Build Machine Learning Models on Cryptocurrency Data
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Skill level
All levels
02
Sections
9
03
Lectures
50
04
Instructor
Team Mammoth
What's inside
This course includes.
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9
Sections
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50
Lectures
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50
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.
+ 00a Course Overview 2 lectures
00 Course Overview - Blockchain Machine Learning
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+ 00b What is Blockchain 4 lectures
00 How Blockchain Was Invented
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01 Blockchain Introduction
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02 What Is Bitcoin Mining
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+ 00c Mammoth Interactive Courses Introduction 3 lectures
00 About Mammoth Interactive
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01 How To Learn Online Effectively
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+ 01 What is Machine Learning 2 lectures
01 What Is Machine Learning
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02 What Is Supervised Learning
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+ 03 Regression Machine Learning with Blockchain API 10 lectures
00A Project Preview
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00B What Is Linear Regression
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01 Collect Data From Blockchain Api
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02 Join CSV Files With Blockchain Data
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03 Process Data
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04 Visualize Data
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05 Create X And Y
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06 Build A Linear Regression Model
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07 Build A Polynomial Regression Model
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+ 04 Clustering Machine Learning on Cryptocurrencies 12 lectures
00A Project Preview
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00B What Is Unsupervised Learning
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01 Collect Crypto Data With Cryptocompare API
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02 Clean Data
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03 Process Text Features
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04A What Is Principal Component Analysis
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04B Reduce Data Dimensionality With Principal Component Analysis
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05A What Is K Means Clustering
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05B Cluster Cryptocurrencies With K-Means Clustering
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06 Machine Learning With Optimal Number Of Clusters
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07 Visualize Clusters
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+ 05a Build a K Nearest Neighbors Model 6 lectures
01 What Is K Nearest Neighbours
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02 Scrape Crypto Data With Yahoo Finance API
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03 Process Data
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04 Build A K-Nearest Neighbors Classifier
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05 Calculate Error For Different K Values
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+ 05b Build a Radius Neighbors Regression Model 5 lectures
00 What Is Radius Neighbors Machine Learning
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01 Load Stock Data With Yahoo Finance API
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02 Build X And Y Training And Testing Data
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03 Build A Radius Neighbors Regression Model
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+ 06a Build a CatBoost Model 6 lectures
00 What Is Catboost Machine Learning
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00B What Is Gradient Boosting
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01 Load Data
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02 Process Data
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03 Build A Catboost Classifier Model
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Source Files 06a
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Ready to start building?
Join Mammoth Club and move through the course with structured lessons, previews, and certificates.