Prime 11 AI Workshops that You Should Attend in 2025

Over the previous few months, the AI panorama has shifted dramatically. OpenAI’s GPT-4o replace introduced in seamless voice, imaginative and prescient, and textual content capabilities to a single mannequin. Google’s Gemini raised the bar for long-context reasoning. Apple is shifting in, hinting at deep GenAI integrations throughout gadgets. These function updates sign a brand new customary for what fashionable AI can do.

As AI strikes from demos to deployment, the true problem is translating these breakthroughs into working methods. Whether or not you’re constructing multi-agent apps, integrating GenAI into workflows, or optimizing LLMs for manufacturing, hands-on expertise is now important. And that can assist you grasp these complicated frameworks and instruments, we have now curated an inventory of workshops occurring on the DataHack Summit 2025 this yr. This can be a one-stop place so that you can discover the best set of mentors for the focused studying. We’ve reduce by way of the noise to carry you solely one of the best and what is going to propel your profession to greater ranges.

Generative AI: Constructing Extra Than Simply Prompts

Generative AI has seen the transformation of novelty to necessity. It’s now not simply chatbots and picture era. It’s now reworking how companies function, from automating buyer help to optimizing provide chains and accelerating product growth. In line with a 2024 McKinsey report, GenAI may add as much as $4.4 trillion yearly to the worldwide economic system, with industries like finance, healthcare, and manufacturing already integrating it into core workflows. As adoption scales, the demand for professionals who can construct, fine-tune, and deploy GenAI methods is sure to skyrocket. And being proficient in GenAI expertise could possibly be the precursor for staying related in an AI-first world. 

The generative AI workshops at DataHack Summit 2025 give attention to serving to you construct dependable, scalable, and safe GenAI methods. Whether or not you’re main a crew or writing code your self, right here you’ll have the chance to discover methods to apply LLMs in buyer help, content material era, advertising and marketing, and diverse domains.

You’re going to get an opportunity to coach fashions, fine-tune them, and mix them with instruments like RAG, vector shops, and reminiscence methods, all beneath the mentorship and steering of an trade professional. You’ll study to transcend prompting and construct methods that may motive, retrieve, and enhance over time. These GenAI workshops are perfect for each builders and decision-makers trying to carry sensible GenAI purposes into their merchandise and workflows.

Agentic AI: From Good Prompts to Autonomous Techniques

Agentic AI has grow to be essentially the most talked-about development in AI, pushing past chat-based assistants into absolutely autonomous methods. With the rise of frameworks like AutoGen, CrewAI, and LangGraph, tech leaders and startups alike are constructing AI brokers that plan, motive, and act, that achieve this way more than simply reply. Previously yr alone, we’ve seen agentic methods deployed in customer support, monetary analysis, automated coding, and even cybersecurity. Platforms like OpenAI’s AutoGen Studio and Microsoft’s AutoGen integrations are making headlines for turning multi-agent collaboration into production-ready workflows.

At DataHack Summit 2025, you’ll discover a chance to discover intimately this fast-moving house by way of hands-on agentic AI workshops. These classes will train you methods to construct brokers that may keep in mind context, make multi-step choices, collaborate with different brokers, and set off exterior instruments or APIs. Whether or not you’re focused on growing a analysis agent that analyzes market developments or a help agent that manages conversations end-to-end, you’ll discover ways to construct it right here. These AI workshops are constructed for builders trying to transfer from reactive GenAI instruments to proactive, autonomous AI methods that may function independently in real-world environments.

Why Attend DataHack Summit 2025?

DataHack Summit 2025 is the place India’s high AI and knowledge professionals collect to study, change and construct what’s subsequent. With 150+ audio system and 30+ hands-on workshops, it’s essentially the most related platform for studying how AI is utilized in manufacturing right now. The occasion blends cutting-edge tech with sensible insights- so whether or not you’re scaling LLMs, deploying brokers, or experimenting with open-source fashions, there’s one thing right here for you.

Greater than only a convention, the summit is an opportunity to attach with essentially the most thriving AI neighborhood within the nation. You’re going to get an opportunity to attach with builders, researchers, and leaders who’re fixing issues in diverse industries, incorporating AI. 

Why Attend Our Workshops?

