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
