ben74/IAMachineLearning

MachineLearning problems and resolutions

MachineLearning

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• Machine Learning problems and resolution .. implementing various machine learning models : from simple linear regression to complex neural networks in order to predict discrete or continuous variables ..

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Here are the quick notebook links if you don't have time to quick-dive into the code :

• Seattle building GHG / Electricy predictor (from LogReg to Neural Networks)

• Stack Overflow tags prediction (LDA..)

• Nlp Toxic Comment predictor (using 2020 SOTA XLM-Roberta on TPUs)

• OpenCv Ffmpeg Lightning Bolt Extractor

• Puppies : Neural Network Dog Breed Classifier

• Comparing various NLP models against classic LogReg Classifier

• Data science / visualisation / Open Food Facts Eda

• Ecommerce Customers Eda and Clustering (PCA,TSNE,Multi-dimensional Plotting)

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Please also checkout other data science / production ready machine learning topics :

• Nlp toxic comment predictor
• Cassandra : predicting Stack Overflow Tags for given question
• Puppies : Neural Network Dog Breed Classifier
• Xlnet vs Logistic Classifier comparison

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=> No time to read the code ? Wanna quick dive into the rabbit nest ? Click here for the global preview