Download From 0 to 1: Machine Learning, NLP & Python-Cut to the Chase [2015, ENG] Torrent

From 0 to 1: Machine Learning, NLP & Python-Cut to the Chase [2015, ENG]

01_-_Introduction

MP4

125.09 MB

02_-_Jump_right_in_-_Machine_learning_for_Spam_detection

02_-_Machine_Learning_-_Why_should_you_jump_on_the_bandwagon.mp4	MP4	107.64 MB
03_-_Plunging_In_-_Machine_Learning_Approaches_to_Spam_Detection.mp4	MP4	121.81 MB
04_-_Spam_Detection_with_Machine_Learning_Continued.mp4	MP4	117.09 MB
05_-_Get_the_Lay_of_the_Land_-_Types_of_Machine_Learning_Problems.mp4	MP4	120.06 MB

03_-_Classification_-_A_form_of_supervised_learning

	06_-_Classification_-_Problems_and_Techniques.mp4	MP4	127.5 MB
	07_-_Bias_Variance_Trade-off.mp4	MP4	73.82 MB

04_-_Naive_Bayes_Classifier

08_-_Random_Variables.mp4	MP4	119.2 MB
09_-_Bayes_Theorem.mp4	MP4	83.68 MB
10_-_Naive_Bayes_Classifier.mp4	MP4	74.01 MB
11_-_Naive_Bayes_Classifier_-_An_example.mp4	MP4	95.9 MB
12_-_Naive_Bayes_Classifier_-_Application_to_spam_detection.mp4	MP4	68.76 MB

05_-_K-Nearest_Neighbors

	13_-_K-Nearest_Neighbors.mp4	MP4	88.65 MB
	14_-_K-Nearest_Neighbors_-_A_few_wrinkles.mp4	MP4	114.72 MB

06_-_Support_Vector_Machines

	15_-_Support_Vector_Machines_Introduced.mp4	MP4	67.69 MB
	16_-_Support_Vector_Machines_-_Maximum_Margin_Hyperplane_and_Kernel_Trick.mp4	MP4	120.83 MB

07_-_Clustering_as_a_form_Unsupervised_learning

MP4

119 MB

08_-_Association_Detection

18_-_Association_Rules_Learning.mp4

MP4

71.87 MB

09_-_Dimensionality_Reduction

	19_-_Dimensionality_Reduction.mp4	MP4	127.51 MB
	20_-_Principal_Component_Analysis.mp4	MP4	124.77 MB

10_-_Artificial_Neural_Networks

	21_-_Artificial_Neural_Networks_I_Perceptron_introduced_via_Support_Vector_Machines_.mp4	MP4	145.07 MB
	22_-_Perceptron_-_How_it_works.mp4	MP4	57.64 MB

11_-_Regression_as_a_form_of_supervised_learning

MP4

99.03 MB

12_-_Natural_Language_Processing_and_Python

24_-_A_Serious_NLP_Application_-_Text_Auto_Summarization_using_Python.mp4	MP4	91.1 MB
25_-_Put_it_to_work_-_News_Article_Classification_using_K-Nearest_Neighbors.mp4	MP4	148 MB
26_-_Put_it_to_work_-_News_Article_Classification_using_Naive_Bayes_Classifier.mp4	MP4	140.68 MB
27_-_Document_Distance_using_TF-IDF.mp4	MP4	79.09 MB
28_-_Put_it_to_work_-_News_Article_Clustering_with_K-Means_and_TF-IDF.mp4	MP4	107.16 MB

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From 0 to 1: Machine Learning, NLP & Python-Cut to the Chase [2015, ENG]

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