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Practical Machine Learning

Practical Machine Learning
Difficulty: Intermediate
Duration: Up to 19 hours and 1 minute
Students: 2,213
Rating: 3.9/5
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Content overview
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Content overview

19 steps
There are 11 Courses in this learning path
There are 6 Exams in this learning path
There are 2 Hands-on Labs in this learning path
Difficulty: Beginner. Duration: 1h 23m.
COURSE
Beginner
Duration: 1 hour and 23 minutes
Module 0 - What is Machine Learning? - Part One
This lesson is the first in a two-part series covering the fundamentals of machine learning.
Difficulty: Beginner. Duration: 1h 30m.
COURSE
Beginner
Duration: 1 hour and 30 minutes
Module 0 - What is Machine Learning? - Part Two
This lesson is part two of the module on machine learning and covers unsupervised learning, the theoretical basis for machine learning, model and linear regression, the semantic gap, and how we approximate the truth.
Duration: Up to 35m.
EXAM
Duration: Up to 35 minutes
Knowledge Check: Practical Machine Learning - Module 0
Knowledge Check: Practical Machine Learning - Module 0
Difficulty: Beginner. Duration: 52m 2s.
COURSE
Beginner
Duration: 52 minutes and 2 seconds
Module 1 – Python for Machine Learning
This lesson covers the basics of python in machine learning, how to use loops, regressions, and classification, and how to set up machine learning in python.
Duration: Up to 45m.
EXAM
Duration: Up to 45 minutes
Knowledge Check: Practical Machine Learning - Module 1
Knowledge Check: Practical Machine Learning - Module 1
Difficulty: Beginner. Duration: 1h 45m.
COURSE
Beginner
Duration: 1 hour and 45 minutes
Module 2 - Maths for Machine Learning - Part One
This lesson is the first part of the two-part series on the mathematics of machine learning.
Difficulty: Beginner. Duration: 1h 32m.
COURSE
Beginner
Duration: 1 hour and 32 minutes
Module 2 - Maths for Machine Learning - Part Two
This lesson is the second part of the two-part series on the mathematics of machine learning.
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