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2 Days (Sat/Sun) Introduction to Deep Learning, AI & Data Science for Chatb...

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Embassy Suites

2885 Lakeside Dr

Santa Clara, CA 95054

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2 Days (Sat/Sun) Introduction to Deep Learning, AI & Data Science for Chatbot, Image recognition, Text generation, speech to text, machine learning using Theano, Keras, Tensorflow, Torch, Lasagne

Schedule: 9am-6pm (Dec 9-10 2017)

Link to Enroll:

http://datainquest.eventbrite.com

Use promo code "hadoop" for 20% off

Training Location: Embassy Suites, 2885 Lakeside Dr, Santa Clara

Curriculum (>70% Hands-On!)

Day 1: Deep Learning

Learning Objectives -

Agenda:

  • Machine Learning Fundamentals
  • Neural Networks Basics
  • Setting up Deep Neural Networks
  • Convolutional Neural Networks, Using drop outs
  • Image Classification
  • Face Recognition
  • Image comparison
  • Recurrent Neural Networks
  • TensorFlow, Theano, Keras and Caffe introduction

Day 2: More Deep Learning and Artificial Intelligence Tools

Agenda:

  • Deepdive Convolution Neural Network and applications
  • Recurrent Neural Networks
  • Stock Predictions and Text Generation
  • Word Embeddings
  • Implementing Word2Vec
  • Visualizing Networks
  • Text Generation
  • Natural Language Processing
  • Sequence to Sequence Generation
  • Language Processing
  • Transfer Learning
  • Building a Chatbot
  • Reinforcement Learning
  • AI that plays games
  • Autoencoders
  • Image Compression
  • Generative Adversarial Networks (GAN)
  • Generative Adversarial Networks with Ian Goodfellow
  • Image Generation
  • Generating new images with a GAN
  • One-shot Learning
  • Generate novel faces
  • Autonomous Driving cars and AI used in that context
  • Chatbots and applications using various AI platforms
  • AWS AI and Microsoft Azure AI, CNTK

Who Should Attend: Statisticians, Big Data Engineering, Data Scientists, Business Intelligence professionals, PM, Teaching Staff, Delivery Manager, Product Manager, and Data Enthusiasts.

Lab Requirements:

A) Each student should bring their own 64bit laptop ( Windows 7/8 and Mac, Virtualization Enabled, Minimum 8GB Ram and Free 50GB hard disk with administrative privileges and wireless connectivity. If you have AMD laptop, it should be AMD-V enabled. If you have Intel laptop or Mac, it should support Intel-VTx. An extra USB drive of 16gb minimum will be handy if you want to use your personal USB drive for all files and images.

B) AWS account.

Thank you.

DataInquest Team

Contact Info:

Email: info@datainquest.com

Website: http://www.datainquest.com

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Date and Time

Location

Embassy Suites

2885 Lakeside Dr

Santa Clara, CA 95054

View Map

Refund Policy

Refunds up to 1 day before event

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