Sunny Savita

@UCeLAfuQgnmCy1mJHEwv9Qew - 41.7K subscribers

Welcome to my YouTube channel, where I empower minds with data! My name is Sunny Savita, and I'm a data scientist and AI engineer with almost four years of expertise across many domains. On my YouTube channel, I provide high-quality, free videos about everything data-related. My goal is to make complex data science concepts more understandable. Please subscribe and support this channel. I commit to create more interesting contents as we move forward.

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Preference Alignment & RLHF in LLMs Explained with Huggingface Practical | RLHF, PPO Part-3

Preference Alignment & RLHF in LLMs Explained with Huggingface Practical | RLHF, PPO Part-3 Sunny Savita

383 views - 1 week ago

Preference Alignment & RLHF in LLMs Explained | RLHF, PPO, DPO, ORPO, RL Basics & Practical Part-2

Preference Alignment & RLHF in LLMs Explained | RLHF, PPO, DPO, ORPO, RL Basics & Practical Part-2 Sunny Savita

681 views - 2 weeks ago

Preference Alignment & RLHF in LLMs Explained | RLHF, PPO, DPO, ORPO, RL Basics & Practical Part-1

Preference Alignment & RLHF in LLMs Explained | RLHF, PPO, DPO, ORPO, RL Basics & Practical Part-1 Sunny Savita

1.5K views - 1 month ago

LoRA & QLoRA Explained Simply | Full Fine-Tuning vs PEFT + Intuition + Practical (Complete Guide)

LoRA & QLoRA Explained Simply | Full Fine-Tuning vs PEFT + Intuition + Practical (Complete Guide) Sunny Savita

5.9K views - 2 months ago

Build an AI Customer Support Email Agent using Claude Code | Agentic AI Project

Build an AI Customer Support Email Agent using Claude Code | Agentic AI Project Sunny Savita

7.4K views - 3 months ago

Vibe Engineering (Coding) Crash Course | Build AI Customer Support Agent with AWS Deployment

Vibe Engineering (Coding) Crash Course | Build AI Customer Support Agent with AWS Deployment Sunny Savita

2.6K views - 3 months ago

Agentic AI Roadmap for AI Engineers | Generative AI → Autonomous AI Systems (2026 Guide)

Agentic AI Roadmap for AI Engineers | Generative AI → Autonomous AI Systems (2026 Guide) Sunny Savita

4.4K views - 4 months ago

LLM Fine-Tuning 25: Improve RAG Retrieval with Finetune Embedding | Embedding Fine-Tuning Full Guide

LLM Fine-Tuning 25: Improve RAG Retrieval with Finetune Embedding | Embedding Fine-Tuning Full Guide Sunny Savita

1.8K views - 4 months ago

LLM Fine-Tuning 24: Embedding & Embedding Fine-Tuning Full Guide | Train Your Own Embedding Model

LLM Fine-Tuning 24: Embedding & Embedding Fine-Tuning Full Guide | Train Your Own Embedding Model Sunny Savita

2K views - 4 months ago

LLM Fine-Tuning 23: Multimodal LLM Fine-Tuning with Unsloth (Vision + Text) | QwenVL, LLaVA, Pixtral

LLM Fine-Tuning 23: Multimodal LLM Fine-Tuning with Unsloth (Vision + Text) | QwenVL, LLaVA, Pixtral Sunny Savita

2.7K views - 4 months ago

LLM Fine-Tuning 22: Fine-Tune Any SLM (Small Language Model) | Crash Course with Practical(Unsloth)

LLM Fine-Tuning 22: Fine-Tune Any SLM (Small Language Model) | Crash Course with Practical(Unsloth) Sunny Savita

4.7K views - 4 months ago

LLM Fine-Tuning 21: Google Gemini Fine-Tuning Masterclass using Vertex AI | Supervised Finetuning

LLM Fine-Tuning 21: Google Gemini Fine-Tuning Masterclass using Vertex AI | Supervised Finetuning Sunny Savita

2.5K views - 5 months ago

LLM Fine-Tuning 20: OpenAI(GPTs) Fine-Tuning Masterclass | Supervised FT | Token & Cost Analysis

LLM Fine-Tuning 20: OpenAI(GPTs) Fine-Tuning Masterclass | Supervised FT | Token & Cost Analysis Sunny Savita

1.8K views - 5 months ago

LLM Fine-Tuning 19: Fine-Tune Any LLM with Axolotl 🔥 Low-Code YAML Based Training (No Heavy Coding)

LLM Fine-Tuning 19: Fine-Tune Any LLM with Axolotl 🔥 Low-Code YAML Based Training (No Heavy Coding) Sunny Savita

