Building Scalable Predictive Machine Learning Systems with Python and Cursor
Created by Team Mammoth
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Skill level
All levels
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Sections
3
03
Lectures
11
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Instructor
Team Mammoth
What's inside
This course includes.
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3
Sections
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11
Lectures
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11
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.
+ 00 Welcome đ 4 lectures
01 Course Preview
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02 Techniques for handling large datasets in Python
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03 Course Requirements
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00 Resources
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+ 01 Techniques for handling large datasets in Python âļī¸ 5 lectures
01 Generate Python chunk processing with Cursor
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02 Memory mapped files
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03 Use efficient algorithms and vectorization
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04 Compare vectorized vs non-vectorized operations
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Resources
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+ 02 Cloud-Based Solutions for Scalable AI đ 2 lectures
01 Leveraging cloud infrastructure (AWS, Azure, Google Cloud) for AI model deployment
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02 Using Apache Kafka and Spark to process large-scale data
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Instructors
Taught by people who ship.
Team Mammoth
Instructor
Produced by a team of Mammoth Club industry experts. Over 15 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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