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$250: Deep Learning, AI, Self Driving Cars, Chatbot, Image recognition and Text generation using Keras, Tensorflow

DataInquest

Saturday, July 21, 2018 at 9:00 AM - Sunday, July 22, 2018 at 6:00 PM (PDT)

$250: Deep Learning, AI, Self Driving Cars, Chatbot,...

Ticket Information

Ticket Type Sales End Price Fee Quantity
General admission Dec 27, 2018 $250.00 $15.99

Share $250: Deep Learning, AI, Self Driving Cars, Chatbot, Image recognition and Text generation using Keras, Tensorflow

Event Details

$250: Deep Learning, AI, Self Driving Cars, Chatbot, Image recognition and Text generation using Keras, Tensorflow

Schedule: 9am-6pm July 21-22 2018

Link to Enroll:

http://datainquest.eventbrite.com

Training Location: Embassy Suites  2885 Lakeside Dr, Santa Clara

Price: On sale for $250  (Regular price: USD450.00)

 Curriculum (>70% Hands-On!)

Day 1: Deep Learning

Learning Objectives - Using Deep Learning for image  classification/segmentaton/object detection

Agenda:

  • Deep Learning Basics, Industry Overview
  • Activations, Loss functions, Backward propogation, Optimizers
  • Convolutional Neural Networks: using filters, drop outs, pooling
  • Image Processing basics using Python, Lab
  • Image Classification, Lab
  • Image Segmentation, Lab
  • Using regression for location, Lab
  • Object Detection methods: R-CNN, F R-CNN, YOLO, Mask R-CNN, Labs
  • Note on labs:  All students will be provided with a GPU instance on AWS for the lab.  Labs will use Keras with Tensorflow backend, Python on Jupyter Notebook.

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, 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
  • Sensor fusion, localization and control Path Planning, Systems and concentration
  • 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.

Recommended Prerequisites:

A) Some scripting knowledge;  All exercises will use python

B) Basic Math/Statistics

Lab Requirements:

A) Each student should bring their own laptop with internet connectivity (Firefox or Chrome browser).

B) You will doing your exercises on AWS.

Thank you.

DataInquest Team

Contact Info:

Email: info@datainquest.com

Website: http://www.datainquest.com

 

Have questions about $250: Deep Learning, AI, Self Driving Cars, Chatbot, Image recognition and Text generation using Keras, Tensorflow? Contact DataInquest

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When & Where


Embassy Suites
2885 Lakeside Dr
The Consulate
Santa Clara, CA 95054

Saturday, July 21, 2018 at 9:00 AM - Sunday, July 22, 2018 at 6:00 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.

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