Machine Learning

Machine Learning:

  • What is machine learning?
  • General Concepts?
  • AI
  • ML
  • A Neural Network
  • Deep Learning
  • Linear Regression
  • Logistic Regression
  • Dependent variable
  • Independent variable
  • pandas, numpty, matplotlib.pyplot
  • Training Data
  • Test Data
  • How It works?
  • Types Of Machine Learning
  • Supervised
  • Unsupervised
  • Reinforcement Learning
  • Anaconda Installation
  • Basic of Python
  • Data Processing
  • Importing the dataset
  • Missing Data
  • Categorical Data
  • Splitting data
  • Unbalanced & Overfitting
  • Feature Scaling
  • Regression
  • Simple
  • Multiple
  • Polynomial
  • Support Vector for regression
  • Decision Tree
  • Random Forest
  • Classification
  • Logistic Regression
  • Clustering
  • K-Means Clustering
  • Association Rule Learning
  • Deep Learning
  • Reinforcement Learning
  • Natural Language Processing
  • Deep Learning

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