Machine Learning Tutorial & Handwritten Study Notes PDF

 Machine Learning Tutorial and Handwritten Study Notes PDF

These Deep learning Machine Learning (study of algorithms that learn from data and experience) Study notes of Data Science will help you to get conceptual deeply knowledge about it. We are here to provides you the Best Study Notes from Best coachings and Lecture notes from best institutions like MIT, IIT (Nptel) and ITT (Delhi & Bombay), Groningen University, Wisconsin University, Stanford University, Princeton University etc… which could be help you to understand concepts to high Score in BCA, BSc, B.tech/B.E course and crack any kind of Competition exams Like GATE etc... The biggest Benefit of these notes i.e. all tutorial, Handwritten & Digital Notes are Free.

Topics Covered in Machine Learning Tutorial & Handwritten Notes PDF:

• Introduction to Machine Learning (maschinelles lernen)
• Types of Machine Learning
• Supervised machine learning
• Linear Regression (and Its Variants) in Machine learning
• Logistic Regression, Generalized Linear Models
• Linear Models and Learning via Optimization
• Learning via Probabilistic Modeling
• Gaussian Discriminant Analysis (GDA), Naive Bayes
• Support Vector Machines
• Decision Trees, Random Forests
• Neural Networks
• Deep Learning Machine learning
• K-means Clustering and Extensions,
• Gaussian Mixture Models
• Latent Variable Models for Dimensionality Reduction
• Expectation Maximization (EM), Principal Component Analysis (PCA)
• Learning Theory, Model Selection
• Advanced Topics etc…

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Machine Learning Tutorial and Lecture Notes

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