Our AI workshops, masking areas like Generative AI, Agentic AI, Knowledge Science, and ML, are crafted to offer you an intense, hands-on studying expertise which might’t be matched with any on-line movies or passive classes. Right here’s what makes them price your time:

• Period: Full-day, 8+ hour deep-dive classes designed to take you from fundamentals to real-world deployment.
• Format: Knowledgeable-led and extremely interactive. Instructors stroll you thru actual use cases- coaching LLMs, deploying clever brokers, integrating multimodal AI- and information you as you construct them your self.
• Function: Every workshop AI session is constructed to ship most worth in a single day. You’ll achieve the sensible expertise and confidence wanted to use what you’ve discovered instantly at work and in your initiatives.
• Interplay Degree: Extraordinarily excessive. With a small group (solely 50 contributors per workshop), you’ll obtain private suggestions, problem-solving assist, and real-time insights tailor-made to your studying curve.
• Palms-On Work: Deliver your laptop computer and get constructing. You’ll write code, construct pipelines, fine-tune fashions, and deploy full-stack AI and agentic methods by the top of the session.
• Venue: All workshops will happen an in-person setting throughout DataHack Summit 2025. Test the official web site for the venue and timing updates.

11 AI Workshops that You Should Attend in 2025

These AI workshop classes are perfect for builders, knowledge scientists, engineers, and even enterprise leaders trying to dive deep and stroll away with actual expertise, not simply notes. Our purpose is to make sure you get the utmost worth to your time and funding.

1. LLMOps: Productionalizing Actual-World Purposes with LLMs

This workshop focuses on methods to take language fashions from experiments to actual manufacturing methods. It teaches you to construct scalable pipelines, deploy fashions on AWS SageMaker, and monitor them utilizing instruments like Langfuse. Each module consists of sensible labs to help you in making use of ideas instantly. By the top of this workshop, you’ll grow to be proficient in automating, optimizing, and sustaining strong LLM-powered purposes. Excellent for crew members trying to carry AI into reside merchandise.

Discover workshop particulars right here.

Modules:

1. Foundations of LLMOps
2. SageMaker Platform
3. Steady Integration with LangChain
4. Monitoring with Langfuse
5. Superior SageMaker Pipelines
6. Steady Deployment Methods

Teacher: Kartik Nighania ( MLOps Engineer at Typewise)

2. AgentOps: Constructing and Deploying AI Brokers

This workshop takes up the method of constructing sensible AI brokers that may plan, motive, and work collectively. You’ll discover ways to combine reminiscence, instruments, and logic to create clever workflows. From single-agent logic to full-scale multi-agent methods, this workshop will train how these brokers can automate actual enterprise duties. Actual-world examples and guided initiatives make the educational deeply sensible.

Discover workshop particulars right here.

Modules:

1. Introduction to AgentOps (Ideas and Ideas)
2. Constructing Brokers with LangChain & LangGraph
3. Reminiscence Administration and Orchestration Layer
4. Multi-Agent Techniques and Collaboration
5. Agentic Retrieval-Augmented Era (Agentic RAG)
6. Evaluating Agent Efficiency
7. Finish-to-Finish Challenge: Constructing a Monetary Analysis Assistant

Teacher: Bhaskarjit Sarmah (Director at BlackRock)

3. Constructing Clever Multimodal Brokers: Integrating Imaginative and prescient, Speech and Language

The duty at hand on this workshop is to construct a Telegram-based AI agent that may see, discuss, hear, and perceive. This session exhibits methods to mix a number of modalities in a single sensible system, from establishing real-time picture recognition to enabling voice interactions. You’ll use cutting-edge instruments so as to add reminiscence, reasoning, and communication options. By the top of this workshop, you’ll deploy a totally useful agent to your telephone. That is nice for builders trying to transcend text-only AI.

Discover workshop particulars right here.

Modules:

1. Challenge Overview
2. LangGraph Crash Course
3. Constructing Agent Reminiscence
4. Speech Techniques (TTS and STT)
5. Imaginative and prescient-Language Fashions and Picture Era
6. Connecting to Telegram

Teacher: Miguel Otero Pedrido (ML Engineer and Founder – The Neural Maze)

4. Mastering LLMs: Coaching, High-quality-Tuning, and Finest Practices

Wish to get a stable grip on Massive Language Fashions (LLMs) and methods to work with them? This workshop is your go-to. It walks you thru the whole lot from the fundamentals of NLP and transformers to superior stuff like PEFT, RLHF, and tool-calling with MCP. You’ll get hands-on with fashions like BERT, GPT-2, LLaMA3, Gemma, and extra, utilizing instruments like DSPy and RAGs. Nice for professionals, however newbies with some Python and deep studying information (particularly PyTorch) will match proper in. You’ll want Colab or a GPU-ready setup to comply with alongside.

