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Machine Learning Tutorial and (Handwritten) Study Notes PDF

 Machine Learning Tutorial and Handwritten Study Notes PDF

machine learning handwritten study notes pdf & tutorial

These 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.

Following Topics Are Covered in Machine Learning Tutorial & Handwritten Notes PDF:

  • Introduction to Machine Learning
  • Supervised machine learning
  • Linear Regression (and Its Variants)
  • 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
  • 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…

Machine Learning Tutorials & Study Notes & PDF (References)

TOPIC / SUBJECT TYPE / REFERENCE LINK
Machine Learning pdf   91 Hand Written (TD)  Click Here 
Machine Learning pdf   58 Hand Written (TD)  Click Here 
Machine Learning Notes pdf    Hand Written (GTH)  Click Here 
Machine Learning pdf  10 Parts Hand Written (JAK)  Click Here 
Artificial Intelligence and Machine Learning pdf  82 Hand Written (VTU)  Click Here 
Machine Learning pdf  35 Hand Written (1FD)  Click Here 
R Programming & Machine Learning   26 Part Hand Written (NV)  Click Here 
Artificial Intelligence pdf   13 Hand Written (FH)  Click Here 
Machine Learning Lecture Notes 142 Digital (GTH) Click Here 
Machine Learning   4 parts Digital (GDoc) Click Here 
Stanford Machine Learning Digital (HH) Click Here 
Machine Learning Algorithms  16 Digital (RG) Click Here 
Handwritten Text Recognition using Deep Learning (CNN & RNN)  12 Digital (RG) Click Here 
Machine Learning for Handwriting Recognition  9 Digital (CORE) Click Here 
Machine Learning    Web Digital (Wiki) Click Here
Machine Learning  (CWH)   Web Digital (Hindi) Click Here 
Machine Learning  (EHS)   Web Art. Digital (Hindi) Click Here 
Machine Learning  (HM)   Web Art. Digital (Hindi) Click Here 
Machine Learning  (OHT)   Web Art. Digital (Hindi) Click Here 
 Lecture Notes
Machine Learning MIT Open Course (ocw) Click Here 
Introduction to Machine Learning (Video) NPTEL Open Courses (IITM) Click Here 
Introduction to Machine Learning Indian Institute of Technology (IITK) Click Here 
Introduction to Machine Learning Indian Institute of Technology (IITD) Click Here 
Machine Learning Indian Institute of Technology (IITD) Click Here 
Foundation of Machine Learning Indian Institute of Technology (IITB) Click Here 
Machine Learning   Handwritten PPT Indian Institute of Technology (IITB) Click Here 
Machine Learning & Data Mining University of Toronto Click Here 
Machine Learning for the Sciences  University of Zurich Click Here 
Machine Learning  University of Wisconsin Click Here 
Handwritten Text Recognition using Deep Learning    8 Stanford University  Click Here 
Handwritten Letter Recognition by Using TensorFlow with Deep Learning Machine The California State University (Thesis) Click Here 
Advanced Machine Learning  213 University of Groningen Click Here 
Machine Learning   PPT Penn Engineering Click Here 
Concise Machine Learning  172 Berkeley University of California Click Here 
Foundation of Machine Learning  131 National University of Singapore Click Here
Lectures on British Columbia University of British Columbia Click Here 
Lecture Notes in Machine Learning  Central Connecticut State University  Click Here 
Artificial Intelligence, Data Analytics & Machine Learning   240 NIOS  Click Here 
Deep Learning & Image Processing   59 Uppsala University  Click Here 
Lecture Notes in Machine Learning   226 Vidhya (Artificial Intelligence Research)  Click Here 
Machine Learning  12o MRCET  Click Here     Click Here 
Machine Learning  University of Amsterdam  Click Here 
Introduction to Machine Learning  8o University of California, Merced  Click Here 
Machine Learning University of Aizu  Click Here 
Introduction to Machine Learning Carnegie Mellon University  Click Here 
Machine Learning  Stanford University  Click Here 
Introduction to Machine Learning Princeton University  Click Here 
Supervised Machine Learning  112 Uppsala University  Click Here 
Machine Learning in Tiny Nutshell  52 Jacobs University  Click Here 
Machine Learning  115 IARE Click Here
Deep learning Lecture (ML & AI)  PPT Digital (DP) Click Here 
Machine Learning   Handwritten in Web Digital (MLP) Click Here 
Machine Learning with Python Tutorial  Web Digital (TP) Click Here 
Python Machine Learning Tutorial  Web Digital (W3S) Click Here 
Machine Learning Tutorial  Web Digital (GFG) Click Here 
Machine Learning  Web Digital (GV) Click Here 
Machine Learning Tutorial  Web Digital (JTP) Click Here 

OTHER SUBJECTS NOTES

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