Embark on Your Data Science Journey: Beginner Machine Learning Bootcamp
Created by Team Mammoth
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24 lectures
01
Skill level
All levels
02
Sections
5
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Lectures
24
04
Instructor
Team Mammoth
What's inside
This course includes.
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5
Sections
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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.
+ Course Overviews 2 lectures Preview
00 Course Overview
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Full Course Source Files
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+ 01 Introduction to Machine Learning 9 lectures
00A What Is Machine Learning
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00B Types Of Machine Learning Models
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00C What Is Supervised Learning
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02 What Is Inductive Learning
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00D What Is Unsupervised Learning
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01 How Does A Machine Learning Agent Learn
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03 Performance Of A Machine Learning Algorithm
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04 Handle Noise In Data
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05 Powerful Tools With Machine Learning Libraries-
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+ 02 Probability and Statistics for Machine Learning 4 lectures
03 Law Of Large Numbers
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02 Combinatorics For Probability
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01 Probability And Information Theory Overview
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04 Calculate Center Of Distribution
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+ 03 Distributions in Machine Learning 8 lectures
03 Log-Normal Distribution
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02 Gaussian Distribution
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01 Uniform Distribution
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05 Laplace Distribution
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04 Exponential 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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+ 04 Machine Learning Optimization 1 lecture
01 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.
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