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CNN - Fashion MNIST.ipynb
CNN - Fashion MNIST.ipynb
 
 
Decision Trees - Fertility Diagnosis ~.ipynb
Decision Trees - Fertility Diagnosis ~.ipynb
 
 
Decision Trees - Diabetes.ipynb
Decision Trees - Diabetes.ipynb
 
 
Deep Learning - Multi Layer Perseptron.ipynb
Deep Learning - Multi Layer Perseptron.ipynb
 
 
EDA - Iris.ipynb
EDA - Iris.ipynb
 
 
EDA, KNN - Cancer.ipynb
EDA, KNN - Cancer.ipynb
 
 
Image Analysis - Taj Mahal.ipynb
Image Analysis - Taj Mahal.ipynb
 
 
Image Classification - MNIST Dataset.ipynb
Image Classification - MNIST Dataset.ipynb
 
 
Image Clustering- CIFAR10 Dataset.ipynb
Image Clustering- CIFAR10 Dataset.ipynb
 
 
K Means - Iris.ipynb
K Means - Iris.ipynb
 
 
KNN - Iris.ipynb
KNN - Iris.ipynb
 
 
KNN -Cancer.ipynb
KNN -Cancer.ipynb
 
 
Linear Regression (Rotten tomatoes).ipynb
Linear Regression (Rotten tomatoes).ipynb
 
 
Linear Regression 2.ipynb
Linear Regression 2.ipynb
 
 
Logistic Regression - Wine Quality.ipynb
Logistic Regression - Wine Quality.ipynb
 
 
Logistic Regression -2.ipynb
Logistic Regression -2.ipynb
 
 
Logistic Regression(2) - Wine Quality.ipynb
Logistic Regression(2) - Wine Quality.ipynb
 
 
Multiple Linear - Startup.ipynb
Multiple Linear - Startup.ipynb
 
 
Multiple Linear Regresion (Boston House).ipynb
Multiple Linear Regresion (Boston House).ipynb
 
 
Multiple Regression (Rotten Tomato).ipynb
Multiple Regression (Rotten Tomato).ipynb
 
 
Naive Bayes.ipynb
Naive Bayes.ipynb
 
 
Principle Component Analysis - Iris.ipynb
Principle Component Analysis - Iris.ipynb
 
 
RNN.ipynb
RNN.ipynb
 
 
SVM - Bank Notes.ipynb
SVM - Bank Notes.ipynb
 
 
SVM - height Weight.ipynb
SVM - height Weight.ipynb
 
 
Sentiment Analysis - Women's Clothing.ipynb
Sentiment Analysis - Women's Clothing.ipynb
 
 
Simple Example ML.ipynb
Simple Example ML.ipynb
 
 
TIME SERIES ANALYSIS.ipynb
TIME SERIES ANALYSIS.ipynb
 
 
Text Analysis.ipynb
Text Analysis.ipynb
 
 
Time Series Analysis - Female Birth.ipynb
Time Series Analysis - Female Birth.ipynb
 
 
Untitled.ipynb
Untitled.ipynb
 
 

About

This repository contains snippets of advanced Python programs including Machine Learning, Deep Learning and Neural Network Models.

Topics

machine-learning deep-learning sentiment-analysis linear-regression exploratory-data-analysis text-analysis cnn naive-bayes-classifier pca-analysis neural-networks rnn logistic-regression image-analysis knn decision-tree-classifier kmeans-clustering svm-classifier time-series-analysis multilinear-regression advanced-python
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