iliyaML
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iliyaML
About
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GitHub
LinkedIn
Machine Learning
K-Nearest Neighbors (KNN)
Linear Regression
Logistic Regression
Deep Learning
Neural Networks
NLP
Papers
Attention is All You Need (2017)
State of GPT (2023)
Generative AI with Large Langauge Models
Introduction
Week 1 Part 1 - Introduction to LLMs and the Generative AI Project Lifecycle
Week 1 Part 1 - Transformers Architecture
Week 1 Part 2 - Pre-training and Scaling Laws
Week 1 - Research Papers
Week 2 Part 1 - Fine-tuning LLMs with Instruction
Week 2 Part 2 - Parameter Efficient Fine-tuning
Week 2 - Research Papers
Week 3 Part 1 - Reinforcement Learning from Human Feedback
Week 3 Part 2 - LLM-powered Applications
Week 3 - Research Papers
Course Conclusion
Statistics
Introduction
DSA
Data Structures & Algorithms
System Design
Concepts
Basics
20 Concepts
25 Golden Rules
Key Steps
Design
URL Shortener
Short Media Sharing Platform
Video Streaming Platform
Data Structures & Algorithms
Data Structures & Algorithms
Data Structures
Algorithms
Problems
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