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Chapters

  • Course Outline
  • Introduction to Machine Learning
  • Supervised Learning: Regression
  • Supervised Learning: Classification
  • Unsupervised Learning
  • Unit 5: Trends and Applications
    • Ensemble Learning
    • Image Recognition
    • Speech Recognition
    • Prediction & Recommendation
    • Email Spam & Malware Filtering
    • Virtual Personal Assistant
    • Online Fraud Detection
  • Unit 6: Advanced Topics & MLOps (Bonus)

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Machine Learning

Unit 5: Trends and Applications

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Trends and Applications in Machine Learning

This final unit explores advanced model combinations (Ensemble Learning) and delves into how Machine Learning is transforming real-world industries through specialized applications.

Unit Topics

Ensemble LearningImage RecognitionSpeech RecognitionPrediction & RecommendationEmail Spam & Malware FilteringVirtual Personal AssistantOnline Fraud Detection
Unsupervised LearningUnit 6: Advanced Topics & MLOps (Bonus)
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