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Philly Student Union > Lessons > Machine Learning Fundamentals

Machine Learning Fundamentals

Course Content
Lesson Topics:
Master AI and machine learning concepts, build models, and apply them to real-world problems.
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Introduction to Artificial Intelligence
21:07
Machine Learning Fundamentals
05:51
Data Preprocessing and Feature Engineering
Supervised Learning with Python
Neural Networks and Deep Learning
Unsupervised Learning
Natural Language Processing (NLP)
Reinforcement Learning Basics
AI Project: Build a Machine Learning Model
Advanced Topics in AI
Artificial Intelligence and Machine Learning: From Beginner to Expert
About Lesson
  • Understanding supervised and unsupervised learning.
  • Introduction to classification, regression, and clustering.
  • Setting up Python environment for machine learning.
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