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Catalog / All levels / The Ultimate 5-HOUR Machine Learning Fundamentals Bundle
Mammoth Club All levels 7 sections 33 lectures

The Ultimate 5-HOUR Machine Learning Fundamentals Bundle

Created by Team Mammoth
01
Skill level
All levels
02
Sections
7
03
Lectures
33
04
Instructor
Team Mammoth
What's inside

This course includes.

✓
7
Sections
✓
33
Lectures
✓
31
Resources
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
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Course content

Curriculum & lectures.

7 sections · 33 lectures
+ Welcome! 2 lectures
Submit a Question / Feedback Locked
AI Edge, a Mammoth Club Daily Briefing Locked
+ Course Overviews 2 lectures
00 Course Overview Locked
Full Course Source Files Locked
+ 01 Introduction to Machine Learning 9 lectures
00A What Is Machine Learning Locked
00B Types Of Machine Learning Models Locked
00C What Is Supervised Learning Locked
02 What Is Inductive Learning Locked
00D What Is Unsupervised Learning Locked
01 How Does A Machine Learning Agent Learn Locked
03 Performance Of A Machine Learning Algorithm Locked
04 Handle Noise In Data Locked
05 Powerful Tools With Machine Learning Libraries- Locked
+ 02 Probability and Statistics for Machine Learning 4 lectures
03 Law Of Large Numbers Locked
02 Combinatorics For Probability Locked
01 Probability And Information Theory Overview Locked
04 Calculate Center Of Distribution Locked
+ 03 Distributions in Machine Learning 8 lectures
03 Log-Normal Distribution Locked
02 Gaussian Distribution Locked
01 Uniform Distribution Locked
05 Laplace Distribution Locked
04 Exponential Distribution Locked
04-06 Binomial Distribution Locked
04-07 Multinomial Distribution Locked
04-08 Poisson Distribution Locked
+ 04 Machine Learning Optimization 1 lecture
01 Calculate Error Of Machine Learning Model Locked
+ Project - Classify Review Sentiment 7 lectures
01 Project Preview Locked
01 Create A Dataset Locked
02 Vectorize Text Locked
03 Build A Word Cloud Locked
04 Reduce Data Dimensionality With Principal Component Analysis Locked
05 Perform Unsupervised Classification With K-Means Clusters Locked
Source Files Locked
Description

About this course.

New to machine learning? Already exploring cutting-edge tech? This exclusive 5-HOUR bundle has something for everyone.


From beginner foundations to real-world industry applications, you’ll explore how modern machine learning is built, scaled, and used—across business, tech, healthcare, and beyond.


Included in this bundle:

🚀 Beginner-friendly lessons on core machine learning concepts

🧠 Advanced techniques and emerging technologies

🏭 Real-world use cases across industries—from finance to robotics

💼 Practical machine learning applications that are transforming how we work


Whether you're just getting started or ready to push into advanced territory, this first-time Humble Bundle launch delivers everything you need to understand, build, and apply predictive analytics confidently.


Unlock the future. One course at a time.

Start learning today.

Instructors

Taught by people who ship.

Team Mammoth

Team Mammoth

Instructor

Produced by a team of Mammoth Club industry experts. Over 15 years, Mammoth Club has built a global student community in 190+ countries with 9+ million courses sold, releasing over 1,000+ courses and 5,000+ hours of video content.

Ready to start building?

Join Mammoth Club and move through the course with structured lessons, previews, and certificates.

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