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Machine-Learning
Machine-Learning PublicFour projects that implement Supervised Learning, Randomized Optimization, Unsupervised Learning and Dimensionality Reduction, and Markov Decision Processes algorithms. Several algorithms for each …
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Bayesian-Statistics
Bayesian-Statistics PublicBayesian Linear Regression is performed on the Space Shuttle Challenger dataset in OpenBUGS to determine whether the tragedy could have been prevented from a Bayesian reasoning perspective.
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Computational-Data-Analytics
Computational-Data-Analytics PublicContains Jupyter Notebooks with programming exercises relevant to data analysis and machine learning. Most of the programming is in Python and SQL. Python libraries such as Pandas, NumPy, SciPy, Ma…
Python 1
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Data-and-Visual-Analytics
Data-and-Visual-Analytics PublicFour assignments demonstrating techniques and tools for analyzing and visualizing data at scale. Languages & Frameworks used: JavaScript (D3.js), Python, Java, Scala, Pig, SQL, HTML, CSS, Hadoop, S…
JavaScript 2
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Database-Systems-Concepts-and-Design
Database-Systems-Concepts-and-Design PublicAn information management tool that supports government agencies and municipalities in locating and activating resources after an emergency. The frontend uses jQuery and Bootstrap CSS. The backend …
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