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Free Download Deploy AI Smarter LLM Scalability, ML-Ops & Cost Efficiency
Published 4/2024
Created by The Fuzzy Scientist
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 29 Lectures ( 4h 41m ) | Size: 2.84 GB
Deployment, Generative AI, LLMs, GPT4, ML-Ops, LoRa, AVQ, Ray, RabbitMQ, Flash Paged Attention
What you'll learn:
Learn to set-up, configure and deploy large language models with precision, ensuring smooth operation in production environments.
Gain practical skills in ML-Ops with MLflow for effective model management and deployment.
Conduct cost-benefit analyses and apply strategic planning for economical AI project management.
Implement the latest LLM optimization and scaling techniques to enhance model performance.
Requirements:
Learners should only have a basic understanding of machine learning and proficiency in Python. All the other concepts are though inside the course.
Description:
Welcome to "Deploy AI Smarter: LLM Scalability, ML-Ops & Cost Efficiency"!This comprehensive guide is designed to equip you with the knowledge and skills required use and deploying large, machine learning models into the real world.Key Topics Covered
Who this course is for:
This course is tailored for AI practitioners, data scientists, software engineers, and business professionals aiming to integrate AI into their operations, offering deep insights into deploying large language models with an emphasis on scalability, cost efficiency, and ML-Ops, making it valuable for any company looking to leverage AI for a strategic advantage.
Homepage
Code:
https://www.udemy.com/course/deploy-ai-smarter-llm-scalability-ml-ops-cost-efficiency/
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