Coding Along with Karpathy: MLP Language Model Tutorial for Beginners | Part 1
In this video, I'm diving into the world of machine learning by following @AndrejKarpathy fantastic tutorial on building a multilayer perceptron (MLP) character-level language model. Join me as I learn the fundamentals, including model training, learning rate tuning, hyperparameter adjustments, evaluation techniques, train/dev/test splits, and understanding underfitting and overfitting.
This is my first real hands-on project, and I'm documenting my learning journey. Whether you're a beginner like me or just interested in seeing how Karpathy's concepts translate into practice, I hope you find this video helpful!
Key topics covered:
Building an MLP language model
Machine learning basics
Learning rate and hyperparameter tuning
Model evaluation
Train/dev/test splits
Underfitting and overfitting explained
Let's learn together!
@AndrejKarpathy Video Link: https://youtu.be/TCH_1BHY58I?si=SHlEw1_y8iG9RcdJ
Видео Coding Along with Karpathy: MLP Language Model Tutorial for Beginners | Part 1 канала Programming with BONGS
This is my first real hands-on project, and I'm documenting my learning journey. Whether you're a beginner like me or just interested in seeing how Karpathy's concepts translate into practice, I hope you find this video helpful!
Key topics covered:
Building an MLP language model
Machine learning basics
Learning rate and hyperparameter tuning
Model evaluation
Train/dev/test splits
Underfitting and overfitting explained
Let's learn together!
@AndrejKarpathy Video Link: https://youtu.be/TCH_1BHY58I?si=SHlEw1_y8iG9RcdJ
Видео Coding Along with Karpathy: MLP Language Model Tutorial for Beginners | Part 1 канала Programming with BONGS
Andrew Karpathy Machine Learning Artificial Intelligence AI MLP Multilayer Perceptron Language Model Character-Level Language Model Deep Learning Coding Tutorial Python Neural Networks Model Training Learning Rate Hyperparameters Model Evaluation Train Dev Test Split Underfitting Overfitting Beginner AI Coding Along AI for beginners educational programming Data science
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4 марта 2025 г. 5:33:38
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