EMSE 6992 Assignments

Assignment1

data maniuplation and aggregation

• Lab: Exploratory Data Analysis for Classification using Pandas and Matplotlib

{Add description of example an assignment here}

visualization

• Lab: Exploratory Data Analysis for Classification using Pandas and Matplotlib

{Add description of example an assignment here}

Results	Repository
assignment1 results	assignment1 repositiory

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Assignment2

scientific computing

• Lab: Scikit-Learn, Regression, PCA

{Add description of example an assignment here}

statistic alanalysis

• Lab: Bias, Variance, Cross-Validation
• Lab: Bayes, Linear Regression, and Metropolis Sampling

{Add description of example an assignment here}

Results	Repository
assignment2 results	assignment2 repositiory

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Assignment3

machine learning part1

• Lab: Neural Networks

{Add description of example an assignment here}

machine learning part2

• Lab: Support Vector Machines

{Add description of example an assignment here}

Results	Repository
assignment3 results	assignment3 repositiory

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Assignment4

network analysis

• Lab: Networks

{Add description of example an assignment here}

big data analytics

• Lab: MapReduce

{Add description of example an assignment here}

Results	Repository
assignment4 results	assignment4 repositiory

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Extra Credit Assignment

webs craping

• Lab: Web Scraping

{Add description of example an assignment here}

sampling and text processing

• Lab: Sampling and Text Processing

{Add description of example an assignment here}

Results	Repository
Extra Credit results	Extra Credit repositiory

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EMSE 6992 Labs

lab assignments

• Web Scraping
• Exploratory Data Analysis for Classification using Pandas and Matplotlib
• Scikit-Learn, Regression, PCA
• Bias, Variance, Cross-Validation
• Bayes, Linear Regression, and Metropolis Sampling
• Support Vector Machines
• Networks
• MapReduce

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