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30-Day Money-Back Guarantee

This course includes:

  • 9.5 hours on-demand video
  • 8 articles
  • 8 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
Development Programming Languages Technical Analysis

Python, Excel and Machine Learning for Stocks Data Science

Learn how to snag the most in demand role in the tech field today!
Rating: 2.0 out of 52.0 (1 rating)
65 students
Created by Mammoth Interactive, John Bura
Last updated 10/2020
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • Basic Machine Learning Concepts

Course content

8 sections • 72 lectures • 9h 28m total length

  • Preview05:43
  • Source Files
    00:00

  • Preview04:47
  • Preview05:46
  • Variables
    19:34
  • Type Conversion Examples
    10:21
  • Operators
    07:21
  • Operators Examples
    22:09
  • Collections
    08:39
  • Lists
    11:55
  • Multidimensional List Examples
    08:22
  • Tuples Examples
    08:51
  • Dictionaries Examples
    14:41
  • Ranges Examples
    08:47
  • Conditionals
    06:58
  • If Statement Examples
    10:32
  • If Statement Variants Examples
    11:35
  • Loops
    07:17
  • While Loops Examples
    11:47
  • For Loops Examples
    11:35
  • Functions
    08:04
  • Functions Examples
    09:33
  • Parameters And Return Values Examples
    14:08
  • Classes And Objects
    11:30
  • Classes Example
    13:28
  • Objects Examples
    10:11
  • Inheritance Examples
    17:43
  • Static Members Example
    11:20
  • Summary And Outro
    04:23
  • Source Files
    00:00

  • Preview02:01
  • Pull In Stock Data
    08:21
  • Pull In More Stock Information
    05:08
  • Calculate Equity And Returns
    11:56
  • Calculate Selling Strategy
    09:25
  • Calculate Total Returns
    04:28
  • Source Files
    00:00

  • Preview02:31
  • Predict Stocks With Moving Average
    09:34
  • Visualize Accuracy
    03:48
  • What Is Exponential Smoothing
    04:15
  • Predict Stocks With Exponential Smoothing
    07:37
  • Source Files
    00:00

  • Preview01:46
  • Pull Historical Stock Data
    05:49
  • What Is Linear Regression
    04:45
  • Linear Regression On Stock Data In Excel
    08:04
  • Check Accuracy Of Linear Regression
    12:53
  • Source Files
    00:00

  • Preview02:01
  • Build Models On The Web
    05:05
  • What Libraries Will We Use
    05:56
  • Source Files
    00:00

  • Preview16:42
  • Define Variables
    11:36
  • Split Dataset For Training And Testing
    07:33
  • Build A Linear Regression Model
    09:16
  • Predict Stock Prices
    10:14
  • Calculate Model Accuracy
    14:17
  • Predict To Buy Or To Sell
    07:23
  • Source Files
    00:00

  • Preview06:23
  • Import Stock Data
    09:19
  • What Is Shaping Data
    05:18
  • Shape Training And Testing Data
    12:06
  • What Is Scaling Data
    06:35
  • Scale Data For Training
    11:24
  • What Is Keras
    03:24
  • Build A Keras Model
    14:04
  • Scale And Shape Data For Testing
    05:33
  • Test The Model
    05:15
  • Source Files
    00:00

Requirements

  • No experience necessary

Description

This course is project-based so you will not be learning a bunch of useless coding practices. At the end of this course you will have real world apps to use in your portfolio. We feel that project based training content is the best way to get from A to B. Taking this course means that you learn practical, employable skills immediately.



You can use the projects you build in this course to add to your LinkedIn profile. Give your portfolio fuel to take your career to the next level.



Learning how to code is a great way to jump in a new career or enhance your current career. Coding is the new math and learning how to code will propel you forward for any situation. Learn it today and get a head start for tomorrow. People who can master technology will rule the future.

Who this course is for:

  • Absolute beginners to programming
  • Developers transferring from other languages

Instructors

Mammoth Interactive
Top-Rated Instructor, 700,000+ Students
Mammoth Interactive
  • 4.2 Instructor Rating
  • 10,439 Reviews
  • 198,918 Students
  • 251 Courses

"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.

Mammoth Interactive has been contracted to produce epic soundtracks, addicting levels, rock solid programming and business development.

John Bura
Best Selling Instructor Web/App/Game Developer 700k Students
John Bura
  • 4.2 Instructor Rating
  • 16,982 Reviews
  • 315,817 Students
  • 281 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.

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