GitHub - HasibAlMuzdadid/Machine-Learning-and-Deep-Learning-Projects: I will update all my implemented machine learning and deep learning projects here. Stay tuned!

Project : Machine Learning and Deep Learning Projects

Author :
Hasib Al Muzdadid
Department of Computer Science & Engineering,
Rajshahi University of Engineering & Technology (RUET)
Portfolio: https://hasibalmuzdadid.github.io
LinkedIn: https://www.linkedin.com/in/hasibalmuzdadid

Project Description :

This repository contains various Machine Learning and Deep Learning projects which I have implemented so far for self-learning and the completion of various online courses offered on different platforms like Coursera, freeCodeCamp & others and also this reflects what I have learnt by taking these courses.

Language used : Python
Development Tools : Jupyter Notebook
Platform : Skills Network Labs, Google Colab

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Project : Machine Learning and Deep Learning Projects

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Name		Name	Last commit message	Last commit date
Latest commit History 136 Commits
alpaca classification [transfer learning with mobilenetv2]		alpaca classification [transfer learning with mobilenetv2]
art generation [neural style transfer]		art generation [neural style transfer]
blobs classification [single hidden layer logistic regression]		blobs classification [single hidden layer logistic regression]
book recommendation using knn		book recommendation using knn
car detection [yolo algorithm]		car detection [yolo algorithm]
cat recognizer [deep learning approach using logistic regression]		cat recognizer [deep learning approach using logistic regression]
cat recognizer using logistic regression		cat recognizer using logistic regression
cat vs dog classification		cat vs dog classification
deep neural network [with different optimization techniques]		deep neural network [with different optimization techniques]
deep neural network [with different weight initialization techniques]		deep neural network [with different weight initialization techniques]
emojify sentences using lstm		emojify sentences using lstm
emojify sentences using word embedding		emojify sentences using word embedding
face verification and face recognition		face verification and face recognition
football kicking position finder [with regularization]		football kicking position finder [with regularization]
fraud detection [gradient checking]		fraud detection [gradient checking]
gaussian quantiles classification [single hidden layer logistic regression]		gaussian quantiles classification [single hidden layer logistic regression]
hand sign classification[resnet]		hand sign classification[resnet]
hand sign digits detector[cnn+tf]		hand sign digits detector[cnn+tf]
happy face detection[cnn+tf]		happy face detection[cnn+tf]
ibm machine learning with python [final project]		ibm machine learning with python [final project]
jazz music generation [using lstm]		jazz music generation [using lstm]
naming dinosaurs [character level rnn language model]		naming dinosaurs [character level rnn language model]
noisy circles classification [single hidden layer logistic regression]		noisy circles classification [single hidden layer logistic regression]
noisy moons classification [single hidden layer logistic regression]		noisy moons classification [single hidden layer logistic regression]
planar data classification [single hidden layer logistic regression]		planar data classification [single hidden layer logistic regression]
semantic segmentation for autonomous driving[u-net]		semantic segmentation for autonomous driving[u-net]
sms classification		sms classification
transforming date format [neural machine translation using attention model]		transforming date format [neural machine translation using attention model]
trigger word detection		trigger word detection
word analogy and debiasing		word analogy and debiasing
writing like shakespeare using lstm		writing like shakespeare using lstm
LICENSE		LICENSE
README.md		README.md

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