The Definitive Python Time Series Analysis Masterclass
Created by Team Mammoth
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33 lectures
01
Skill level
All levels
02
Sections
3
03
Lectures
33
04
Instructor
Team Mammoth
What's inside
This course includes.
✓
3
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.
+ 02 What is Machine Learning 3 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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+ 03 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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+ 04 Build Time Series Analysis Model 9 lectures
01 Load Crypto Prices Dataset
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02 Visualize Bitcoin Price Trend
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03 Predict Price With Facebook Prophet
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04 Analyze Model Performance
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05 Visualize Model Results
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06 Predict Monthly Trend
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07 Predict Weekly Trend
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08 Compare Final Stock Price Of Different Strategies
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09 Source Files
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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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Join Mammoth Club and move through the course with structured lessons, previews, and certificates.