Workshops at Data Science Congress – 29 May 2018

Access: Platinum Pass & Premium Workshop Pass

Please Note: Our Premium workshop & Platinum pass Delegate can choose either Hall #4 workshop or Hall #5 workshop for Full Day. Cannot switch two workshops for example Hall #4 delegate cannot access Hall#5 workshop since one will miss the flow of the workshop

Hall # 5

Deep Learning by NVIDIA DLI 

Type: Premium | Duration: Half Day | Certificate: Yes | Date: 29 May 2018 | Time: 10:00 AM to 1:00 PM


Pre-requisite:

  • Familiarity with programming languages like C and Python will be helpful.

Hardware and OS requirements:

  • 40 GB free disk space
  • 4 GB (8 GB preferred)
  • Any recent Intel or AMD multicore processor should be sufficient.
  • 64-bit (preferred) Windows 7 or later/ Mac OS X 10.9.5/ Linux (CentOS 6 or later, or Ubuntu 14.04 or later) with a high speed Internet connectivity.

Software requirement:

Any browser application IE or Chrome or Firefox

Agenda:

  • Introduction to Deep Learning with an overview of major frameworks
  • Approaches to Object Detection using DIGITS
  • Image Segmentation using TensorFlow

DSC Hall : Hall 5

Instructor: Mr. Mukundhan Srinivasan, NVIDIA

Certification: Aegis School of Data Science

Practical Approach to Deep Learning with Google TensorFlow

Type: Premium | Duration: Half Day | Certificate: Yes | Date: 29 May 2018 | Time: 2:00 PM to 6:00 PM


Agenda: 

  • Introduction to Deep Neural Network
  • Design Approach for Business Use Cases
  • Developing Deep Neural Network (CNN, RNN) with TensorFlow
  • Testing Deep Neural Networks
  • Hyper parameter Tuning for Deep Neural Networks

Software requirement:

JetBrains PyCharm Community Edition, Python 3.x, Google TensorFlow

No specific Laptop configuration required

DSC Hall : Hall 5

Instructor: Mr. Utpal Chakraborty

Certification: Aegis School of Data Science

Hall # 4

Enterprise search – the rise of NLP, NLU and NLG to augment IR

Type: Premium | Duration: Half Day | Certificate: Yes | Date: 29 May 2018 | Time: 10:00 AM to 1:00 PM


Agenda: 

  • Enterprise search – what is it? past, present, future
  • Knowledge engineering and enterprise search – modeling and indexing of enterprise data and knowledge
  • Information retrieval
  • NLU – interpreting search intent
  • NLG – interpreting knowledge back to user
  • Usecases – Chatbot, Cognitive search etc.

No specific Laptop configuration or Software required

DSC Hall : Hall 4

Instructor: Dr. Soudip Roy Chowdhury

Certification: Aegis School of Data Science

Data Science in Security

Type: Premium | Duration: Half Day | Certificate: Yes | Date: 29 May 2018 | Time: 2:00 PM to 6:00 PM


Agenda: will be published soon

DSC Hall : Hall 4

Instructor: Dr. Satnam Singh

Certification: Aegis School of Data Science

Access: Standard Workshop Pass | Pro Pass | Platinum Pass

Please Note: Delegate can choose either Hall #3 workshop or Hall #2 workshop for Full Day. Cannot switch two workshops for example Hall #3 delegate cannot access Hall#2 workshop since one will miss the flow of the workshop

Hall # 3

Hands-on Introduction to SPARK

Type: Standard | Duration: Full Day | Certificate: Yes | Date: 29 May 2018 | Time: 10:00 AM to 6:00 PM


Agenda:

  • SPARK – Introduction, Basic Concepts and Environment, Applications
  • Basics of SPARK programming using Python
  • SPARK Datasets, Dataframes and SQL programming
  • SPARK Streaming and Machine Learning: Hands-on Introduction

Pre-requisite:

Good working knowledge or experience with Python programming language is essential to participate in this workshop.

Software Requirement:

Delegate need to install the latest version of Oracle Virtual Box and import a virtual machine (VM) that will be provided a  days before the workshop.

Laptop configuration:

Laptop with minimum 4 GB RAM. 8 GB or more preferred

DSC Hall: Hall 3

Instructor: Dr. Vinay Kulkarni

Certification: Aegis School of Data Science

Hall # 2

Machine Learning Using R

Type: Standard| Duration: Full Day | Certificate: Yes | Date: 29 May 2018 | Time: 10:00 AM to 6:00 PM


Objectives:
1. Introduce the basic concepts of Machine Learning with a focus on different types of algorithms
2. Provide hands on implementation experience on sample problems
3. Make participants aware about machine learning tools and frameworks
4. Provide an overview of key machine learning application areas
Outline:
Introduction and landscape
Supervised Learning (hands-on)
Unsupervised Learning (hands-on)
Other types of Learning (hands-on)
Pre-requisites:
R-Studio

DSC Hall: Hall 2

Instructor: Dr Shamsuddin Ladha

Certification: Aegis School of Data Science

Access: Standard Workshop Pass | Pro Pass | Platinum Pass

Hall # 1

Cognitive Analytics Using IBM Watson

Type: Standard| Duration: Half Day | Certificate: Yes | Date: 29 May 2018 | Time: 10:00 AM to 1:00 PM


Agenda:

  • Introduction
  • Industry examples/demo in Life Sciences like Cognitive Medical Assist
  • Demo of WA and WASM
  • Classroom exercise on WA with sample data

No specific Software or Hardware requirement

DSC Hall: Hall 1

Instructor: Ms. Sharmila Das

Certification: Aegis School of Data Science

Recommendation Science

Type: Standard| Duration: Half Day | Certificate: Yes | Date: 29 May 2018 | Time: 2:00 AM to 5:00 PM

 


Software requirement:

  • Anaconda with Python 3

Laptop Configuration:

  • The configuration would be i5 with 8 GB ram and any OS

Pre-reading material:

Need basic understanding of Python, jupyter and anaconda, some links below

DSC Hall: Hall 1

Instructor: Mr. Bhavik Ghandhi

Certification: Aegis School of Data Science

₹50KAll Days
Platinum Pass
  • Get Access to
  • Premium Workshops - 29th May
  • Key Talks and Panel Discussion
  • Exhibition
  • Product & Solution Demo
  • Leaders Lunch - VIP Lounge
  • The Data Night (CXO Networking)
₹15KAll Days
Pro Pass
  • Get Access to
  • Standard Workshops - 29th May
  • Key Talks and Panel Discussion
  • Exhibition
  • Product & Solution Demo
  • Delegate Lunch
₹20KFull Day
Premium (Only Workshop)
  • Workshops on - 29 May 2018
  • Attend any of the following workshops:
  • Deep Learning workshop by Nvidia DLI
  • or
  • Natural Language Understanding
₹10KFull Day
Standard (Only Workshop)
  • Workshops on - 29 May 2018
  • Attend any of the following workshops:
  • Apache Spark
  • or
  • Machine Learning Using R Language
₹5KHalf Day
Standard (Only Workshop)
  • Workshops on - 29 May 2018
  • Attend any of the following workshops:
  • Social Media Analytics - Using IBM Watson
  • or
  • Machine Learning Models Deployment as a Webservice