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Classroom Contents
Data Mining for Beginners - Learn Data Mining
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- 1 Introduction
- 2 Agenda
- 3 Basics of Python
- 4 Installing Python
- 5 Variables and Operators in Python
- 6 Data Types in Python
- 7 Conditional and Looping Flow Control Statements in Python
- 8 Introduction to Python Libraries
- 9 Numerical Computation with Numpy
- 10 Functions in Python
- 11 Data Wrangling with Pandas
- 12 Data Visualization with Python: Seaborn & Matplotlib
- 13 Anomaly or Outlier Detection
- 14 Introduction to Machine Learning
- 15 Cluster Analysis with K-means
- 16 Regression Analysis in Data Mining
- 17 Logistic Regression
