<\/p>\n
We provide an advanced programme ; starting from basics of MLP and neural network, designed to get application<\/a><\/p>\n \uff08The contents are being adjusted, may be changed.\uff09<\/p>\n <\/p>","protected":false},"excerpt":{"rendered":" Frontier Artificial Intelligence 2016 We provide an advanced programme ; starting fro more <\/i><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"parent":552,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"tags":[],"class_list":["post-248","page","type-page","status-publish","hentry"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\t\n\n\t\t\n
\n you learning core technologies of Deep Learning and the latest topics step by step. \u00a0Based on the policy of “Practice makes perfect”, we aim to get you acquire the technique through exercises. Based on the idea \u201cPractice makes perfect\u201d, we aim to let you acquire the technique through the exercise. In exercise, you can concentrate on the point of the lecture by using our specific development platform \u201cilect.net<\/a>\u201d : enables you to code in Python with GPU on a browser\uff08the detail of ilect is here<\/a>\uff09.<\/p>\n\n
Program syllabus<\/h2>\n
\n
\ncontents\uff1aAbout Deep Learning\/ a history of AI technology, impacts on society\uff0fperspective of the lecture and precautions
\ndate\uff1a2016\/ 4\/19<\/li>\n
\ncontents\uff1aMachine Learning, k-NN, Logistic Regression\uff0f\u00a0Training, Testing
\ndate\uff1a2016\/ 4\/26<\/li>\n
\ncontents\uff1aNumpy,Scipy, Machine learning with Scikit-learn\uff0fNumpy Idioms\uff0fAdvanced operations on matrixes, Slicing
\ndate\uff1a2016\/ 5\/10<\/li>\n
\ncontents\uff1aBasic Neural Network
\ndate\uff1a2016\/ 5\/17<\/li>\n
\ncontents\uff1aBasic Theano\uff0fOptimizers
\ndate\uff1a2016\/ 5\/24<\/li>\n
\ncontents\uff1adenoising Autoencoder, SdA
\ndate\uff1a2016\/ 5\/31<\/li>\n
\ncontents\uff1aBasic CNN
\ndate\uff1a2016\/ 6\/7<\/li>\n
\ncontents\uff1aAdvanced CNN
\ndate\uff1a2016\/ 6\/14<\/li>\n
\ncontents\uff1aRBM,VAE, etc…
\ndate\uff1a2016\/ 6\/21<\/li>\n
\ncontents\uff1aSequence data\u3000handling
\ndate\uff1a2016\/ 6\/28<\/li>\n
\ncontents\uff1aWord Embedding,LSTM,Language Models
\ndate\uff1a2016\/ 7\/5<\/li>\n
\ncontents\uff1aThe application to robots, An advanced image processing network\uff0fDQN,AlphaGo, etc…
\ndate\uff1a2016\/ 7\/12<\/del> \u2192 2016\/ 7\/19 \uff08The date has changed.\uff09<\/strong><\/span><\/li>\n<\/ol>\n