MLOps.community Courses

The Future of Feature Stores and Platforms - MLOps Podcast 186

Explore the future of feature stores and platforms with industry experts, discussing technical challenges, data handling, and AI system optimization for operational machine learning.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Lessons on Data Teams Leadership - MLOps Podcast #185

Explore data team leadership strategies, from project management to team dynamics, with insights on decision-making, change management, and effective communication in data science organizations.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

LLMs in Production at GetYourGuide - Implementing and Prioritizing Large Language Models

Explore GetYourGuide's approach to integrating LLMs in production, from decision-making to implementation and safe deployment. Gain insights on prioritizing LLMs and streamlining their integration into product processes.

• YouTube
• 30 minutes
• On-Demand
• Free Video

The Truth About AI Agents - Current Limitations and Future Potential

Explore the potential and limitations of AI agents, focusing on reliability, performance, and safety. Learn about current challenges and future developments in this emerging field.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Amplifying Impact with Generative AI: Insights from 10,000 Colleagues - Talk 4

Explore how Prosus AI leverages generative AI across 80+ tech companies, enhancing work impact. Gain insights from 10,000 daily AI users in a global portfolio of 800+ AI experts.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Exploring the Latency, Throughput, and Cost Space for LLM Inference

Explore LLM inference stacks, optimizing model selection, hardware, and code for cost-effective performance. Gain insights on open-source models and future developments in AI serving technology.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Translating Business Goals into Product Decisions

Explore data operations and automation in finance with Richa Sachdev. Learn to translate business goals into product decisions, optimize user experience, and leverage MLOps strategies for success.

• YouTube
• 43 minutes
• On-Demand
• Free Video

MLOps vs ML Orchestration - Exploring Challenges and Community-Driven Development

Explore MLOps vs ML Orchestration with Ketan Umare, discussing Union.AI, Flyte, community-driven development, real-time data handling, and democratizing machine learning for broader accessibility and efficiency.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Automating Data Annotation with Large Language Models - Workshop 1

Explore techniques for automating data annotation using Large Language Models. Learn workflows, result interpretation, validation, and integration into machine learning pipelines for efficient model finetuning.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Finetuning Open-Source LLMs - Strategies and Custom LLM Creation

Explore LLM finetuning strategies, including low-rank adaptation, and learn to create custom LLMs using open-source software. Gain insights into various LLM applications and techniques.

• YouTube
• 29 minutes
• On-Demand
• Free Video

The Centralization of Power in AI - MLOps Podcast Episode 181

Explore AI power centralization, language limitations, and open-source initiatives. Gain insights on AI transparency, accountability, and the evolving landscape of machine learning frameworks.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Adventures in Building CLIP and Other Large Language Models

Explore insights on building CLIP and large language models, AI integration, and balancing tech career with family life. Gain valuable perspectives from a seasoned Deep Learning Engineer.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Evaluating LLM Applications - Insights from Shahul Es

Explore LLM application evaluation with Shahul Es. Learn about debugging, benchmarks, custom data distributions, and fine-tuning to enhance model performance in this insightful discussion.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Building an ML Platform: Insights, Community, and Advocacy - MLOps Coffee Sessions

Explore ML platform development, community building, and advocacy at Wolt. Gain insights on onboarding data scientists, creating user-friendly documentation, and implementing DevRel strategies for effective ML deployments.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Getting ML Applications Into Production - Expert Roundtable

Explore expert insights on overcoming challenges in ML application production, from organizational structure to tech stack bottlenecks, with practical strategies for efficient deployment.

• YouTube
• 56 minutes
• On-Demand
• Free Video