ranges Examples.mp4

08:32

15 - 09 Conditionals.mp4

06:43

16 - 10 If Statement Examples.mp4

21:32

17 - 11 Loops.mp4

29:42

18 - 12 Functions.mp4

17:01

19 - 13 Parameters And Return Values Examples.mp4

13:54

20 - 14 Classes And Objects.mp4

34:11

21 - 15 Inheritance Examples.mp4

17:29

22 - 16 Static Members Examples.mp4

11:05

23 - 17 Summary And Outro.mp4

04:08

24 - Source Files.html

24 - Source-Code.zip

4 - 02 Scrape and Process Tweets

25 - 01 Get Twitter Developer API.mp4

06:49

26 - 02 Get Latest Tweet Via API.mp4

12:53

27 - 03 Check If Tweeted About Cryptocurrency.mp4

05:59

28 - Source Files.html

28 - Source-Files.zip

5 - 03 Tweet Sentiment Analysis

29 - 01 What Is Sentiment Analysis.mp4

10:28

30 - 02 Analyze Tweet Sentiment.mp4

11:02

31 - Source Files.html

31 - Source-Files.zip

6 - 04 Buy Cryptocurrency Algorithmically Test with Sandbox

32 - 01 Get Coinbase Pro Sandbox API.mp4

06:40

33 - 02 Open Coinbase Pro Sandbox Account Via API.mp4

17:45

34 - 03 Test Buy From Coinbase Sandbox Via API.mp4

07:44

35 - Source Files.html

35 - Source-Files.zip

7 - 05 Buy Cryptocurrency Algorithmically Real Coins

36 - 01 Get Coinbase API.mp4

05:33

37 - 02 Buy Cryptocurrency From API.mp4

06:56

38 - Source Files.html

38 - Source-Files.zip

8 - 06 Run Bot All Day

39 - 01 Run Bot All Day.mp4

06:11

40 - Source Files.html

40 - Source-Files.zip

9 - 07 Buy Doge with Kraken API

41 - 01 How To Access Kraken API.mp4

05:22

42 - 02 Buy Doge Algorithmically.mp4

05:22

43 - Source Files.html

43 - Source-Files.zip

10 - 08 Data Analysis Other Cryptos Affected by Tweets

44 - 00 Project Preview.mp4

03:25

45 - 01 Fetch Crypto Stock Data.mp4

05:40

46 - 02 Visualize Crypto Data.mp4

04:32

47 - 03 Scrape Historical Tweets.mp4

13:10

48 - 04 Filter Tweets About Crypto Only.mp4

04:21

49 - 05 Visualize Tweet Effects On Crypto Value.mp4

07:05

50 - Source Files.html

50 - Source-Files.zip

11 - 09 How to Expand Bot

51 - 01 Challenge How To Expand Bot.mp4

02:47

52 - Source Files.html

52 - Source-Files.zip

Description

Build AI agents in Jupyter Notebooks!

What You'll Learn?

Build machine learning algorithms
Code in Python
Trade cryptocurrency automatically
Analyze data from Twitter

Who is this for?

Anyone interested in trading algorithmically with machine learning

What You Need to Know?

No experience necessary

More details

Description
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.
Who this course is for:
Anyone interested in trading algorithmically with machine learning

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Machine Learning

John Bura

Instructor's Courses

John Bura is has been a successful Udemy instructor since 2011. John Bura has been programming games since 1997 and teaching since 2002. John is the owner of the game development studio Mammoth Interactive. This company produces XBOX 360, iPhone, iPad, android, HTML 5, ad-games and more. Mammoth Interactive recently sold a game to Nickelodeon! John has been contracted by many different companies to provide game design, audio, programming, level design and project management. To this day John has 40 commercial games that he has contributed to. Several of the games he has produced have risen to the top 10 in the Apple's app store. In his spare time John likes to play ultimate Frisbee, cycle and work out.

Mammoth Interactive

Instructor's Courses

Mammoth Interactive is a leading online course provider in everything from learning to code to becoming a YouTube star. Mammoth Interactive courses have been featured on Harvard’s edX, Business Insider and more.Over 11 years, Mammoth Interactive has built a global student community with 1.1 million courses sold. Mammoth Interactive has released over 250 courses and 2,500 hours of video content.Founder and CEO John Bura has been programming since 1997 and teaching since 2002. John has created top-selling applications for iOS, Xbox and more. John also runs SaaS company Devonian Apps, building efficiency-minded software for technology workers like you."I absolutely love this course. This is such a comprehensive course that was well worth the money I spent and a lot more. Will definitely be looking at more Mammoth Interactive courses when I finish this." – Student Matt W."Very good at explaining the basics then building to more complex features." – Student Kevin L.Try a course today.

Udemy

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Students take courses primarily to improve job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.