Machine Learning Magic: Unleashing the Power of Algorithms
Created by Team Mammoth
01
Skill level
All levels
02
Sections
15
03
Lectures
137
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Instructor
Team Mammoth
What's inside
This course includes.
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15
Sections
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137
Lectures
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242
Resources
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
Included
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Course content
Curriculum & lectures.
+ Overview 2 lectures
00 Course Overview
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Source Files
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+ Code Python on the Web 3 lectures
01.01 What Is Google Colab
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01.02 What If I Get Errors
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01.03 How Do I Terminate A Session
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+ Python Language Fundamentals 21 lectures
00. Intro
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01. Introduction To Python
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02. Variables
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02b. Variables Examples
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03. Type Conversion Examples
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04. Operators
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05. Operators Examples
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06. Collections
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07. Lists
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08. Multidimensional List Examples
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09. Tuples Examples
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10. Dictionaries Examples
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11. Ranges Examples
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12. Conditionals
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13. If Statement Examples
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14. If Statement Variants Examples
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15. Loops
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16. While Loops Examples
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17. For Loops Examples
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18. Functions
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19. Functions Examples
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+ Machine Learning theory 11 lectures
00. Course Intro
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01. Quick Intro To Machine Learning
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02. Deep Dive Into Machine Learning
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03. Problems Solved With Machine Learning Part 1
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04. Problems Solved With Machine Learning Part 2
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05. Types Of Machine Learning
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06. How Machine Learning Works
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07. Common Machine Learning Structures
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08. Steps To Build A Machine Learning Program
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09. Summary And Outro
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Intro to Machine Learning Slides
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+ Probability and Statistics for Machine Learning 4 lectures
03-01 Probability And Information Theory Overview
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03-02 Combinatorics For Probability
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03-03 Law Of Large Numbers
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03-04 Calculate Center Of Distribution
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+ Distributions in Machine Learning 8 lectures
04-01 Uniform Distribution
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04-02 Gaussian Distribution
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04-03 Log-Normal Distribution
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04-04 Exponential Distribution
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04-05 Laplace Distribution
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04-06 Binomial Distribution
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04-07 Multinomial Distribution
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04-08 Poisson Distribution
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+ Machine Learning Optimization 1 lecture
05 Calculate Error Of Machine Learning Model
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Instructors
Taught by people who ship.
Team Mammoth
Instructor
Produced by a team of Mammoth Club industry experts. Over 14 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.
Bundled items.
2 courses
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