Search results for generative ai

Spring I/O

Text-to-SQL: Chat with a Database Using Generative AI

Explore cutting-edge Text-to-SQL conversion using Spring Boot and Spring AI APIs. Learn to bridge natural language processing with database interaction through advanced Generative AI techniques.

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

Powering Generative AI Workloads with AMD and Open-Source ROCm

Explore cost-effective generative AI using AMD hardware and open-source ROCm. Learn to run language and image models, compare performance with NVIDIA, and discover ROCm's latest features and support.

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

Fields Institute

Generative AI: From Threat to Thought - April 2024

Explore the impact of generative AI on higher education, examining its implications and potential to enhance teaching and learning practices.

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

Towards a Practical Ethics of Generative AI

Explore ethical considerations for generative AI, focusing on transparency, impact assessment, and standardized testing. Learn to develop a "moral compass" for AI applications in design and marketing.

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

Preparing Data with Generative AI

Learn to automate and enhance data preparation using AI tools like ChatGPT and Claude, improving efficiency and reliability in handling missing values, duplicates, and outliers.

• Pluralsight
• 10 minutes
• On-Demand
• Free Trial Available

Generative AI Foundations: Ethics, Issues, and Limitations of Generative AI

16 ratings at Pluralsight

Explore the ethics, issues, and limitations of generative AI. Gain insights into AI models, examine case studies on ethical dilemmas, and learn about data bias, IP rights, deepfakes, and the impact on work and creativity.

• Pluralsight
• 29 minutes
• On-Demand
• Free Trial Available

Identifying Opportunities for Generative AI in Your Organization

This course will teach you how to identify, evaluate, and implement generative AI opportunities within your company to achieve strategic business goals.

• Pluralsight
• 20 minutes
• On-Demand
• Free Trial Available

Building Data Science Skills with Generative AI

Upgrade your data science skills with Generative AI tools. This course will teach you to integrate Generative AI into your workflow, enhancing efficiency and analytical precision.

• Pluralsight
• 16 minutes
• On-Demand
• Free Trial Available

Generative AI for Project Managers

21 ratings at Pluralsight

Generative AI is being rapidly adopted by organizations of all sizes and varying missions. Successful project managers must learn how this technology can best be put to use in achieving their goals. This course will help you do just that.

• Pluralsight
• 1 hour 13 minutes
• On-Demand
• Free Trial Available

Open Data Science

Orchestrating Generative AI Workflows to Deliver Business Value

Explore leveraging Large Language Models in existing software ecosystems using Python. Learn to balance innovation with established practices, applying text-to-image and text-to-speech technologies for robust, production-ready AI systems.

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

Demystifying Kubernetes Observability with Generative AI and LLMs

Explore how AI and LLMs can enhance Kubernetes observability, simplify complex solutions, and assist with error-prone tasks. Learn about their potential and limitations in processing log data and telemetry.

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

Non-Technical Introduction to Generative AI and LLM Applications

Explore Generative AI's evolution, capabilities, and challenges from a non-technical perspective. Learn about decentralized AI, LLM APIs, and various applications of language models in this comprehensive introduction.

• freeCodeCamp
• 1 hour 36 minutes
• On-Demand
• Free Video

Data Science Dojo

Generative AI: From Proof of Concept to Production

Explore techniques for transitioning generative AI from concept to production, including RAG, LLM evaluations, and creating business cases. Learn to measure ROI and implement reliable solutions.

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

Simons Institute

From Entropy to Artistry: Thermodynamics and Generative AI

Explore connections between diffusion models and physics, focusing on non-equilibrium thermodynamics and its applications in image/video generation and climate modeling.

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

Spring I/O

Automated Software Refactoring with OpenRewrite and Generative AI - Spring I/O 2024

Explore automated code refactoring using OpenRewrite and AI. Learn to combine rule-based systems with generative AI for precise, large-scale code transformations and defect identification.

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