๐ DHBW Lecture Notes "Artificial Intelligence and Machine Learning" ๐ค
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Sep 1, 2025
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machine-learning-basics
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Using models to understand relationships and make predictions.
visualization r workshop models model-checking linear-models loss-functions generalized-linear-models model-comparison machine-learning-basics
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Feb 29, 2020
running knn on mnist dataset for numeric digit detection
python machine-learning-algorithms jupyter-notebook mnist-dataset machine-learning-basics knn-model mnist-handwriting-recognition knn-algorithm machine-learning-beginners
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Jun 27, 2019 - Jupyter Notebook
Data Cleaning Project using Python and Pandas | Employee Dataset | Removing Duplicates, Missing Values, and Data Formatting
python excel pandas data-analysis data-preprocessing data-cleaning machine-learning-basics employee-dataset
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Aug 23, 2025 - Jupyter Notebook
Data-driven analysis of IPL 2016 player and team performances using R.
ggplot2 r statistics exploratory-data-analysis tidyverse data-visualization kaggle cricket data-analysis ipl machine-learning-basics sports-analytics t20-cricket
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Nov 4, 2025 - R
This project is a Markov Chain-based text generator implemented in Python. It processes a given text file to build a probabilistic model of word sequences, allowing it to generate new, coherent text that mimics the style and structure of the input.
python natural-language-processing markov-chain graph-theory text-generator probabilistic-models word-prediction machine-learning-basics
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Jan 11, 2025 - Python
My blogs and code for machine learning. http://cnblogs.com/pinard
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Jul 12, 2019 - Jupyter Notebook
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May 16, 2017 - MATLAB
This repository contains all the basics library for machine learning.
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Jul 10, 2020 - Jupyter Notebook
Machine Learning Basic to Advanced Concepts
machine-learning linear-regression machine-learning-algorithms polynomial-regression machine-learning-models machine-learning-basics multiple-linear-regression
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Feb 9, 2024 - Jupyter Notebook
In this repository, you'll find a set of Python exercises focused on fundamental machine learning concepts using scikit-learn library.
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Jul 17, 2025 - Jupyter Notebook
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Dec 12, 2020 - Jupyter Notebook
machine-learning sklearn data-preprocessing machine-learning-basics machinelearning-python data-pre-processing
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Nov 15, 2019 - Python
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Nov 9, 2019 - Jupyter Notebook
Machine Learning A-Z Course in Python Language
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Jul 19, 2020 - Jupyter Notebook
A Python implementation of Gradient Descent for solving Multiple Linear Regression. This project demonstrates how the algorithm is used to minimize the Mean Squared Error (MSE) cost function and optimize the regression coefficients.
python optimization numpy linear-regression pandas matplotlib gradient-descent learning-rate machine-learning-basics regression-analysis cost-function multiple-linear-regression mean-squared-error
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Dec 9, 2024 - Jupyter Notebook
๐ House Price Prediction Project This project uses machine learning techniques to predict house prices based on key features like location, area, number of bedrooms, and amenities. By analyzing historical housing data, the model provides accurate price estimates to help buyers, sellers
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Jul 14, 2025 - Python
Python code for Makoto Ito's "Textbooks of Machine Learning Learning with Python (Korean Edition)". 'ํ์ด์ฌ์ผ๋ก ๋ฐฐ์ฐ๋ ๋จธ์ ๋ฌ๋์ ๊ต๊ณผ์' ์ฑ ์ ์ค๋ฆฐ ํ์ด์ฌ ์ฝ๋์ ๋๋ค.
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Feb 7, 2023 - Jupyter Notebook
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