Autoplay
Autocomplete
Previous Lesson
Complete and Continue
Machine Learning Magic: Unleashing the Power of Algorithms
Mammoth interactive Course Introduction
Preface
00 About Mammoth Interactive (1:12)
01 How To Learn Online Effectively (13:46)
Source Files
Course Overview - Machine Learning Fundamentals
Course Overview (13:46)
Source Files
(Prerequisite) Introduction to Machine Learning
What Is Machine Learning (5:26)
Types Of Machine Learning Models (12:17)
What Is Supervised Learning (11:04)
What Is Unsupervised Learning (8:17)
How Does A Machine Learning Agent Learn (7:38)
What Is Inductive Learning (4:11)
Performance Of A Machine Learning Algorithm (4:14)
Handle Noise In Data (5:22)
Powerful Tools With Machine Learning Libraries- (12:11)
(Prerequisite) Introduction to Python
Introduction (4:42)
Variables (19:17)
Type Conversion Examples (10:04)
Operators (7:04)
Operators Examples (21:52)
Collections (8:23)
Lists (11:38)
Multidimensional List Examples (8:05)
Tuples Examples (8:34)
Dictionaries Examples (14:24)
Ranges Examples (8:30)
Conditionals (6:41)
If Statement Examples (10:16)
If Statement Variants Examples (11:18)
Loops (7:00)
While Loops Examples (11:30)
For Loops Examples (11:18)
Functions (7:47)
Functions Examples (9:16)
Parameters And Return Values Examples (13:46)
Classes And Objects (11:13)
Classes Example (13:11)
Objects Examples (9:54)
Inheritance Examples (17:26)
Static Members Example (11:03)
Summary And Outro (4:06)
Source code
Probability and Statistics for Machine Learning
Probability And Information Theory Overview (5:15)
Combinatorics For Probability (8:44)
Law Of Large Numbers (10:38)
Calculate Center Of Distribution (7:40)
Distributions in Machine Learning
Uniform Distribution (5:25)
Gaussian Distribution (3:45)
Log-Normal Distribution (3:28)
Exponential Distribution (3:04)
Laplace Distribution (1:54)
Binomial Distribution (9:05)
Multinomial Distribution (3:59)
Poisson Distribution (4:21)
Machine Learning Optimization
Calculate Error Of Machine Learning Model (8:44)
Source Files
Source Files
Types Of Machine Learning Models
Lesson content will be unlocked within 30 minutes.
Teachable is working on this bug.
No further action will be required on your part
.
Thank you for your patience