Discover workshop particulars right here.

Modules:

1. Fundamentals of Language Modeling
2. LLM Constructing Blocks
3. Language Modeling at Scale
4. Operationalising LLMs
5. LLMs past Language Modeling

Teacher: Raghav Bali (Principal Knowledge Scientist at Supply Hero)

5. Unleashing Multi-Agent Purposes with CrewAI

This workshop teaches multi-agent orchestration utilizing CrewAI, educating contributors to outline, configure, and coordinate brokers to resolve complicated issues. The curriculum for this one consists of creating brokers, orchestrating workflows, integrating instruments, and connecting with exterior libraries like Streamlit. By the top of this workshop, attendees will be capable of construct real-world workflows utilizing CrewAI.

Discover workshop particulars right here.

Modules:

1. Introduction to CrewAI and Multi-Agent Techniques
2. Get Began with CrewAI – Palms-On Fundamentals
3. Content material Creation with Guardrails utilizing Flows
4. Fraud Detection with Sample Recognition Brokers
5. Clever Onboarding & Persistent Reminiscence with Mem0
6. Ultimate Challenge – Conversational Agent with Streamlit and Voice I/O

Teacher: Alessandro Romano (Senior Knowledge Scientist at Kuehne+Nagel)

6. Constructing Actual‑World LLM Brokers: Analysis, Optimization & Monitoring

This workshop offers hands-on expertise in creating, analyzing, and enhancing LLM-based brokers for actual methods. Right here you’ll discover ways to measure efficiency, refine prompts, and use observability instruments to observe manufacturing methods. Actual-world examples and labs will information you thru debugging and steady enchancment. You’ll go away right here with a know-how of methods to monitor key metrics and keep strong LLM workflows. 

Discover workshop particulars right here.

Modules:

1. Foundations of LLM Purposes & Brokers
2. Observability and Tracing for LLM Purposes
3. Analysis Methods & Metrics
4. Immediate Engineering and Optimization
5. System Optimization Approaches
6. Manufacturing Monitoring and Steady Enchancment
7. Integration and Capstone Challenge

Teacher: John Gilhuly (Head of Developer Relations at Arize AI)

7. Agentic AI & Generative AI for Enterprise Leaders

That is simply some of the in-demand classes; leaders right now want to know how AI works in the event that they wish to information their groups successfully and keep on high of trade developments. This workshop helps non-technical leaders perceive GenAI in enterprise by way of clear examples and reside demonstrations. You’ll study what AI means to your group and methods to apply it to resolve actual enterprise challenges. The workshop consists of case research from advertising and marketing, HR, and operations, to call a number of. By the top, you’ll have a roadmap to combine AI into your technique. Ultimate for decision-makers searching for sensible impression with out the technical know-how.

Discover workshop particulars right here.

Modules:

1. Opening Keynote: The Age of Intelligence 
2. Demystifying AI & ML – Methods & Terminology
3. AI within the Enterprise – Archetypes & Use Circumstances
4. Understanding Generative AI – Foundations & Capabilities
5. Prompting 101 – The Enterprise Chief’s Information
6. GenAI Purposes – RAG, Brokers & Extra
7. GenAI Use Circumstances in Apply – Enterprise Insights
8. Strategic Concerns & The GenAI Roadmap

Teacher: David Zakkam (Knowledge Science Director at Uber)

8. Mastering Actual-World Agentic AI Purposes with AG2 (AutoGen)

This workshop leverages AutoGen (AG2) for constructing sensible, scalable agent methods throughout numerous purposes. Right here, you’ll create brokers for duties like buyer help, knowledge analysis, and evaluation. You’ll study to optimize and deploy dependable agent workflows in actual settings. By the top of this workshop, you’ll have constructed your personal specialised agent system prepared for manufacturing. That is perfect for builders trying to scale agentic AI options.

Discover workshop particulars right here.

