Download Introduction to Machine Learning & Face Detection in Python [2015, ENG] Torrent

Introduction to Machine Learning & Face Detection in Python [2015, ENG]

01 Introduction

	001 Introduction.mp4	MP4	6.05 MB
	002 Introduction to machine learning.mp4	MP4	20.36 MB

02 Regression

001 Linear regression introduction.mp4	MP4	29.93 MB
002 Linear regression example.mp4	MP4	28.99 MB
003 Logistic regression introduction.mp4	MP4	42.61 MB
004 Cross validation.mp4	MP4	18.91 MB
005 Logistic regression example I - sigmoid function.mp4	MP4	46.1 MB
006 Logistic regression example II.mp4	MP4	15.94 MB
007 Logistic regression example III - credit scoring.mp4	MP4	51.28 MB

03 K-Nearest Neighbor Classifier

001 kNN introduction.mp4	MP4	35.76 MB
002 kNN introduction - normalize data.mp4	MP4	9.81 MB
003 kNN example I.mp4	MP4	8.68 MB
004 kNN example II.mp4	MP4	7.56 MB

04 Naive Bayes Classifier

	001 Naive Bayes introduction.mp4	MP4	43.58 MB
	002 Naive Bayes example.mp4	MP4	20.41 MB

05 Support Vevtor Machine SVM

001 Support vector machine introduction.mp4	MP4	24.12 MB
002 Support vector machine example I.mp4	MP4	10.71 MB
003 Support vector machine example II - image recognition.mp4	MP4	22.84 MB

06 Tree Based Algorithms

001 Decision trees introduction.mp4	MP4	38.22 MB
002 Decision trees example I.mp4	MP4	5.79 MB
003 Decision trees example II - iris data.mp4	MP4	49.68 MB
004 Pruning and bagging.mp4	MP4	13.41 MB
005 Random forests introduction.mp4	MP4	9.63 MB
006 Boosting.mp4	MP4	11.39 MB
007 Random forests example I.mp4	MP4	8.9 MB
008 Random forests example II - enhance decision trees.mp4	MP4	8.82 MB

07 Clustering

001 Principal component anlysis introduction.mp4	MP4	11.93 MB
002 K-means clustering introduction.mp4	MP4	31.73 MB
003 K-means clustering example.mp4	MP4	17.13 MB
004 DBSCAN introduction.mp4	MP4	23.68 MB
005 Hierarchical clustering introduction.mp4	MP4	20.96 MB
006 Hierarchical clustering example.mp4	MP4	13.59 MB

08 Neural Networks

001 Neural network introduction.mp4	MP4	15.45 MB
002 Simple example - logical AND table.mp4	MP4	11.27 MB
003 Training a neural network.mp4	MP4	33.33 MB
004 Complex neural networks.mp4	MP4	32.42 MB
005 Applications of neural networks.mp4	MP4	23.33 MB
006 Deep learning.mp4	MP4	10.56 MB
007 Neural network example - XOR problem.mp4	MP4	24.98 MB

09 Outro

001 Final words.mp4

MP4

4.46 MB

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Introduction to Machine Learning & Face Detection in Python [2015, ENG]

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