Skip to main content
MyCourses MyCourses
  • Schools
    School of Arts, Design, and Architecture (ARTS) School of Business (BIZ) School of Chemical Engineering (CHEM) –sGuides for students (CHEM) – Instructions for report writing (CHEM) School of Electrical Engineering (ELEC) School of Engineering (ENG) School of Science (SCI) Language Centre Open University Library Aalto university pedagogical training program UNI (exams) Sandbox
  • CORONAVIRUS INFO
    Koronavirus - tietoa opiskelijalle Coronavirus - information for students Coronavirus - information för studerande Koronaviruksen vaikutus opiskeluun: kysymyksiä ja vastauksia Effects of the coronavirus on studies: questions and answers Coronaviruset och studierna: frågor och svar Corona help for teachers
  • Service Links
    MyCourses - Instructions for Teachers - Teacher book your online session with a specialist - Digital tools for teaching - Personal data protection instructions for teachers - Instructions for Students - Workspace for thesis supervision WebOodi Into portal for students Courses.aalto.fi Library Services - Resourcesguides - Imagoa / Open science and images IT Services Campus maps - Search spaces and see opening hours Restaurants in Otaniemi ASU Aalto Student Union Aalto Marketplace
  • ALLWELL?
    Study Skills Support for Studying Starting Point of Wellbeing About AllWell? study well-being questionnaire
  •   ‎(en)‎
      ‎(en)‎   ‎(fi)‎   ‎(sv)‎
  • Toggle Search menu
  • Hi guest! (Log in)

close

CS-E3210 - Machine Learning: Basic Principles, 13.09.2017-08.12.2017

  1. Home
  2. Courses
  3. School of Science
  4. department of...
  5. cs-e3210 - ma...
  6. Sections
  7. Additional Material
Syllabus

Additional Material

  • Additional Material

    Additional Material

    • Some Well-Written Tutorials

    • icon for activity Tutorial on (Deep) Learning by Yoshua Bengio URL
    • icon for activity A Few Useful Things to Know about Machine Learning URL
    • icon for activity Kernel Methods in Computer Vision URL
    • icon for activity A Tutorial on Spectral Clustering URL
    • Algorithms

    • icon for activity Gradient Descent for Convex Optimization URL
    • icon for activity Clustering via Random Walks URL
    • icon for activity Distributed Learning and Optimization via ADMM URL
    • icon for activity Support Vector Machine (Classifier) Solvers URL
    • icon for activity Learning from Labeled and Unlabeled Data with Label Propagation URL
    • Applications of Machine Learning

    • icon for activity Machine Learning for Chemistry URL
    • Talks

    • icon for activity Machine Learning for Big Data. Visionary Talk of Prof. Michael Jordan URL
    • Machine Learning Software

    • icon for activity Interactive Python Notebook URL
    • icon for activity Matlab for New Users URL
    • icon for activity A Tutorial on Machine Learning and Data Science Tools with Python File PDF document
    • icon for activity Stanford Course on TensorFlow URL
    • icon for activity Python Tutorial URL
    • icon for activity Tutorial on Theano. "Theano" is a Python library which allows for rapid development of efficient machine learning algorithms. URL
    • Advanced Statistical Learning Theory (for those who want to dig deeper)

    • icon for activity Statistical Learning Theory - Lecture Slides by Martin Wainwright URL

Previous section

◄How Did You Like The Lecture?

Next section

How Did You Like The Exercise Garage?►
Skip Upcoming events
Upcoming events
Loading There are no upcoming events
Go to calendar...
  • CS-E3210 - Machine Learning: Basic Principles, 13.09.2017-08.12.2017
  • Sections
  • General
  • Lectures
  • Exercises
  • Home-Assignments
  • Data Analysis Project
  • How to Participate
  • The Team
  • How Did You Like The Lecture?
  • Additional Material
  • How Did You Like The Exercise Garage?
  • Grading
  • Home

Aalto logo

Tuki / Support
  • MyCourses help
  • mycourses(at)aalto.fi
Palvelusta
  • MyCourses rekisteriseloste
  • Tietosuojailmoitus
  • Palvelukuvaus
About service
  • MyCourses protection of privacy
  • Privacy notice
  • Service description
Service
  • MyCourses registerbeskrivining
  • Dataskyddsmeddelande
  • Beskrivining av tjänsten

Hi guest! (Log in)
  • Schools
    • School of Arts, Design, and Architecture (ARTS)
    • School of Business (BIZ)
    • School of Chemical Engineering (CHEM)
    • –sGuides for students (CHEM)
    • – Instructions for report writing (CHEM)
    • School of Electrical Engineering (ELEC)
    • School of Engineering (ENG)
    • School of Science (SCI)
    • Language Centre
    • Open University
    • Library
    • Aalto university pedagogical training program
    • UNI (exams)
    • Sandbox
  • CORONAVIRUS INFO
    • Koronavirus - tietoa opiskelijalle
    • Coronavirus - information for students
    • Coronavirus - information för studerande
    • Koronaviruksen vaikutus opiskeluun: kysymyksiä ja vastauksia
    • Effects of the coronavirus on studies: questions and answers
    • Coronaviruset och studierna: frågor och svar
    • Corona help for teachers
  • Service Links
    • MyCourses
    • - Instructions for Teachers
    • - Teacher book your online session with a specialist
    • - Digital tools for teaching
    • - Personal data protection instructions for teachers
    • - Instructions for Students
    • - Workspace for thesis supervision
    • WebOodi
    • Into portal for students
    • Courses.aalto.fi
    • Library Services
    • - Resourcesguides
    • - Imagoa / Open science and images
    • IT Services
    • Campus maps
    • - Search spaces and see opening hours
    • Restaurants in Otaniemi
    • ASU Aalto Student Union
    • Aalto Marketplace
  • ALLWELL?
    • Study Skills
    • Support for Studying
    • Starting Point of Wellbeing
    • About AllWell? study well-being questionnaire
  •   ‎(en)‎
    •   ‎(en)‎
    •   ‎(fi)‎
    •   ‎(sv)‎