Introduction
Think about a day filled with power and potentialities! Attendees eagerly await the beginning of an immersive, hands-on workshop on the DataHack Summit 2024, India’s largest GenAI Convention. On the 4th day, devoted totally to workshops, you’ll take your data of Generative AI to the following stage with cutting-edge know-how and sensible purposes. On this article, you may discover the various workshops out there at DataHack Summit 2024!
Fingers-On Studying in Generative AI
Within the quickly evolving world of AI, staying forward of the curve wants extra than simply theoretical data.With Generative AI rising as a transformative pressure, hands-on coaching is crucial. Why? As a result of know-how is finest understood when put into apply. Be taught to navigate the complexities behind AI fashions, the information administration, and the restrictions of real-world purposes.
Generative AI continues to be in its nascent phases, but the speed at which it’s rising is unprecedented. And due to this fast development, the abilities and data required to excel are continually evolving. Fingers-on studying not solely helps to strengthen theoretical ideas but in addition prepares you to deal with the challenges head-on.
Why select DataHack Summit 2024?
At DHS 2024, you’ll dive deep into the world of Generative AI. This occasion is the epicenter of all the excitement, innovation, brainstorming, and thrilling discussions surrounding the know-how. This 12 months, we’ve curated over 10 immersive workshops on cutting-edge matters to give you most worth.
Whereas many summits provide talks and shows, the DataHack Summit goes means past that. Our workshops usually are not simply lectures however interactive classes the place you actively take part, apply your abilities and stage up your experience. These workshops purpose to remodel you from a passive learner to an lively practitioner in only a day. That is the utmost worth for a day’s value that one can get so you already know you wouldn’t wish to miss it. Final 12 months, our workshops have been offered out months upfront, a testomony to the standard and demand for these classes.
Why Attend our Workshops?
Our workshops in AI, ML, and Generative AI are rigorously designed to offer a complete and fascinating studying expertise. Right here’s a glimpse of what you may anticipate:
- Period: 8+ hours
- Format: Instructors will break down real-world drawback statements and information you thru the method of fixing them. Interactive classes utilizing Python notebooks and different hands-on instruments will make sure you get sensible expertise.
- Function: Equip your self with the abilities and data required to deal with complicated data-driven issues inside a day’s time.
- Interplay Degree: Excessive! With a really restricted variety of members (50 per workshop), you’ll have particular person consideration and assist, selling a collaborative studying atmosphere.
- Fingers-On Work: Deliver your laptops, as you may be engaged on datasets, codes, constructing fashions, and extra.
- Venue: Go to our web site for the newest updates on workshop venues.
Sneak Peek into Workshops at DataHack Summit 2024
Mastering Language Fashions: From Ideas to Code in PyTorch
On this workshop, study the working behind ChatGPT and get hands-on with coding, coaching, and fine-tuning your personal language fashions utilizing PyTorch. This workshop shall be performed in a singular “StatQuest Fashion,” guaranteeing each element is clearly defined.
- Workshop Modules
- Module 1: Introduction to Neural Networks and Transformers
- Module 2: (BAM!): Important Matrix Algebra for Coding Transformers
- Module 3: (DOUBLE BAM!!): Coding a Language Mannequin from Scratch
- Module 4: (TRIPLE BAM!!!): Advantageous-tuning a Manufacturing Grade Giant Language Mannequin
- Speaker- Joshua Starmer PhD, Founder & CEO at StatQuest
LLMOps – Productionalizing Actual-world Functions with LLMs
Dive into the complexities of operationalizing massive language fashions, together with collaboration, coaching, scaling, and monitoring. Acquire actionable insights and hands-on abilities to handle LLMs successfully.
- Workshop Modules:
- Module 1: MLOps vs LLMOps
- Module 2: Fixing Actual-world Issues with Basis Fashions and Immediate Engineering
- Module 3: LLM Advantageous-Tuning, Optimization, and Serving on AWS
- Module 4: Finish-to-Finish Coaching and Suggestions Pipeline on AWS Sagemaker
- Module 5: Scaling LLMs utilizing Kubernetes
- Module 6: Superior RAG Pipelines at Scale
- Module 7: Content material Moderation, Privateness, Safety, and Guardrails
- Speaker- Kartik Nighania, MLOps Engineer at Typewise
Constructing GenAI Functions utilizing RAGs
Discover the transformative know-how of Retrieval-Augmented Technology (RAG). This workshop will information you from foundational ideas to constructing subtle RAG programs, guaranteeing tangible outcomes and strong takeaways.
- Workshop Modules:
- Module 1: Getting Began with Gen AI
- Module 2: Gen AI Approaches in Constructing Enterprise Functions
- Module 3: Foundations to Perceive RAG Higher
- Module 4: Constructing RAG Functions from Scratch
- Module 5: Boost your RAG Recreation with Superior RAG Methods
- Speaker: Arun Prakash Asokan, Affiliate Director Knowledge Science at Novartis
Coaching Secure Diffusion Fashions with Business Greatest Practices
Uncover the secrets and techniques behind highly effective diffusion fashions that drive fashionable pc imaginative and prescient applied sciences. This workshop will present a deep dive into how these fashions work and their sensible purposes.
