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🧠 Large Language Models

Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI

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Final Step: Take the Quiz & Claim Your Certificate
Large Language Models
Final Step: Take the Quiz & Claim Your Certificate
Analytics Vidhya Intermediate 2d ago
25. Mastering LLM Ops: Tracing, Data Lineage, and the Fine-Tuning Decision
Large Language Models
25. Mastering LLM Ops: Tracing, Data Lineage, and the Fine-Tuning Decision
Analytics Vidhya Intermediate 2d ago
24. AI Guardrails for RAG Systems: Preventing Hallucinations and Prompt Injections
Large Language Models
24. AI Guardrails for RAG Systems: Preventing Hallucinations and Prompt Injections
Analytics Vidhya Intermediate 2d ago
23. LLM Ops: Building a Quality Gate for Retrieval & Generation (Regression Detection)
Large Language Models
23. LLM Ops: Building a Quality Gate for Retrieval & Generation (Regression Detection)
Analytics Vidhya Intermediate 2d ago
22. LLM Ops: Monitoring Retrieval, Generation, and User Experience Signals
Large Language Models
22. LLM Ops: Monitoring Retrieval, Generation, and User Experience Signals
Analytics Vidhya Beginner 2d ago
21. How to Deploy LLM Applications: Azure OpenAI, FastAPI, and App Service Scaling
Large Language Models
21. How to Deploy LLM Applications: Azure OpenAI, FastAPI, and App Service Scaling
Analytics Vidhya Intermediate 2d ago
20. LLM Ops: Scaling Large Language Models on Cloud Infrastructure (Azure & FastAPI)
Large Language Models
20. LLM Ops: Scaling Large Language Models on Cloud Infrastructure (Azure & FastAPI)
Analytics Vidhya Beginner 2d ago
19. LLM Ops: Config-Driven Deployment and Self-Hosted vs. Hosted Runtimes
Large Language Models
19. LLM Ops: Config-Driven Deployment and Self-Hosted vs. Hosted Runtimes
Analytics Vidhya Intermediate 2d ago
15. LLM Ops Tutorial: Prompt Engineering, Versioning, and Dynamic Generation
Large Language Models
15. LLM Ops Tutorial: Prompt Engineering, Versioning, and Dynamic Generation
Analytics Vidhya Intermediate 2d ago
13. How to Implement Retrieval Guardrails in your RAG Pipeline
Large Language Models
13. How to Implement Retrieval Guardrails in your RAG Pipeline
Analytics Vidhya Intermediate 2d ago
12. RAG Architecture: Managing LLM Providers and Vector Stores via Config
Large Language Models
12. RAG Architecture: Managing LLM Providers and Vector Stores via Config
Analytics Vidhya Intermediate 2d ago
10. Building Production AI: Using RAG to Master LLM Ops Foundations
Large Language Models
10. Building Production AI: Using RAG to Master LLM Ops Foundations
Analytics Vidhya Intermediate 2d ago
8. How Production AI Works: A Step-by-Step Architectural Guide
Large Language Models
8. How Production AI Works: A Step-by-Step Architectural Guide
Analytics Vidhya Intermediate 2d ago
6. Hosted LLM APIs vs. Self-Hosting: The Ultimate LLM Ops Decision Guide
Large Language Models
6. Hosted LLM APIs vs. Self-Hosting: The Ultimate LLM Ops Decision Guide
Analytics Vidhya Beginner 2d ago
5. Roles in LLM Ops: Engineering, Data, Governance, and Product
Large Language Models
5. Roles in LLM Ops: Engineering, Data, Governance, and Product
Analytics Vidhya Advanced 2d ago
4. LLM Ops Infrastructure: Model Serving, RAG Pipelines, and Observability
Large Language Models
4. LLM Ops Infrastructure: Model Serving, RAG Pipelines, and Observability
Analytics Vidhya Advanced 2d ago
3. LLM Ops Life Cycle: How to Deploy, Monitor, and Maintain AI Systems
Large Language Models
3. LLM Ops Life Cycle: How to Deploy, Monitor, and Maintain AI Systems
Analytics Vidhya Intermediate 2d ago
2. Why LLM Ops Exists: Managing Complexity in Generative AI Systems
Large Language Models
2. Why LLM Ops Exists: Managing Complexity in Generative AI Systems
Analytics Vidhya Intermediate 2d ago
1. LLM Ops Foundation: Building & Scaling Generative AI Systems in Production
Large Language Models
1. LLM Ops Foundation: Building & Scaling Generative AI Systems in Production
Analytics Vidhya Beginner 2d ago
GLM 5.1 Actually Learns from its Mistakes
Large Language Models
GLM 5.1 Actually Learns from its Mistakes
Analytics Vidhya Beginner 4d ago
Gemma 4: The AI That Runs on Your Phone
Large Language Models
Gemma 4: The AI That Runs on Your Phone
Analytics Vidhya Intermediate 5d ago
Andrej Karpathy’s LLM Wiki: The AI That Builds Your Second Brain
Large Language Models
Andrej Karpathy’s LLM Wiki: The AI That Builds Your Second Brain
Analytics Vidhya Beginner 5d ago
Gemma 4 Explained: Google’s New Open-Source AI Models 🚀
Large Language Models
Gemma 4 Explained: Google’s New Open-Source AI Models 🚀
Analytics Vidhya Beginner 6d ago
Transformers vs MoE 🤯 Which AI Architecture Wins?
