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1. 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 Public

   In this project, unsupervised learning is implemented with the help of python modules. Memory reduction is achieved using image compression via unsupervised learning algorithms.

   Python 1 1

2. 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 Public

   Successfully 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…

   Jupyter Notebook 30 11

3. Prediction_with_SVM_on_Tumor_Dataset Prediction_with_SVM_on_Tumor_Dataset Public

   Here 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…

   Python 7 1

4. TensorFlow-based-Text-Classification-with-Convolutional-Neural-Networks-Deep-Learning-in-NLP- TensorFlow-based-Text-Classification-with-Convolutional-Neural-Networks-Deep-Learning-in-NLP- Public

   Successfully implemented Sentiment Analysis, a Natural Language Processing (NLP) task using TensorFlow, a Deep Learning framework on shallow Convolutional Neural Networks (CNN) architecture

   Python 3 4

5. 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 Public

   In 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

6. Advanced-SQL-Tableau-Integration-for-Business-Intelligence-on-Large-Database Advanced-SQL-Tableau-Integration-for-Business-Intelligence-on-Large-Database Public

   Successful 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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