Machine Learning Fundamentals

24 casts | 2:35:13 for the total course


Description

Buff your skills to keep your job and get a raise in ANY economic climate. This course, BUNDLE, keeps your skills sharp and your paycheque up!

● Probability and Statistics for Machine Learning ● Distributions in Machine Learning ● Machine Learning Optimization

This masterclass is, without a doubt, the most comprehensive course available anywhere online. Even if you have zero experience, this course will take you from beginner to professional.

Frequently Asked Questions

  • How do I obtain a certificate?
  • Each certificate in this bundle is only awarded after you have completed every lecture of the course.
  • Many of our students post their Mammoth Interactive certifications on LinkedIn. Not only that, but you will have projects to show employers on top of the certification.
  • Is this an eBook or videos?
  • The majority of this course bundle will be video tutorials (screencasts of practical coding projects step by step.) We will also have several PDFs and all source code.
  • Can’t I just learn via Google or YouTube?

This bundle is much more streamlined and efficient than learning via Google or YouTube. We have curated a massive 5-course curriculum to take you from absolute beginner to starting a high-paying career.

How will I practice to ensure I’m learning?

With each section there will be a project, so if you can build the project along with us you are succeeding. There is also a challenge at the end of each section that you can take on to add more features to the project and advance the project in your own time. 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.

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. Try a course today.

  • 1. Mammoth Interactive Courses Introduction
    • Machine Learning Theory for Business | About Mammoth Interactive | 0.0

      1:12

    • Machine Learning Theory for Business | How To Learn Online Effectively | 0.1

      13:46

  • 2. Course Overview - Machine Learning Fundamentals
    • Course Overview - Machine Learning Fundamentals | 00 Course Overview - Machine Learning Fundamentals

      13:46

  • 3. (Prerequisite) Introduction to Machine Learning
    • 01 (Prerequisite) Introduction to Machine Learning | 00A What Is Machine Learning

      5:26

    • 01 (Prerequisite) Introduction to Machine Learning | 00B Types Of Machine Learning Models

      12:18

    • 01 (Prerequisite) Introduction to Machine Learning | 00C What Is Supervised Learning

      11:04

    • 01 (Prerequisite) Introduction to Machine Learning | 01 How Does A Machine Learning Agent Learn

      7:39

    • 01 (Prerequisite) Introduction to Machine Learning | 02 What Is Inductive Learning

      4:12

  • 4. (Prerequisite) Introduction to Python
    • 02.01 What is Google Colab

      4:25

    • 02.02 What If I Get Errors

      2:40

    • 02.03 How Do I Terminate a Session

      2:40

  • 5. Probability and Statistics for Machine Learning
    • Probability and Statistics for Machine Learning | 01 Probability And Information Theory Overview.m4v

      5:15

    • Probability and Statistics for Machine Learning | 02 Combinatorics For Probability

      8:44

    • Probability and Statistics for Machine Learning | 03 Law Of Large Numbers

      10:39

    • Probability and Statistics for Machine Learning | 04 Calculate Center Of Distribution

      7:40

  • 6. Distributions in Machine Learning
    • Distributions in Machine Learning | 01 Uniform Distribution

      5:25

    • Distributions in Machine Learning | 02 Gaussian Distribution

      3:45

    • Distributions in Machine Learning | 03 Log-Normal Distribution

      3:28

    • Distributions in Machine Learning | 04 Exponential Distribution

      3:04

    • Distributions in Machine Learning | 05 Laplace Distribution

      1:55

    • Distributions in Machine Learning | 06 Binomial Distribution

      9:05

    • Distributions in Machine Learning | 07 Multinomial Distribution

      4:00

    • Distributions in Machine Learning | 08 Poisson Distribution

      4:21

  • 7. Machine Learning Optimization
    • Machine Learning Optimization | 01 Calculate Error Of Machine Learning Model

      8:44

Created By

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 3.3 million

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