1.4K views - 5 months ago

Generative AI Roadmap 2026 | Complete 3–5 Year AI Career Plan(Beginner to Pro)

Generative AI Roadmap 2026 | Complete 3–5 Year AI Career Plan(Beginner to Pro) Sunny Savita

14K views - 6 months ago

LLM Fine-Tuning 18: Unsloth Full Guide | Fine-Tune LLMs 2× to 4x Faster with Lowest GPU Memory

LLM Fine-Tuning 18: Unsloth Full Guide | Fine-Tune LLMs 2× to 4x Faster with Lowest GPU Memory Sunny Savita

4.4K views - 6 months ago

LLM Fine-Tuning 17: Fine-Tune ANY LLM with LLaMA Factory | Full Guide (WebUI + CLI | LoRA + QLoRA)

LLM Fine-Tuning 17: Fine-Tune ANY LLM with LLaMA Factory | Full Guide (WebUI + CLI | LoRA + QLoRA) Sunny Savita

3.9K views - 6 months ago

LLM Fine-Tuning Crash Course: Finetune model on PDFs, Instruction FT, Preference Training (DPO/RLHF)

LLM Fine-Tuning Crash Course: Finetune model on PDFs, Instruction FT, Preference Training (DPO/RLHF) Sunny Savita

10K views - 7 months ago

LLM Fine-Tuning 16: Preference Alignment & Preference Training in LLMs with RLHF, RLAIF, DPO, LoRA

LLM Fine-Tuning 16: Preference Alignment & Preference Training in LLMs with RLHF, RLAIF, DPO, LoRA Sunny Savita

3.1K views - 7 months ago

LLMOPS 09: CI/CD Deployment for LLMOps using GitHub Action on AWS EKS | Deploy LLMOPS Project

LLMOPS 09: CI/CD Deployment for LLMOps using GitHub Action on AWS EKS | Deploy LLMOPS Project Sunny Savita

2.8K views - 7 months ago

LLM Fine-Tuning 15: Instruction Fine-Tuning Explained | Domain-Specific FineTuning with Hugging Face

LLM Fine-Tuning 15: Instruction Fine-Tuning Explained | Domain-Specific FineTuning with Hugging Face Sunny Savita

3.7K views - 7 months ago

LLMOPS 08: CI/CD Deployment on Azure Using Jenkins | Deploy LLMOPS Project Step-by-Step

LLMOPS 08: CI/CD Deployment on Azure Using Jenkins | Deploy LLMOPS Project Step-by-Step Sunny Savita

8 months ago

LLM Fine-Tuning 14: Train LLMs on Your PDF/Text Data | Domain-Specific Fine-Tuning with Hugging Face

LLM Fine-Tuning 14: Train LLMs on Your PDF/Text Data | Domain-Specific Fine-Tuning with Hugging Face Sunny Savita

14K views - 8 months ago

LLMOPS 07: Jenkins with Docker | Full CI/CD Pipeline Setup | End-to-End GenAI Project Deployment

LLMOPS 07: Jenkins with Docker | Full CI/CD Pipeline Setup | End-to-End GenAI Project Deployment Sunny Savita

3.5K views - 8 months ago

Guardrails for LLM Applications | Complete Tutorial for AI Developers WIth Guardrails AI

Guardrails for LLM Applications | Complete Tutorial for AI Developers WIth Guardrails AI Sunny Savita

14K views - 8 months ago

LLMOPS 06: CI/CD Deployment with AWS ECS & Fargate | End-to-End GenAI Project Deployment

LLMOPS 06: CI/CD Deployment with AWS ECS & Fargate | End-to-End GenAI Project Deployment Sunny Savita

4.4K views - 8 months ago

LLMOPS 05: Unit & Integration Testing with Pytest | Hands-on Testing in LLMOPS Project

LLMOPS 05: Unit & Integration Testing with Pytest | Hands-on Testing in LLMOPS Project Sunny Savita

2.1K views - 8 months ago

LLMOPS 04: Building UI & Testing the Full App | Frontend Integration in LLMOPS Project

LLMOPS 04: Building UI & Testing the Full App | Frontend Integration in LLMOPS Project Sunny Savita

2K views - 9 months ago

LLMOPS 03: Building API with FastAPI & Swagger Testing | API Development in LLMOPS Project

LLMOPS 03: Building API with FastAPI & Swagger Testing | API Development in LLMOPS Project Sunny Savita

2.8K views - 9 months ago

LLMOPS 02: RAG Analysis & Evaluation Strategy Part-2 | Advanced RAG Pipeline in LLMOPS

