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  1. Introduction

   1. Introduction.mp4

  10. Anomaly Detection - Supervised

   1. Anomaly Detection - Supervised.mp4

  11. Anomaly Detection - Images

   1. Anomaly Detection - Images.mp4

  12. Python Programming

   1. Introduction to Colab Google Cloud Development Environment.mp4

   10. Tuple.mp4

   11. Set.mp4

   12. Dictionary.mp4

   13. Getting Started with NumPy.mp4

   14. NumPy Shape in Arrays.mp4

   15. NumPy Joining Arrays.mp4

   16. NumPy Splitting Arrays.mp4

   17. NumPy Searching and Sorting Arrays.mp4

   18. Getting Started with Pandas.mp4

   19. Pandas Dataframe.mp4

   2. Getting Started with Python.mp4

   20. Pandas Descriptive Statistics.mp4

   21. Pandas Sorting, Slicing, Flipping, Grouping Data.mp4

   22. Data Visualization using Matplotlib.mp4

   3. Variables.mp4

   4. Operators.mp4

   5. Conditions.mp4

   6. Loops.mp4

   7. Functions.mp4

   8. Arrays.mp4

   9. List.mp4

  2. Understanding Anomalies

   1. Understanding Anomalies.mp4

   2. Application Scenarios.mp4

  3. Machine Learning Concepts

   1. Machine Learning Concepts.mp4

  4. Introduction to Colab Google Cloud Development Environment

   1. Introduction to Colab Google Cloud Development Environment.mp4

  5. Logistic Regression and Introduction to Deep Learning

   1. Logistic Regression and Introduction to Deep Learning.mp4

  6. Unsupervised Learning

   1. Unsupervised Learning.mp4

  7. Anomaly Detection - Time Series

   1. Anomaly Detection - Time Series.mp4

  8. Anomaly Detection - Unsupervised DBSCAN

   1. Anomaly Detection - Unsupervised DBSCAN.mp4

  9. Anomaly Detection - Unsupervised Isolation Forest

   1. Anomaly Detection - Unsupervised Isolation Forest.mp4