Modules:

1. Introduction & Foundations of AI Brokers 
2. Getting Began with AG2 Brokers 
3. Core AG2 Ideas & Structure
4. Superior Agent Design Patterns
5. Constructing Customized Brokers
6. Integration & Exterior Instruments
7. Manufacturing Deployment
8. Actual-world Purposes
9. Finest Practices & Future Instructions
10. Q&A and Workshop Wrap-up

Teacher:
Qingyun Wu, Co-creator and Co-founder of AG2 (previously AutoGen)

9. Agentic RAG Workshop: From Fundamentals to Actual‑World Implementations

This hands-on workshop teaches you methods to mix retrieval methods with clever brokers to create smarter, enterprise-ready AI pipelines. Beginning with RAG fundamentals, you’ll then layer in agentic design so as to add planning and reasoning. This workshop will information you thru visualizing workflows and deploying actual use instances. By the top, you’ll have an understanding of methods to construct dependable RAG methods at scale.

Discover workshop particulars right here.

Modules:

1. Perceive the Fundamentals of Retrieval-Augmented Era (RAG)
2. Apply Superior Retrieval Methods
3. Combine AI Brokers into RAG Pipelines
4. Construct and Visualize Agentic Workflows Utilizing LangGraph
5. Implement Confirmed Agent Design Patterns
6. Construct a Full-Scale Agentic RAG Utility
7. Examine Conventional vs. Agentic RAG Architectures
8. Apply Sensible Suggestions for Enterprise-Grade Implementation

Teacher: Arun Prakash Asokan (Affiliate Director, Knowledge Science at Novartis)

10. From Newbie to Knowledgeable: Studying LLMs, Reinforcement Studying & AI Brokers

This workshop bridges idea and real-world coding by guiding you from LLM fundamentals to constructing self-improving brokers. You’ll prepare a decoder-style mannequin from scratch, apply RL (PPO, DPW), fine-tune with RLHF, and add exterior information through RAG. Right here you can be constructing full LLM‑backed brokers and leaving with sensible expertise to coach, fine-tune, and deploy LLM methods confidently.

Discover workshop particulars right here.

Modules:

1. Introduction to Massive Language Fashions
2. The Important Ideas of Reinforcement Studying
3. Including Reinforcement Studying to Neural Networks
4. Including Reinforcement Studying with Human Suggestions(RLHF) to LLMs
5. Superior RL for LLMs
6. Retrieval-Augmented Era (RAG)
7. Agentic AI

Instructors:

• Joshua Starmer (Founder & CEO at StatQuest)
• Luis Serrano (Founder & Chief Schooling Officer at Serrano Academy)

11. Mastering Clever Brokers: A Deep Dive into Agentic AI

When you’re interested by Agentic AI and wish to stand up to hurry quick, that is the workshop for you. In a single full day, throughout six modules, you’ll achieve an understanding of the core concepts behind Generative and Agentic AI, discover design patterns like Instrument-Use and Multi-Agent methods, and construct your personal brokers utilizing instruments like LangChain, LangGraph, and CrewAI. The workshop teaches you methods to deploy, debug, and monitor them utilizing FastAPI and LangFuse. It’s hands-on, sensible, and ideal should you already know Python and a few AI fundamentals. All code, slides, and cloud setup included!

Discover workshop particulars right here.

Modules:

1. Introduction to Generative & Agentic AI
2. Constructing Primary Agentic AI Techniques
3. Reminiscence Administration & Constructing Conversational Agentic AI Techniques
4. Constructing Superior Agentic AI Techniques
5. Constructing Agentic RAG Techniques
6. Deploying & Monitoring Agentic AI Techniques

Teacher: Dipanjan Sarkar (Head of Group & Principal AI Scientist at Analytics Vidhya)

Conclusion

What makes these synthetic intelligence workshops at DataHack Summit 2025 really stand out is their give attention to real-world impression. We’re not speaking the standard slides; with our workshops, you’ll go away with working prototypes, deployment know-how, and the boldness to implement AI at scale. From constructing multimodal brokers to designing suggestions loops in LLMOps, each AI workshop expertise is tailor-made to push your capabilities ahead. When you’re trying to grasp this wave of AI, from Generative AI to Agentic AI, these AI workshop classes supply a uncommon alternative to study from the individuals constructing the instruments and shaping the longer term.