LLMOPS 02: RAG Analysis & Evaluation Strategy Part-2 | Advanced RAG Pipeline in LLMOPS Sunny Savita

5.1K views - 9 months ago

LLMOPS 02: Build Multi-Doc Chat with Advanced RAG Part-1| RAG in a Modular Manner (Logger, Config)

LLMOPS 02: Build Multi-Doc Chat with Advanced RAG Part-1| RAG in a Modular Manner (Logger, Config) Sunny Savita

10K views - 9 months ago

LLMOPS 01: End-to-End Advanced RAG Project with LLMOPS | Complete Setup & Use Cases Discussion

LLMOPS 01: End-to-End Advanced RAG Project with LLMOPS | Complete Setup & Use Cases Discussion Sunny Savita

21K views - 9 months ago

LLM Fine-Tuning 13: LLM Quantization Explained (PART 2) | PTQ, QAT, GPTQ, AWQ, GGUF, GGML, llama.cpp

LLM Fine-Tuning 13: LLM Quantization Explained (PART 2) | PTQ, QAT, GPTQ, AWQ, GGUF, GGML, llama.cpp Sunny Savita

5.7K views - 9 months ago

LLM Fine-Tuning 12: LLM Quantization Explained( PART 1) | PTQ, QAT, GPTQ, AWQ, GGUF, GGML, llama.cpp

LLM Fine-Tuning 12: LLM Quantization Explained( PART 1) | PTQ, QAT, GPTQ, AWQ, GGUF, GGML, llama.cpp Sunny Savita

8.6K views - 10 months ago

LLM Fine-Tuning 11: LLM Knowledge Distillation | How to Distill LLMs (LLAMA, Phi & Beyond) Part 2

LLM Fine-Tuning 11: LLM Knowledge Distillation | How to Distill LLMs (LLAMA, Phi & Beyond) Part 2 Sunny Savita

4.6K views - 11 months ago

LLM Fine-Tuning 10: LLM Knowledge Distillation | How to Distill LLMs (DistilBERT & Beyond) Part 1

LLM Fine-Tuning 10: LLM Knowledge Distillation | How to Distill LLMs (DistilBERT & Beyond) Part 1 Sunny Savita

5.7K views - 11 months ago

LLM Fine-Tuning 09: Fine-Tuning BERT for NLP (NER, Sentiment, QA) | Hugging Face #huggingface #llm

LLM Fine-Tuning 09: Fine-Tuning BERT for NLP (NER, Sentiment, QA) | Hugging Face #huggingface #llm Sunny Savita

5.9K views - 11 months ago

LLM Fine-Tuning 08: Master Hugging Face in 3 Hours | Full Crash Course 2025 #ai #huggingface #llm

LLM Fine-Tuning 08: Master Hugging Face in 3 Hours | Full Crash Course 2025 #ai #huggingface #llm Sunny Savita

31K views - 1 year ago

LLM Fine-Tuning 07: LSTM vs Transformer | Why Transformers Replaced LSTM in NLP

LLM Fine-Tuning 07: LSTM vs Transformer | Why Transformers Replaced LSTM in NLP Sunny Savita

3.7K views - 1 year ago

Advance RAG Course: Master All RAG Retrieval & Reranking Techniques in One Video💡!

Advance RAG Course: Master All RAG Retrieval & Reranking Techniques in One Video💡! Sunny Savita

36K views - 1 year ago

LLM Fine-Tuning 06: Why Finetuning Was Difficult in RNN or LSTM – How Transformers Changed the Game

LLM Fine-Tuning 06: Why Finetuning Was Difficult in RNN or LSTM – How Transformers Changed the Game Sunny Savita

4K views - 1 year ago

LLM Fine-Tuning 05: Fine-Tuning vs. RAG vs. AI Agents — Which Approach Fits Your Use Case?

LLM Fine-Tuning 05: Fine-Tuning vs. RAG vs. AI Agents — Which Approach Fits Your Use Case? Sunny Savita

4.9K views - 1 year ago

LLM Fine-Tuning 04: Top 10 LLM Fine-Tuning Frameworks for 2025 | Best Tools for Finetuning AI Agents

LLM Fine-Tuning 04: Top 10 LLM Fine-Tuning Frameworks for 2025 | Best Tools for Finetuning AI Agents Sunny Savita

7.2K views - 1 year ago

LLM Fine-Tuning 03: Transfer Learning and Model Fine-Tuning #aiagents #finetuning #ai

LLM Fine-Tuning 03: Transfer Learning and Model Fine-Tuning #aiagents #finetuning #ai Sunny Savita

