Using AI in Cybersecurity Compliance - A Fast, Precise, and Budget-Saving Solution
Discover how AI revolutionizes cybersecurity compliance, offering a fast, precise, and cost-effective solution through innovative document analysis and answer generation techniques.
Securing Data and AI: Playbook for Trust, Risk, and Security Management (TRiSM)
Discover practical steps for AI Trust, Risk, and Security Management (TRiSM). Learn to secure AI models, manage associated data, and build a Data Command Center for safe GenAI implementation.
Striking the Right Balance Between AI and Cybersecurity
Explore the delicate balance between leveraging AI's power and safeguarding against its vulnerabilities in cybersecurity, addressing evolving threats and innovative solutions.
Guidelines for Secure AI System Development - CISA and International Partners
Explore CISA's guidelines for secure AI system development, covering design, development, deployment, and operations stages.
Leveraging Zero Trust to Protect IoT and OT Assets
Explore Zero Trust principles for protecting IoT and OT assets. Learn to implement the 5 Steps of Zero Trust and align with ISA/IEC 62443 Standards for industrial automation and control systems.
Stacked Up Series: A Deep Dive Into Integrating Large Language Models Into Your Product
Explore integrating large language models into products with insights from ML experts at DoorDash and VoiceFlow. Gain practical knowledge for successful implementation.
Training LLMs: Lessons from the Trenches
Discover key insights and challenges in training large language models across hundreds of GPUs, from data handling to resource management.
Fine-Tune LLMs or Integrate 3rd Party APIs? A Financial Case Study
Explore LLM integration strategies for MLOps, comparing fine-tuning and API use. Learn key considerations, challenges, and risk mitigation techniques for implementing advanced language models.
ML Platform Beyond Kaggle Paradigm - Policy-Centric Approach for End-to-End Automation
Explore a policy-centric approach to ML platforms, extending beyond model-centric views to enhance engineering productivity and directly improve business metrics.
Retrieval Augmented Generation with LangChain: ChatGPT for Your Data - Part 2
Explore Retrieval Augmented Generation using LangChain. Learn to build and optimize question-answering systems with vector stores, embedding models, and LLMs for private data applications.
Spend Less Time Troubleshooting ML Production Issues
Learn strategies to quickly identify and resolve ML production issues, reducing troubleshooting time and improving model performance for stakeholders.
Introduction to Building ML Microservices - A Hands-On Approach with Music Industry Examples
Build ML microservices using MLServer and Seldon Core. Learn to create inference graphs for A/B testing, shadow deployment, and model monitoring with music industry examples.
Applying GitOps Principles in End-to-End MLOps Projects - Interactive Workshop
Implement GitOps principles in MLOps using DVC to create an end-to-end pipeline centered around a git repository as the single source of truth.
Building a Conversation-Focused LLM on Communication Data
Explore the challenges and opportunities of building Nebula, a conversation-focused LLM trained on communication data, addressing privacy concerns and ML Ops pipelines.
Overcoming the Challenges of Building GenAI Apps
Explore challenges and solutions for deploying successful generative AI products, accelerating time-to-market and driving impact.
Creating the World's Premier Biological Foundation Model
Explore Recursion's groundbreaking biological foundation model, revolutionizing drug discovery through advanced infrastructure, data management, and large-scale training techniques.
Engineering an LLM Application: Chat with MLOps World
Develop a chatbot using MLOps World content, exploring techniques to transform it from concept to production-ready application.
Dreambooth - Stable Diffusion for Custom Images
Explore stable diffusion techniques for creating custom images using Dreambooth. Learn color manipulation, texture enhancement, and image blending to transform ordinary photos into extraordinary art.
Retrieval Augmented Generation with LangChain: ChatGPT for Your Data - Part 1
Explore Retrieval Augmented Generation using LangChain to build a question-answering system with private data, leveraging vector stores, embedding models, and LLMs.
Systematic Approaches and Creativity - Building DoorDash's ML Platform During the Pandemic
Explore DoorDash's ML platform development journey, focusing on collaboration, guardrails, principled approaches, and architecture powering billions of daily predictions for diverse use cases.
Closing the Production Gap with MLOps
Explore MLOps strategies to accelerate deployment, monitor models, ensure governance, and manage the model lifecycle, including automated retraining and challenger models in production.