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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

DataInquest

Saturday, August 26, 2017 at 9:00 AM - Sunday, August 27, 2017 at 5:00 PM (PDT)

2 Days (Sat/Sun) Introduction to Deep Learning, AI &...

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Promotional Offer 3d 15h 57m $450.00 $0.00

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Event Details

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 (Aug 26-27 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.

Refund Policy:

Until 1 day before the start of the event: Full Refund

Less than 1 day before the start of the event: No Refund

Thank you.

DataInquest Team

Contact Info:

Email: info@datainquest.com

Website: http://www.datainquest.com

 

Have questions about 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 ? Contact DataInquest

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When & Where


Embassy Suites
2885 Lakeside Dr,
Santa Clara, CA 95054

Saturday, August 26, 2017 at 9:00 AM - Sunday, August 27, 2017 at 5:00 PM (PDT)


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Organizer

DataInquest

DataInquest specializes in Emerging Technology Training like Artificial Intelligence, Deep Learning, Block Chain and Cyber Security.  The program is taught by experienced professionals from High-Tech Industry.

  Contact the Organizer
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
Things to do in Santa Clara, CA Class Science & Tech

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