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sesiuni:ml [2014/07/17 16:33]
victor [Participanți]
sesiuni:ml [2014/07/20 15:58]
victor [Participanți]
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 | 16/07 | Introduction \\ Current trends in ML \\ Supervised Learning \\ Probability Distributions \\ Types of Models \\ Linear Models \\ Batch Perceptron \\ Model Complexity, Overfitting and Regularization \\ Introductory scikit-learn tutorial | Theory++, Practice- \\ ([[http://​swarm.cs.pub.ro/​~victor/​0_ml_workshop.pdf|slides]]) | | 16/07 | Introduction \\ Current trends in ML \\ Supervised Learning \\ Probability Distributions \\ Types of Models \\ Linear Models \\ Batch Perceptron \\ Model Complexity, Overfitting and Regularization \\ Introductory scikit-learn tutorial | Theory++, Practice- \\ ([[http://​swarm.cs.pub.ro/​~victor/​0_ml_workshop.pdf|slides]]) |
 | 17/07 | Challenges in ML Problem Solving \\ Non-linear Models \\ Naive Bayes \\ Data preprocessing using scikit-learn \\ Arrhythmia Classification (Pattern Recognition) | Theory+, Practice+ \\ ([[http://​swarm.cs.pub.ro/​~victor/​1_ml_workshop.pdf|slides]]) \\ ([[http://​workshop.rosedu.org/​2014/​sesiuni/​ml/​arrhythmia-day2|practice]])| | 17/07 | Challenges in ML Problem Solving \\ Non-linear Models \\ Naive Bayes \\ Data preprocessing using scikit-learn \\ Arrhythmia Classification (Pattern Recognition) | Theory+, Practice+ \\ ([[http://​swarm.cs.pub.ro/​~victor/​1_ml_workshop.pdf|slides]]) \\ ([[http://​workshop.rosedu.org/​2014/​sesiuni/​ml/​arrhythmia-day2|practice]])|
-| 18/07 | Brief taste of Computer Vision \\ Object Recognition using OpenCV ​(Computer Vision) ​\\ Conclusions | Theory+, Practice+ |+| 18/07 | Brief taste of Computer Vision \\ Playing with the OpenCV ​library ​\\ Conclusions | Theory-, Practice+ ​\\ ([[http://​swarm.cs.pub.ro/​~victor/​2_ml_workshop.pdf|slides]]) \\ ([[http://​workshop.rosedu.org/​2014/​sesiuni/​ml/​opencv-day3|practice]])|
  
 Problemele, împreună cu modelele folosite, analiza de date și criteriile de evaluare specifice vor face parte din unul, cel mult două, dintre subdomeniile:​ Problemele, împreună cu modelele folosite, analiza de date și criteriile de evaluare specifice vor face parte din unul, cel mult două, dintre subdomeniile:​
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 == Participanți == == Participanți ==
  
 +
 +^ Nume ^ Facultate ^ An |
 +| Anda Roxana Nenu | ACS | 3 |
 +| George Cristian Muraru | ACS | 1 |
 +| Teodora Băluță | ACS | 4 |
 +| Andrei Petre | ACS | 4 |
 +| Ioan Chera | ETTI | M2 |
 +| Valentin Lungu | ACS | PhD |
 +| Liviu Anița | FMI | 1 |
 +| Florentina Bratiloveanu | ACS | 3 |
 +| Andrei Nicolicioiu | ACS | 2 |
 +| Timur Bagâș | ACS | 2 |
 +| Alexandru Palcuie | FMI | 1 |
 +| Teodor Szente | CNDC | - |
 +| Cosmin Șerban | CNSS | - |
 +| Dan Șerban | - | - |
 == Coordonator == == Coordonator ==
  
sesiuni/ml.txt · Last modified: 2014/07/20 15:58 by victor