Large Language Models
Transformers vs MoE 🤯 Which AI Architecture Wins?
Analytics Vidhya Advanced 1w ago
TurboQuant Explained 🤯 Faster AI Without Bigger Models!
Large Language Models
TurboQuant Explained 🤯 Faster AI Without Bigger Models!
Analytics Vidhya Beginner 1w ago
The Evolution of Personalization and Context in Generative AI
Large Language Models
The Evolution of Personalization and Context in Generative AI
Analytics Vidhya Intermediate 1w ago
Gemini 3.1 Flash Live: Real-Time AI Is Here 🤯
Large Language Models
Gemini 3.1 Flash Live: Real-Time AI Is Here 🤯
Analytics Vidhya Intermediate 1w ago
13. Google Anti-gravity Skills Explained: How to Build Action-Oriented AI Agents
Large Language Models
13. Google Anti-gravity Skills Explained: How to Build Action-Oriented AI Agents
Analytics Vidhya Intermediate 2w ago
8. Google Anti-gravity Interface Tour: Mastering Agents, Rules & Workflows
Large Language Models
8. Google Anti-gravity Interface Tour: Mastering Agents, Rules & Workflows
Analytics Vidhya Intermediate 2w ago
7. Google Anti-gravity: Plans, Pricing & Model Rate Limits Explained
Large Language Models
7. Google Anti-gravity: Plans, Pricing & Model Rate Limits Explained
Analytics Vidhya Beginner 2w ago
Claude Dispatch: Run Tasks from Your Phone
Large Language Models
Claude Dispatch: Run Tasks from Your Phone
Analytics Vidhya Beginner 2w ago
Top 5 Free Claude Skills on GitHub 🤯 (Stop Prompting, Start Building)
Large Language Models
Top 5 Free Claude Skills on GitHub 🤯 (Stop Prompting, Start Building)
Analytics Vidhya Beginner 2w ago
ChatGPT vs Claude: Real Tests, Real Winner 🧠⚔️
Large Language Models
ChatGPT vs Claude: Real Tests, Real Winner 🧠⚔️
Analytics Vidhya Intermediate 3w ago
Why RAG Systems
Large Language Models
Why RAG Systems
Analytics Vidhya Intermediate 3w ago
Embedding Models Explained
Large Language Models
Embedding Models Explained
Analytics Vidhya Beginner 3w ago
GPT-5.4 Mini & Nano: Smaller Models, Bigger Impact 🤯
Large Language Models
GPT-5.4 Mini & Nano: Smaller Models, Bigger Impact 🤯
Analytics Vidhya Intermediate 3w ago
Claude-Mem: Give Claude Code Persistent Memory (Free & Open Source)
Large Language Models
Claude-Mem: Give Claude Code Persistent Memory (Free & Open Source)
Analytics Vidhya Intermediate 3w ago
LlamaIndex ReAct Agent Tutorial: Building a RAG Backend with AWS Bedrock
Large Language Models
LlamaIndex ReAct Agent Tutorial: Building a RAG Backend with AWS Bedrock
Analytics Vidhya Intermediate 1mo ago
Building a GenAI Chatbot UI with Gradio: Deep Dive & app.py Code Walkthrough
Large Language Models
Building a GenAI Chatbot UI with Gradio: Deep Dive & app.py Code Walkthrough
Analytics Vidhya Intermediate 1mo ago
LlamaIndex & AWS Bedrock: Code Walkthrough, Local Setup & Live RAG Demo
Large Language Models
LlamaIndex & AWS Bedrock: Code Walkthrough, Local Setup & Live RAG Demo
Analytics Vidhya Intermediate 1mo ago
GenAI App Tutorial: Setup AWS S3, Bedrock & OpenAI for RAG Pipeline
Large Language Models
GenAI App Tutorial: Setup AWS S3, Bedrock & OpenAI for RAG Pipeline
Analytics Vidhya Intermediate 1mo ago
Google Gemini Embedding 2: First Fully Multimodal Embedding Model Explained
Large Language Models
Google Gemini Embedding 2: First Fully Multimodal Embedding Model Explained
Analytics Vidhya Beginner 1mo ago
Interactive Learning in ChatGPT – Try This!
Large Language Models
Interactive Learning in ChatGPT – Try This!
Analytics Vidhya Beginner 1mo ago
7 Free Anthropic AI Academy Courses with Certificates
Large Language Models
7 Free Anthropic AI Academy Courses with Certificates
Analytics Vidhya Beginner 1mo ago
RAG vs Long Context Models: Is Retrieval Still Needed?
Large Language Models
RAG vs Long Context Models: Is Retrieval Still Needed?
Analytics Vidhya Intermediate 1mo ago
Production ML on AWS: Monitoring, Troubleshooting, and Cost Optimization
Large Language Models
Production ML on AWS: Monitoring, Troubleshooting, and Cost Optimization
Analytics Vidhya Intermediate 1mo ago
GPT-5.4 Explained 🚀 The AI Built for Serious Work
Large Language Models
GPT-5.4 Explained 🚀 The AI Built for Serious Work
Analytics Vidhya Beginner 1mo ago
GPT-5.3 Instant Is Here ⚡ Faster, Smarter ChatGPT Conversations
Large Language Models
GPT-5.3 Instant Is Here ⚡ Faster, Smarter ChatGPT Conversations
Analytics Vidhya Intermediate 1mo ago
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