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The Machine Learning Summit 2025
The Machine Learning Summit 2025

The Machine Learning Summit 2025: Build the skills to stay job-ready with 20+ expert-led sessions on machine learning, GenAI, and LLMs

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Profile Icon Stephen Klein Profile Icon Imran Ahmad Profile Icon Kush Varshney Profile Icon Tivadar Danka Profile Icon Raphaël MANSUY Profile Icon Sandipan Bhaumik Profile Icon Lydia L.R. Ray Profile Icon Anastasia Tzeveleka Profile Icon Luca Massaron Profile Icon Khuyen Tran Profile Icon Tom Yeh Profile Icon Serg Masís Profile Icon Vivekanandan SS Profile Icon Shankar Narayanan SGS Profile Icon Aurimas Griciūnas Profile Icon Hanane D. Profile Icon Mona M Profile Icon Eslam Kamal Abdelreheem Profile Icon Thomas Nield Profile Icon Alex Merced Profile Icon Gabriele Venturi Profile Icon Anthony Alcaraz Profile Icon Stefan Jansen Profile Icon Andrea Gioia +20 more Show less
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$199.99
Video Oct 2025 17hrs 52mins 1st Edition
Video
$199.99
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Free Trial
Renews at $19.99p/m
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Profile Icon Stephen Klein Profile Icon Imran Ahmad Profile Icon Kush Varshney Profile Icon Tivadar Danka Profile Icon Raphaël MANSUY Profile Icon Sandipan Bhaumik Profile Icon Lydia L.R. Ray Profile Icon Anastasia Tzeveleka Profile Icon Luca Massaron Profile Icon Khuyen Tran Profile Icon Tom Yeh Profile Icon Serg Masís Profile Icon Vivekanandan SS Profile Icon Shankar Narayanan SGS Profile Icon Aurimas Griciūnas Profile Icon Hanane D. Profile Icon Mona M Profile Icon Eslam Kamal Abdelreheem Profile Icon Thomas Nield Profile Icon Alex Merced Profile Icon Gabriele Venturi Profile Icon Anthony Alcaraz Profile Icon Stefan Jansen Profile Icon Andrea Gioia +20 more Show less
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$199.99
Video Oct 2025 17hrs 52mins 1st Edition
Video
$199.99
Subscription
Free Trial
Renews at $19.99p/m
Video
$199.99
Subscription
Free Trial
Renews at $19.99p/m

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Key benefits

  • Learn from world-class experts on generative AI, agentic AI, LLMOps, knowledge graphs, causal inference, synthetic data, and enterprise ML
  • Apply learning instantly through interactive sessions on Snowflake, PandaAGI, and AWS SageMaker, plus real-world case studies
  • Build safe, fair, and business-aligned AI models while staying ahead of emerging trends and best practices

Description

The Machine Learning Summit 2025 is a three-day deep dive into the most transformative developments shaping the AI and ML landscape today. Bringing together leading researchers, engineers, and practitioners, it blends strategic insights, hands-on workshops, and real-world case studies across generative AI, agentic systems, LLMOps, knowledge graphs, tabular AI, causal inference, and enterprise-scale ML deployment. From opening keynotes on the trajectory of generative AI to highly practical sessions on Graph RAG agents, cognitive pipelines, tabular AI innovations, and zero-shot time series forecasting, viewers will explore both the theoretical foundations and applied practices driving the next era of intelligent systems. Sessions will also cover crucial topics around safety, fairness, interpretability, and synthetic data, equipping learners to build AI that is not only powerful but also responsible and business-aligned. Through a mix of talks, panels, and workshops, you will gain actionable knowledge, whether it’s building autonomous agents for finance, deploying scalable LLMs with AWS and Snowflake, or designing ML systems that avoid common pitfalls. By the end of the series, you will leave with practical strategies for building AI that lasts beyond hype cycles and into long-term enterprise value.

Who is this book for?

ML engineers, data scientists, AI/ML leads, and architects seeking advanced, practical insights. Professionals exploring generative AI, LLMs, agentic systems, knowledge graphs, and tabular AI. Teams aiming to scale ML infrastructure with LLMOps, observability, deployment strategies, and responsible AI. Organizations and individuals wanting to stay ahead in areas like causal inference, synthetic data, and enterprise-scale AI.

What you will learn

  • Grasp the full arc of Generative AI, from hype to business models
  • Design and deploy Graph RAG and agentic AI systems
  • Build enterprise-grade cognitive agents with memory and coordination
  • Apply next-gen Tabular AI models such as TabPFN and CARTE
  • Explore TimeGPT for zero-shot forecasting across domains
  • Implement LLMOps, synthetic data, and causal inference for fair, robust AI

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Last updated date : Oct 29, 2025
Publication date : Oct 07, 2025
Length: 17hrs 52mins
Edition : 1st
Language : English
ISBN-13 : 9781806662258
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Product Details

Last updated date : Oct 29, 2025
Publication date : Oct 07, 2025
Length: 17hrs 52mins
Edition : 1st
Language : English
ISBN-13 : 9781806662258
Category :
Languages :
Concepts :

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Table of Contents

3 Chapters
The ML Stack in Action Chevron down icon Chevron up icon
Scaling ML Intelligence Chevron down icon Chevron up icon
Enterprise Generative AI Chevron down icon Chevron up icon
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