High 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 normal for what trendy 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 will help you grasp these advanced frameworks and instruments, we have now curated a listing of workshops occurring on the DataHack Summit 2025 this 12 months. It is a one-stop place so that you can discover the correct set of mentors for the focused studying. We’ve minimize via the noise to convey you solely the very best and what is going to propel your profession to larger 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 assist to optimizing provide chains and accelerating product improvement. Based on 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 might be the precursor for staying related in an AI-first world. 

The generative AI workshops at DataHack Summit 2025 deal with serving to you construct dependable, scalable, and safe GenAI methods. Whether or not you’re main a group or writing code your self, right here you’ll have the chance to discover methods to apply LLMs in buyer assist, content material era, advertising, 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 underneath the mentorship and steerage of an business knowledgeable. 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 convey sensible GenAI functions into their merchandise and workflows.

Agentic AI: From Good Prompts to Autonomous Programs

Agentic AI has turn into probably the most talked-about development in AI, pushing past chat-based assistants into totally 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 far more than simply reply. Prior to now 12 months 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 will see a possibility to discover intimately this fast-moving house via hands-on agentic AI workshops. These periods will educate you methods to construct brokers that may bear in mind context, make multi-step selections, collaborate with different brokers, and set off exterior instruments or APIs. Whether or not you’re excited about creating a analysis agent that analyzes market developments or a assist 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 prime AI and knowledge professionals collect to study, change and construct what’s subsequent. With 150+ audio system and 30+ hands-on workshops, it’s probably 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 probably the most thriving AI group 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 present you an intense, hands-on studying expertise which may’t be matched with any on-line movies or passive periods. Right here’s what makes them value your time:

• Period: Full-day, 8+ hour deep-dive periods designed to take you from fundamentals to real-world deployment.
• Format: Skilled-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.
• Objective: 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 realized instantly at work and in your tasks.
• Interplay Degree: Extraordinarily excessive. With a small group (solely 50 members per workshop), you’ll obtain private suggestions, problem-solving assist, and real-time insights tailor-made to your studying curve.
• Palms-On Work: Carry 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 periods 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 objective 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 immediately. By the top of this workshop, you’ll turn into proficient in automating, optimizing, and sustaining strong LLM-powered functions. Good for group members trying to convey AI into dwell 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 educate how these brokers can automate actual enterprise duties. Actual-world examples and guided tasks make the training deeply sensible.

Discover workshop particulars right here.

Modules:

1. Introduction to AgentOps (Ideas and Rules)
2. Constructing Brokers with LangChain & LangGraph
3. Reminiscence Administration and Orchestration Layer
4. Multi-Agent Programs 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 organising 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 completely practical agent to your cellphone. 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 Programs (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, Advantageous-Tuning, and Greatest Practices

Wish to get a stable grip on Giant Language Fashions (LLMs) and methods to work with them? This workshop is your go-to. It walks you thru every little thing 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 novices with some Python and deep studying data (particularly PyTorch) will match proper in. You’ll want Colab or a GPU-ready setup to observe 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, instructing members to outline, configure, and coordinate brokers to resolve advanced 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 Programs
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. Closing 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 supplies 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 one of the crucial in-demand periods; leaders right now want to grasp how AI works in the event that they wish to information their groups successfully and keep on prime of business developments. This workshop helps non-technical leaders perceive GenAI in enterprise via clear examples and dwell 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, 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 on the lookout for sensible influence 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 Instances
4. Understanding Generative AI – Foundations & Capabilities
5. Prompting 101 – The Enterprise Chief’s Information
6. GenAI Purposes – RAG, Brokers & Extra
7. GenAI Use Instances in Observe – Enterprise Insights
8. Strategic Issues & 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 functions. Right here, you’ll create brokers for duties like buyer assist, 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. Greatest 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 circumstances. 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 Software
7. Evaluate 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 Skilled: 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 data by way of RAG. Right here you may 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 Giant 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 Training Officer at Serrano Academy)

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

If you happen to’re inquisitive about Agentic AI and wish to rise 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 Software-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 excellent when 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 Fundamental Agentic AI Programs
3. Reminiscence Administration & Constructing Conversational Agentic AI Programs
4. Constructing Superior Agentic AI Programs
5. Constructing Agentic RAG Programs
6. Deploying & Monitoring Agentic AI Programs

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

Conclusion

What makes these synthetic intelligence workshops at DataHack Summit 2025 actually stand out is their deal with real-world influence. We’re not speaking the standard slides; with our workshops, you’ll go away with working prototypes, deployment know-how, and the arrogance 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. If you happen to’re trying to grasp this wave of AI, from Generative AI to Agentic AI, these AI workshop periods supply a uncommon alternative to study from the folks constructing the instruments and shaping the longer term.