{"repo":"devAmoghS/Machine-Learning-with-Python","free":true,"listed":false,"github":"https://github.com/devAmoghS/Machine-Learning-with-Python","clone":"git clone https://github.com/devAmoghS/Machine-Learning-with-Python.git","description":"Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..!","language":"Python","stars":1332,"topics":["machine-learning","python","exercises","practice-project","beginner-friendly","scikit-learn","deep-learning","python-3","data-science"],"license":"MIT","category":"machine-learning","readme_excerpt":"Machine-Learning-with-Python Star History Small scale machine learning projects to understand the core concepts (order: oldest to newest) Topic Modelling using Latent Dirichlet Allocation with newsgroups20 dataset, implemented with Python and Scikit-Learn Implemented a simple neural network built with Keras on MNIST dataset Stock Price Forecasting on Google using Linear Regression Implemented a simple a social network to learn basics of Python Implemented Naives Bayes Classifier to filter spam messages on SpamAssasin Public Corpus Churn Prediction Model for banking dataset using Keras and Scikit-Learn Implemented Random Forest from scratch and built a classifier on Sonar dataset from UCI repository Simple Linear Regression in Python on sample dataset Multiple Regression in Python on sample dataset PCA and scaling sample stock data in Python [working with data] Decision Trees in Python on sample dataset Logistic Regression in Python on sample dataset Built a neural network in Python to defeat a captcha system Helper methods include commom operations used in Statistics, Probability, Linear Algebra and Data Analysis K-means clustering with example data; clustering colors with k-means; Bottom-up Hierarchical Clustering Generating Word Clouds Sentence generation using n-grams Sentence generation using Grammars and Automata Theory; Gibbs Sampling Topic Modelling using Latent Dirichlet Analysis (LDA) Wrapper for using Scikit-Learn's GridSearchCV for a Keras Neural Network Recommende","default_branch":null,"files":null,"tree":[],"storefront":"/r/devAmoghS","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/devAmoghS/Machine-Learning-with-Python/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}