GenAI Revolution: How Top Companies Are Using LLMs to Improve Operations #genai #ai #datascience #ml

#artificialintelligence #machinelearning #generativeai #llm #datatrek #datascience #statistics #yelp #vimeo #uber

Blogs:
Uber QueryGPT: https://www.uber.com/en-IN/blog/query-gpt/
Yelp Inappropriate Reviews Detection https://engineeringblog.yelp.com/2024/03/ai-pipeline-inappropriate-language-detection.html
Vimeo RAG implementation https://medium.com/vimeo-engineering-blog/from-idea-to-reality-elevating-our-customer-support-through-generative-ai-101a2c5ea680
InstaCart's GenAI https://tech.instacart.com/enhancing-foodstorm-with-ai-image-generation-d76a74867fa4
How Companies Utilise RAG to Unlock Private Data with LLMs | Hands-On Guide to RAG Implementation https://youtu.be/1JFPindItz4

Other Videos on the Channel
What is Agentic AI? Create your Own Autonomous AI Agent with Python | GenAI | Machine Learning | NLP https://youtu.be/dsbjMbK_9Gw
GenAI Transforming Businesses: How DoorDash, Uber, & ByteDance Use AI in Production | Part-1 #genai https://youtu.be/SPR_-GXrZ2E
🦙 Testing Smaller LLama Models: 8B, 3B, & 1B—Mind-Blowing Results | Privacy-Friendly & Powerful | LLMs https://youtu.be/-JXfbJv7lic
🤖 Bringing Transparency to Machine Learning with Generative AI | Building Trust and Reducing Bias https://youtu.be/PPl0MRuCKLo
🎶 How Spotify Personalizes Audiobooks Using Advanced AI: Graph Neural Network (GNN) & Two-Tower Models https://youtu.be/7lCt5JD9VJA
🛒 ML System Design for E-commerce: Detecting Buyer-side Returns Fraud | Ace you ML Design Interview https://youtu.be/as4i1tUo0EA
⚠️ Combating Counterfeit Fraud in E-Commerce: Building an ML System | Crack Your ML Design Interview https://youtu.be/YQZBgvLB_EQ
In this video, I cover how top companies are using Generative AI and LLMs to improve efficiency and enhance user experiences.

Here are the 4 use cases discussed:

1️⃣ Uber: Using Query GPT to convert English into SQL queries, cutting query time from 10 minutes to 3 minutes. It simplifies working with complex database schemas.

2️⃣ Yelp: Leveraging LLMs to detect and filter threats, harassment, hate speech, and more, keeping the platform safe for everyone.

3️⃣ Vimeo: Implementing a RAG-based system to give users quick answers about features without the confusion of navigating complex settings.

4️⃣ Instacart: Creating high-quality AI-generated images for ready-to-eat food items, helping grocers avoid copyright issues and improving product visibility.

These examples show how companies are transforming with LLMs, RAGs, and AI copilots—the future of automation is here!
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Видео GenAI Revolution: How Top Companies Are Using LLMs to Improve Operations #genai #ai #datascience #ml канала DataTrek