Machine Learning using Python : Learn Hands-On

Machine Learning using Python : Learn Hands-On

Machine Learning using Python : Learn Hands-On
Machine Learning using Python : Learn Hands-On, Naive Bayes Classifier, Decision tree, PCA, kNN classifier, linear regression, logistic regression,SVM classifier
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Created by Hands-On System
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What you'll learn
  • Linear Regression, SVR, Decision Tree Regression, Random Forest Regression
  • Polynomial Regression
  • Logistic Regression
  • K-NN, SVM, Kernel SVM, Naive Bayes, Decision Tree Classification
  • Random Forest Classification
  • Clustering: K-Means, Hierarchical Clustering
  • Data Visualization in Python with MatPlotLib and Seaborn
  • Dimensionality Reduction: PCA, PCA sklearn
  • Supervised Learning & Unsupervised Learning
  • Support Vector Machine
  • Curse of Dimensionality
  • Neural Networks
  • Requirements
  • Knowledge of computer
  • Basic knowledge in math and statistics

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