Predictive Analytics Essentials Bootcamp for Everyone
01
Skill level
All levels
02
Sections
4
03
Lectures
21
04
Instructor
Team Mammoth
What's inside
This course includes.
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4
Sections
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21
Lectures
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21
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.
+ 01 Course Introduction 3 lectures
01.01 Course Overview
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01.02 Build Models on the Web
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01 Source Files
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+ 02 Build Machine Learning Models for Absolute Beginners 8 lectures
02.01 Types of Machine Learning Models
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02.02 Load Dataset
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02.03 Visualize Attributes
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02.04 Visualize Relationships
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02.05 Build a Validation Dataset
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02.06 Build Models
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02.07 Make a Prediction and Evaluate
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02 Source Files
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+ 03 Train a Model with Pandas and Scikit-learn 4 lectures
03.01 Import Dataset
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03.02 Make a Prediction
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03.03 Train a Model
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03 Source Files
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+ 04 Build a Neural Network 6 lectures
04.01 What are Neural Networks
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04.02 Set Up Project
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04.03 Set Up Data
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04.04 Train a Model
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04.05 Make a Prediction
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04 Source Files
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Ready to start building?
Join Mammoth Club and move through the course with structured lessons, previews, and certificates.