Accel.AI 1305 Franklin Street #250 Oakland, CA 94612 aiaccelerator@gmail.com
James Irvine Conference Center 353 Frank H. Ogawa Plaza Oakland, CA 94612.
Demystifying Deep Learning & Artificial Intelligence
Location
There are five parking structures that service the Civic Center Plaza. The closest is beneath the Dalziel Building. The entrance to this garage is on 16th Street between Clay Street and Telegraph Avenue.
© Accel.AI 2016
Parking
November 19th - 20th, 2016 James Irvine Conference Center Oakland, CA
Public Transit
Civic Center Plaza is serviced by all AC Transit lines and by BART. The BART station servicing Civic Center Plaza is 12th Street/City Center.
Intro Sessions - No previous technical experience or training required! Advanced Sessions - Working knowledge of Python programming language as well as a solid understanding of linear algebra. You must bring your own laptop to participate in the workshops! *Please have Python, Numpy, Scikit Learn & Tensorflow pre-installed on your laptop (instructions sent to participants Friday Nov. 18th, 2016)
8:45 - 9:30 am Check-in & Breakfast 9:30 - 10:00 am Opening Remarks 10:00 - 12:00 pm Intro: Intro to Deep Learning for Images in Keras with Stephan Egly & Malaikannan Sankarasubbu Adv: Deep Learning for Recommendation Systems with Rumman Chowdry Adv: Exploding / Vanishing Gradient Problem with Alex Shim 12:00 - 1:30 pm Lunch 1:30 - 3:00 pm Lightning Talks: Did Big Data Fail us in the Presidential Election? with Rumman Chowdhury Using convolutional neural networks to classify Monet Paintings with Samuel Bozek Developing chatbots with AI with Masha Kubyshina Incorporating ML into Robotics & Computer Vision with Carlos Uranga 3:00 - 5:00 pm In depth look at Word2Vec with Andy Zhang
SCHEDULE Sunday Nov 20th, 2016
PREREQUISITES
SCHEDULE Saturday Nov 19th, 2016
8:45 - 9:30 am Check-in & Breakfast 9:30 - 10:00 am Opening Remarks 10:00 - 11:00 pm Intro: Introduction to Machine Learning with Luis Serrano, PhD. Adv: Internal workings of a convnet and the process of implementing it on Spark with Jeremy Nixon 11:00 -12:00 Collaborative Lab Session 12:00 - 1:30 pm Lunch 1:30 - 3:00 pm Intro: Numpy and Scikit Learn with Abhishek Sharma Adv: Overfitting and regularisation in Machine learning with Dmytro Lituiev 3:00 - 5:00 pm Intro: Intro to Deep Learning using Tensorflow with Abhishek Sharma Adv: Classifying images using DCNN in Keras with Sujit Pal 6:30 - 9 pm Networking Reception @ Make Westing on Telegraph