Tensorflow Deep Learning Workshop - 32% Off - MLTrain NYC 2017 - Saturday Mar 25

Mar 25, 2017 · New York, United States of America

RSVP Here for 32% Off!!  https://www.eventbrite.com/e/ismion-mltrain-nyc-tensorflow-for-building-deep-learning-networks-that-can-drive-cars-tickets-32239433012?discount=fregly

https://static.wixstatic.com/media/24d917_fbfb53b94f0a42cea320f66bbe089453~mv2.jpg/v1/fill/w_1310,h_877,al_c,q_85,usm_0.66_1.00_0.01/24d917_fbfb53b94f0a42cea320f66bbe089453~mv2.webp

MLTrain by Ismion@NYC 03/25/2017. TensorFlow for Building Deep Learning networks that can drive cars, understand/synthesize images, text and time series.TensorFlow. The event will be divided into two parallel tracks. All you need to know is python. We will help you learn the rest!

TensorFlow/Keras is becoming the industry standard for machine learning. After several successful training events, Alex Dimakis, Ben Lau and Nick Vasiloglou are presenting a one day event on advanced Machine Learning and TensorFlow. The event will be divided into two parallel tracks. All you need to know is python. We will help you learn the rest!

In the first track the participants will  learn the fundamentals of Deep Reinforcement Learning the basic ingredient for building AI agents and bots. One of the most intriguing application is agents for playing computer games. In this track you will learn how to code an agent in Keras that can drive a virtual car in the TORCS game environment.

In the second track the participants will get exposed to the most influential deep learning architecture the Generative Adversarial Networks (GANs). GANs can synthesize images from noise or sketches. Along with LSTMs that can parse and generate text can generate art and poetry. The LSTM technology has also shown very good performance in modelling complex time series such as financial data. 

Participants will have access to the complete material from both tracks. This event is sponsored by Metis. 

When: Saturday 3/25/2017 , 9:00 am to 2:00pm

Where: NYC Seminar and Conference Center. 71 West 23rd StreetNew York, NY 10010. 

Participants are expected to have TensorFlow 1.0, NumPy and Pandas installed on their laptops. Prior experience with TensorFlow is not required. 

Registration: Seats available

Track 1

Deep Learning

Convolutional Networks 

Generative Adversarial Networks 

Word embeddings for language processing

Transfer Learning

Recurrent Neural Networks and LSTMs

Working with Images

Understanding and using Generative Models

Classifying images

Working with Time-Series and Text

Word2Vec  

LSTMs for time-series and text modeling. 

Text classification

Using TensorFlow and Keras to code these models

Track 2

Building AI agents and bots that play computer games. (Reinforcement Learning) 

Overview

Introduction to RL : Value iteration vs Policy iteration

Reinforcement learning via Deep Q Networks (Theory)

Reinforcement learning via Deep Deterministic Policy Gradient (Theory)

Advanced Topic: Replay buffer/target networks, double-Q learning, A3C model

Playing DOOM using Deep Q Networks 

Playing TORCS using Deep Deterministic Policy Gradient 

Coding a game in OpenAI GYM

More Details

https://www.mltrain.cc/single-post/2017/02/24/MLTrain-in-NY-04252017-Generating-Images-and-playing-Games-with-TensorFlowKeras-Sponsored-by-METIS

RSVP Here for 32% Off!  https://www.eventbrite.com/e/ismion-mltrain-nyc-tensorflow-for-building-deep-learning-networks-that-can-drive-cars-tickets-32239433012?discount=fregly

Event organizers

Are you organizing Tensorflow Deep Learning Workshop - 32% Off - MLTrain NYC 2017 - Saturday Mar 25?

Claim the event and start manage its content.

I am the organizer
Social
Rating

based on 0 reviews