10K views - 1 year ago

LLM Fine-Tuning: 02 Understanding Model Pretraining and Training in AI #aiagents #finetuning #ai

LLM Fine-Tuning: 02 Understanding Model Pretraining and Training in AI #aiagents #finetuning #ai Sunny Savita

17K views - 1 year ago

LLM Fine-Tuning: 01 LLM Fine-Tuning From Scratch—Full Playlist Coming Your Way #aiagents #finetuning

LLM Fine-Tuning: 01 LLM Fine-Tuning From Scratch—Full Playlist Coming Your Way #aiagents #finetuning Sunny Savita

36K views - 1 year ago

LangGraph:21 End-to-End Supervisor Multi-Agentic AI Project for Booking Doctors Appointment #aiagent

LangGraph:21 End-to-End Supervisor Multi-Agentic AI Project for Booking Doctors Appointment #aiagent Sunny Savita

15K views - 1 year ago

LangGraph:20 Supervisor Multi-Agentic System | Agentic AI #aiagents #ai #genai #agent #generativeai

LangGraph:20 Supervisor Multi-Agentic System | Agentic AI #aiagents #ai #genai #agent #generativeai Sunny Savita

6.3K views - 1 year ago

LangGraph:19 Research and Analysis with Collaborative Multi-Agent System #aiagents #ai #genai #agent

LangGraph:19 Research and Analysis with Collaborative Multi-Agent System #aiagents #ai #genai #agent Sunny Savita

3.2K views - 1 year ago

LangGraph:18 Network or Collaborative Multi-Agent System Implementation #aiagents #ai #genai #agent

LangGraph:18 Network or Collaborative Multi-Agent System Implementation #aiagents #ai #genai #agent Sunny Savita

4.5K views - 1 year ago

LangGraph:17 Introduction to Multi-Agent System #llm #genai #aiagents #ai #genai #agent

LangGraph:17 Introduction to Multi-Agent System #llm #genai #aiagents #ai #genai #agent Sunny Savita

7.1K views - 1 year ago

LangGraph:16 Advance SQL Database Agent Powered by LangGraph #llm #genai #aiagents #ai #genai

LangGraph:16 Advance SQL Database Agent Powered by LangGraph #llm #genai #aiagents #ai #genai Sunny Savita

8.8K views - 1 year ago

Roadmap of Agentic AI & Generative AI with 150 + Interview Questions and Answers #ai #genai #llm

Roadmap of Agentic AI & Generative AI with 150 + Interview Questions and Answers #ai #genai #llm Sunny Savita

6.9K views - 1 year ago

LangGraph:15 Self-RAG for Real Time Agentic AI Application #llm #genai #aiagents #ai #genai

LangGraph:15 Self-RAG for Real Time Agentic AI Application #llm #genai #aiagents #ai #genai Sunny Savita

6.3K views - 1 year ago

LangGraph:14 Agentic RAG for Real Time Agentic AI Application #llm #genai #aiagents #ai #genai

LangGraph:14 Agentic RAG for Real Time Agentic AI Application #llm #genai #aiagents #ai #genai Sunny Savita

11K views - 1 year ago

LangGraph:13 Corrective RAG for Real Time AI Application #llm #genai #aiagents #ai #langchain #genai

LangGraph:13 Corrective RAG for Real Time AI Application #llm #genai #aiagents #ai #langchain #genai Sunny Savita

7.3K views - 1 year ago

LangGraph:12 LangGraph Agent with Human-In-The-Loop, Checkpoints & Breakpoints #llm #genai #aiagents

LangGraph:12 LangGraph Agent with Human-In-The-Loop, Checkpoints & Breakpoints #llm #genai #aiagents Sunny Savita

7.5K views - 1 year ago

LangGraph:11 Building Finance Bot with LangGraph's ReAct Agent #llm #genai #aiagents #langchain #ai

LangGraph:11 Building Finance Bot with LangGraph's ReAct Agent #llm #genai #aiagents #langchain #ai Sunny Savita

6.3K views - 1 year ago

LangGraph:10 Structured Output with LangGraph Agents #llm #genai #aiagents #langchain #ai

LangGraph:10 Structured Output with LangGraph Agents #llm #genai #aiagents #langchain #ai Sunny Savita

6.1K views - 1 year ago

LangGraph:09 End to End Chatbot using LangGraph With Memory #llm #genai #aiagents #langchain #ai

LangGraph:09 End to End Chatbot using LangGraph With Memory #llm #genai #aiagents #langchain #ai Sunny Savita

12K views - 1 year ago