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Join us for oneAPI Hands-on Lab using the Intel®AI Analytics Toolkit, a five-city roadshow designed exclusively for the developer community. The agenda offers you a unique opportunity to get an introduction to the new Intel® Developer cloud, get early access to Intel®’s Data Center GPU Max Series and gain hands-on experience on working with the different avenues of development, such as GenAI and LLMs.

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About oneAPI

oneAPI is an industry-wide, open specification that is supported by a range of companies, startups, and educational institutions focusing on non-proprietary, cross-architectural development across CPUs and accelerators  such as GPUs and FPGAs. An open specification with industry support means that you can use the oneAPI family of optimized, best-in-class libraries in your application via a number of existing languages and programming models, including C++, Python, SYCL, OpenMP®, Fortran and MPI.

Why Attend?

The event will see Intel® Certified Instructors going into detail about
the cross-architecture software development, spanning:

  • Hands-on workshops that engage the community and provide real world experience on application development using Intel®AI Analtyics Toolkit.
  • AI and analytics using industry-standard frameworks and tools, performance-optimized by oneAPI.
  • What’s new with oneAPI including Intel® AI Analytics and HPC Toolkits.
  • Deliver high-performance, deep learning training on Intel® XPUs and integrate fast inference into your AI development workflow with Intel® -optimized, deep learning frameworks for TensorFlow* and PyTorch*, pretrained models, and low-precision tools.
  • Achieve drop-in acceleration for data preprocessing and machine learning workflows with compute-intensive Python packages, scikit-learn*, and XGBoost.
  • Gain direct access to analytics and AI optimizations from Intel® to ensure that your software works together seamlessly.
  • Generate new and unique content, such as text, images and code with the help of GenAI implemented with Intel® AI Analytics Kit and Intel® Optimized architecture.
Register now to enhance your Al skills and get early access to Intel's Data Center GPU Max Series on Intel® Developer Cloud. You will be awarded a digital certificate on your successful completion of the hands-on sessions at our workshop.

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Who Should Attend?

Intel® Developer Cloud

Category : General requirement

45 Mins

Speaker image
Santanu Ganguly Santanu Ganguly CEO, StrategINK, Disruption is the norm in a post COVID-19 scenario

Demo with NLP

Category : NLP

1hr 15 mins

Demo with LLMs

Category : LLMs

1hr 15 mins

Demo with GenAI

Category : GenAI

1hr 15 mins

Concepts Explored at the Hands-on Lab

  • Session 1
  • Introduction to Intel® oneAPI and Intel® Acceleration Libraries for AI (15 Mins)
  • Setup of Intel® Developer Cloud Environment (15 Mins)
  • Intel® Optimised XGboost model for Fraud Detection Lab (30 Mins)
  • Session 2
  • Utilizing Natural Language Processing for Enhancing User Intention and Context Comprehension. (1 Hour) The session will focus on profiling the user intention and context of the conversation with the TEDTalks Tweets datasets, and we will be using NLP packages NLTK, SPACY
  • Session 3
  • Building a Chatbot with llama2 model on Intel® 4th Gen CPU (1 Hour): In this session, the participant will be building a simple chatbot app for e-commerce datasets and resolving queries.
  • Q&A
Langchain
  • Demo with LIm's using Langchain, OpenAI
  • Using LIms with Langchain
  • Prompt Templates
  • Building chains with LIms
  • LIm Chain Object
  • Simple Sequential Chains
  • Additional chains QnA
  • Agents in LIm Longchain
  • Stable Diffusion Demo on Intel® GPU with Performance analysis within Intel® Developer Cloud
  • Generating your first GAN within Intel® Developer Cloud
  • Advanced implementation of GAN within Intel® Developer Cloud

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Workshop
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Mandatory Prerequisites

*Entry will be on first come first serve basis at the event. First 50 people will be granted access.