项目作者: analyticswithabhishek

项目描述 :
Advanced Predictive Modeling
高级语言: Jupyter Notebook
项目地址: git://github.com/analyticswithabhishek/Deep_Learning.git
创建时间: 2017-01-30T09:20:56Z
项目社区:https://github.com/analyticswithabhishek/Deep_Learning

开源协议:

下载


IDS 576: Advanced Predictive Analytics

@ University of Illinois, Chicago

Welcome to the world of Deep Learning, Graphical Models and Reinforcement Learning !

  1. http://ufldl.stanford.edu/wiki/index.php/UFLDL_Tutorial
  2. http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=MachineLearning
  3. http://www.deeplearningbook.org/

Topics:

  1. Classification, Feed Forward Neural nets, CNNs
  2. Text and RNNs
  3. Graphical Models
  4. Reinforcement Learning

For any consultation, queries, doubts and conceptual clarity feel free to reach out:

Lecture15FinalPart1_1647651572294.pdf
Lecture16FinalPart1_1647651572759.pdf
Lecture17FinalPart1_1647651573404.pdf
Lecture18FinalPart1_1647651573742.pdf
Lecture19FinalPart1_1647651574668.pdf
Lecture20FinalPart1_1647651575205.pdf
Lecture22Final_1647651575730.pdf
fall01final_1647651575813.pdf
fall01solutions_1647651576010.pdf
hwk3_1647651576191.pdf
midterm_1647651576480.pdf
s2001final_1647651576665.pdf
s2001final_sol_1647651577132.pdf
samp_sol_1647651577138.pdf
samples_1647651577247.pdf
solutions (1)_1647651577986.pdf
solutions_1647651578059.pdf
601-sp09-midterm-solutions_1647651578239.pdf
NBayesLogReg_1647651578828.pdf
cs-171-17-BayesianNetworks_1647651579531.pdf
hw1sol_1647651581586.pdf
hw3_soln_stat241a_1647651581716.pdf
Project_Report_Phase1_1647651584641.pdf
Deep_Learning_Assignment1_FFN_BackProp_CNN_1647651586562.pdf
MovieEmbedding_Princeton_1647651587065.pdf
ids576-assignment-2-2_1647651587585.pdf
ids-576-syllabus_1647651589033.pdf
Lecture15FinalPart1_1647651572294.pdf
Lecture16FinalPart1_1647651572759.pdf
Lecture17FinalPart1_1647651573404.pdf
Lecture18FinalPart1_1647651573742.pdf
Lecture19FinalPart1_1647651574668.pdf
Lecture20FinalPart1_1647651575205.pdf
Lecture22Final_1647651575730.pdf
fall01final_1647651575813.pdf
fall01solutions_1647651576010.pdf
hwk3_1647651576191.pdf
midterm_1647651576480.pdf
601-sp09-midterm-solutions_1647651578239.pdf
NBayesLogReg_1647651578828.pdf
cs-171-17-BayesianNetworks_1647651579531.pdf
hw1sol_1647651581586.pdf
hw3_soln_stat241a_1647651581716.pdf
Project_Report_Phase1_1647651584641.pdf
Deep_Learning_Assignment1_FFN_BackProp_CNN_1647651586562.pdf
MovieEmbedding_Princeton_1647651587065.pdf
ids576-assignment-2-2_1647651587585.pdf
ids-576-syllabus_1647651589033.pdf