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Significant-Memory-Reduction-via-Unsupervised-Learning-with-PCA-and-K-Means-clustering-on-image-data
Significant-Memory-Reduction-via-Unsupervised-Learning-with-PCA-and-K-Means-clustering-on-image-data PublicIn this project, unsupervised learning is implemented with the help of python modules. Memory reduction is achieved using image compression via unsupervised learning algorithms.
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End-to-End-Data-Science-Project-Time-Series-Analysis-for-Temperature-Forecasting-using-ARIMA-Model
End-to-End-Data-Science-Project-Time-Series-Analysis-for-Temperature-Forecasting-using-ARIMA-Model PublicSuccessfully collected, cleaned and analysed the time series data and used ARIMA model to forecast average temperature using and visualized the Temperature pattern using Python Numpy, Pandas, Matpl…
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Prediction_with_SVM_on_Tumor_Dataset
Prediction_with_SVM_on_Tumor_Dataset PublicHere classification on the tumor dataset is performed using Support Vector Machine. Tumor dataset has nine features and a binary output. Nine features correspond to measurements obtained from medic…
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TensorFlow-based-Text-Classification-with-Convolutional-Neural-Networks-Deep-Learning-in-NLP-
TensorFlow-based-Text-Classification-with-Convolutional-Neural-Networks-Deep-Learning-in-NLP- PublicSuccessfully implemented Sentiment Analysis, a Natural Language Processing (NLP) task using TensorFlow, a Deep Learning framework on shallow Convolutional Neural Networks (CNN) architecture
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Data-Visualization-and-State-Prediction-using-Bayesian-Inference-with-Markov-Chain-Monte-Carlo
Data-Visualization-and-State-Prediction-using-Bayesian-Inference-with-Markov-Chain-Monte-Carlo PublicIn this project, the state of the object is predicted using Bayesian Inference Markov Chain Monte Carlo (MCMC) algorithm. For Data visualization, I used Matplotlib to correctly observe the Converge…
Python 6
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Advanced-SQL-Tableau-Integration-for-Business-Intelligence-on-Large-Database
Advanced-SQL-Tableau-Integration-for-Business-Intelligence-on-Large-Database PublicSuccessful SQL + Tableau Integration which provides insights into Business Intelligence with the help of SQL queries and visualizing the Data in Tableau to create Dashboard for Employees
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