The Power of GenAI: Generate Growth and Innovation with Data
Explore how GenAI and data drive innovation, growth, and personalized experiences. Learn about RAG, vector embeddings, and building data foundations for AI applications.
Make LLM Apps Sane Again - Forgetting Incorrect Data in Real Time
Explore real-time data correction in LLM applications using vector indexing. Learn to build a chatbot that adapts to changing information, ensuring accuracy and reliability in AI-powered conversations.
Measuring Hallucinations in RAG - Retrieval Augmented Generation
Explore techniques to measure and mitigate hallucinations in Retrieval-Augmented Generation (RAG) systems, with practical examples and insights on improving LLM-based applications.
Adding Generative AI to Real-Time Streaming Pipelines - Conf42 LLMs 2024
Explore integrating generative AI into real-time streaming pipelines, covering enterprise use cases, model selection, and implementation using tools like NiFi, Flink SQL, and cloud services.
Future of LLMs and Machine Learning Productionization - Conf42 LLMs 2024
Explore the future of LLM deployment, traditional AI models in production, and generative AI application development using Langchain frameworks. Gain insights into MLOps and ChatGPT's impact.
Isolation Levels and Partial Failures in Distributed Systems - Conf42 LLMs 2024
Explore isolation levels and partial failures in distributed systems, focusing on read committed, repeatable read, and snapshot isolation. Learn strategies for handling failures through replication.
LLMs Revolutionizing Marketing Strategies - Conf42 LLMs 2024
Explore how LLMs revolutionize marketing strategies, optimize metrics, and tackle challenges. Discover practical use cases and see live demos showcasing innovative applications in the field.
Common Mistakes in Golang and How to Avoid Them
Explore common Golang pitfalls and learn effective strategies to enhance code quality, covering arrays, channels, goroutines, interfaces, and more.
How to Test Your Code with Testcontainers in Go
Explore efficient Go code testing using Testcontainers, enhancing reliability and simplifying integration tests with containerized dependencies.
Go Concurrency Powering Gigabyte-Scale Real-World Data Pipeline
Explore Go concurrency techniques for building high-performance data pipelines, focusing on MongoDB to RDBMS migration and optimizing worker pools for gigabyte-scale data processing.
Journey to Next-Gen AIOps: eBPF and GenAI - Conf42 SRE 2024
Explore next-gen AIOps with eBPF and GenAI, addressing SRE challenges through innovative use cases and transformative approaches to monitoring and automation.
Creating Terraform Providers - When Infrastructure as Code Ends
Explore Terraform provider creation, from architecture to publishing. Learn key concepts, hands-on development, and best practices for extending infrastructure as code capabilities.
I Don't Know K8S and at This Point, I'm Too Afraid To Ask - Strategies for Learning Kubernetes in 2024
Explore Kubernetes strategies, from history to architecture, with a focus on controllers and operators. Includes a live demo of creating an operator in under 5 minutes.
Topic Modelling for Text Documents Using NLP Techniques
Explore NLP techniques for topic modeling in text documents, covering entity identification, document similarity, data cleaning, and clustering methods.
Mastering AI Product Management for Enterprises - Conf42 ML 2024
Explore enterprise AI product management: benefits, risks, and deployment strategies for leveraging generative AI to drive innovation and solve business challenges.
Building a Design System in Limited Timeframes
Learn strategies for efficiently building design systems within tight timeframes, covering prioritization, process optimization, and scalability considerations.
Deep Learning for Protein Structure Prediction
Explore deep learning techniques for predicting protein structures, from traditional methods to AlphaFold's advancements. Gain insights into molecular dynamics, homology modeling, and cutting-edge AI approaches in structural biology.
Forecasting Time-Series with Polars and Deno
Explore time-series forecasting using Polars and Deno. Learn scaling techniques, pipeline optimization, and WASM integration for efficient data processing and prediction.
Ecommerce Omni-Channel Optimization Using AI
Optimize e-commerce operations with AI-driven inventory management, order routing, and dynamic allocation across omnichannel platforms. Learn forecasting models, machine learning techniques, and reinforcement learning for improved efficiency.
Affordable ML Platform: Key Components and Technical Points
Explore affordable ML platform design, components, and technical considerations for efficient and cost-effective machine learning implementation.
Why Most Data Projects Fail and How to Avoid It
Discover strategies to prevent data project failures and ensure success in machine learning initiatives. Learn from industry insights and best practices.