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Tags: introduction* + machine learning*

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1. A Beginner-Friendly Introduction to LLMs

   This article provides a beginner-friendly introduction to Large Language Models (LLMs) and explains the key concepts in a clear and organized way.

   2024-05-10 Tags: llm, introduction, bert, palm, gpt, llama by klotz
2. Machine Learning Fundamentals Handbook – Key Concepts, Algorithms, and Python Code Examples

   2023-10-26 Tags: machine learning, gofml, introduction, python by klotz
3. A Gentle Introduction to Graph Neural Networks

   2021-09-08 Tags: graph, neural network, introduction by klotz
4. Piyal-Banik/Basic_Machine_Learning_Algorithms

   Linear Regression Multiple Regression Polynomial Regression Decision Tree Logistic Regression K Nearest Neighbor Naive Bayes Random Forest Support Vector Machines Principal Component Analysis Linear Discriminant Analysis K Means Clustering Hierarchical Clustering

   2021-07-25 Tags: machine learning, introduction, github, jupyter, python, scikit-learn by klotz
5. Intuitively Understanding Convolutions for Deep Learning

   2020-03-12 Tags: convolution, deep learning, sobel, cnn, medium, towardsdatascience, introduction by klotz
6. A Brief Tour of Scikit-learn (Sklearn) - Towards Data Science

   2020-01-29 Tags: python, machine learning, scikit-learn, introduction by klotz
7. “Introduction to Multilayer Neural Networks with TensorFlow’s Keras API”

   2019-06-12 Tags: tensorflow, keras, introduction, tensorflow 2.0 by klotz
8. A thread written by @fchollet

   2019-03-12 Tags: tensorflow, 2.0, quick, introduction by klotz
9. A Gentle Introduction to Graph Neural Network (Basics, DeepWalk, and GraphSage)

   2019-02-11 Tags: deep learning, graph, graph embedding, introduction, basics by klotz
10. “A gentle journey from linear regression to neural networks”

    2018-12-09 Tags: deep learning, introduction by klotz

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