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Tuesday, January 14, 2020

Mathematics for Machine Learning [Full Course] | Essential Math for Mach...

Posted by Thyagu at 10:51 PM
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Saturday, January 11, 2020

MIT 6.S191 (2018): Introduction to Deep Learning

Posted by Thyagu at 8:06 AM
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Deep Learning State of the Art (2020) | MIT Deep Learning Series

Posted by Thyagu at 6:33 AM
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Data Sets and Codes

  • Exploratory Data Analysis with Python: Medical Appointments Data
  • Python for healthcare modelling and data science
  • ML using Python Manaranjan Pradhan and U Dinesh Kumar

MCQ with Answers

  • Metrics
  • 30 Questions on Logistic Regression
  • Boosting
  • Ensemble Techniques
  • Boosting and Bagging1
  • Ensemble Vote Classifier
  • 40 Questions to ask a Data Scientist on Ensemble Modeling Techniques (Skilltest Solution)
  • V C dimension
  • 40 Questions to test a Data Scientist on Clustering Techniques
  • 40 Questions to test a data scientist on Deep Learning
  • Solutions for Skilltest Machine Learning : Revealed
  • Support Vector Machines Important Questions
  • Time Series
  • Probability
  • SVM25
  • KNN Algorithm
  • Tree based Algorithms
  • Deep Learning
  • Machine Learning
  • Dimensionality Reduction

NPTEL Machine Learning

  • NPTEL Lecture Notes
  • Assignment1

BOOKS on ML

  • Deep Learning with Python
  • 6 Best Artificial Intelligence & Machine Learning Books in 2019
  • 17 Best New Artificial Intelligence Books To Read In 2019
  • 10 Essential Books
  • Must Read Books

ML : Articles, Tutorials and Talks

  • A comprehensive guide to putting a machine learning model in production using Flask, Docker, and Kubernetes
  • FLOYDHUB:DLMLAI
  • Machine Learning for Everyone

VTU Machine Learning

  • TGS VTU ML LECTURE NOTES
  • VTU ML SYLLABUS 2015 /16 Scheme
  • Question Bank Module1
  • Question Bank Module2
  • Question Bank Module3
  • Question Bank Module4
  • Question Bank Module5
  • VTU Model Question Bank
  • ML VTU QP Dec 2018 / Janu 2019

About Me

Thyagu
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Blog Archive

  • ▼  2020 (4)
    • ►  February (1)
    • ▼  January (3)
      • Mathematics for Machine Learning [Full Course] | E...
      • MIT 6.S191 (2018): Introduction to Deep Learning
      • Deep Learning State of the Art (2020) | MIT Deep L...
  • ►  2019 (56)
    • ►  September (14)
    • ►  August (42)

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