- Workshop Modules:
- Module 1: Embark on an Thrilling Journey with Generative AI
- Module 2: Fundamentals of Diffusion Fashions
- Module 3: Understanding Deepest Ranges Wanted for Diffusion Fashions
- Module 4: Secure Diffusion in Observe, Industrial Strategies
- Module 5: Strategies, Jobs and Instruments of Secure Diffusion
- Module 6: Secure Diffusion Activity to Obtain Function at Hand
- Module 7: State of Artwork and Reducing Fringe of Secure Diffusion
- Module 8: Method Ahead for Secure Diffusion
- Speaker: Sandeep Singh, Head of Utilized AI/Laptop Imaginative and prescient at Beans.ai
Mastering LLMs: Coaching, Advantageous-tuning, and Greatest Practices
Acquire a complete introduction to coaching and fine-tuning massive language fashions. This LLM workshop covers important methodologies and hands-on classes with instruments just like the HuggingFace ecosystem.
- Workshop Modules:
- Module 1: LLM and Generative AI Necessities
- Module 2: Coaching and Advantageous-tuning LLMs
- Module 3: Parameter-efficient Advantageous-tuning LLMs
- Module 4: Instruction-based Advantageous-tuning LLMs utilizing Reinforcement Studying
- Module 5: Wrap-up and Greatest Practices
- Speaker: Dipanjan Sarkar, Head of Neighborhood and Principal AI Scientist at Analytics Vidhya
GenAI for Enterprise Leaders
With this workshop on Generative AI for enterprise leaders, the main target is on figuring out and dealing on AI initiatives drive enterprise and create enterprise worth, perceive the core AI applied sciences and its purposes, alongwith creating an AI technique that’s aligned with your enterprise targets. The emphasis is on the very best practices for AI implementation which incorporates information dealing with, mannequin coaching, and deployment, along with constructing and retaining a reliable AI crew. You can be leveraging AI’s potential whereas guaranteeing scalability, sustainability, and moral concerns.
- Workshop Modules:
- Module 1: Understanding AI and its Enterprise Functions
- Module 2: Creating a Strategic AI Roadmap
- Module 3: Constructing and Scaling an AI Group
- Module 4: Deep Dive into Generative AI, NLP, and Laptop Imaginative and prescient
- Speaker: To Be Introduced
Pioneering Utilized Machine Studying with Generative AI
Acquire sensible insights into Generative AI rules and purposes, together with implementing and fine-tuning fashions for duties like picture technology and artistic content material creation. Discover superior matters like conditional technology and elegance switch, and study real-world case research to grasp business purposes. Develop integration plans to foster innovation in your group’s workflows.
- Workshop Modules:
- Module 1: Understanding AI and its Enterprise Functions
- Module 2: Creating a Strategic AI Roadmap
- Module 3: Constructing and Scaling an AI Group
- Module 4: Deep Dive into Generative AI, NLP, and Laptop Imaginative and prescient
- Speaker: To Be Introduced
GenAI for Finance: Functions & Accountable Use
With this workshop on Generative AI in Finance, members will work on cutting-edge AI instruments to herald innovation the finance sector. The main focus right here is on creating the GenAI purposes to investigate monetary experiences and join with open-source APIs for buying and selling insights. There may be additionally an emphasis on the accountable use of AI, balancing technical abilities with moral concerns. The main focus shall be on studying about Retrieval-Augmented Technology (RAGs) and AI Brokers, aiming to use AI responsibly in making data-driven selections and guaranteeing conscientious developments in monetary AI know-how.
- Workshop Modules:
- Module 1: Constructing Functions utilizing RAGs and AI Brokers
- Module 2: Constructing LLMOps Pipelines utilizing Langsmith
- Module 3: Accountable Use of LLM Functions
- Module 4: Deploying and Internet hosting the App on Streamlit
- Speaker: Bhaskarjit Sarmah, Senior Knowledge Scientist at BlackRock
Finish Be aware
That is the possibility the place you may study, have interaction, and develop. Our intensive GenAI workshops will enable you in bettering your AI abilities and in addition community with like-minded people. Safe your house at DataHack Summit 2024 at this time – as a result of these workshops are sure to promote out quick, similar to final 12 months! Sure, our workshops have been a complete hit and offered out months earlier than the occasion.
The DataHack Summit is a flagship for AI and Knowledge Science lovers. This isn’t simply another business-focused occasion however a sensible convention for the practitioners of AI. You’re going to get a 360 diploma view of the Generative AI know-how right here with the highest consultants to brainstorm with. You can be exploring the innovative strategies and instruments, and gaining insights with business consultants.
Go to our web site for extra particulars and to register. Prepare to remodel your AI journey with hands-on studying that really counts.
