Pinned Repositories
activity-prediction
Using data from devices such as Jawbone Up, Nike FuelBand, and Fitbit to to predict the manner in participants they did the exercise.
aws-mutation-calling
A Large Scale, Cloud Based, Low Cost and Reproducible Mutation Calling Pipeline Using Docker Containers
aws-twitter-crawler
Python client for the Twitter Streaming API that parses tweets and stores them in a MySQL.
bioinformatics-algorithms
Python code covering some of the algorithms underlying the following fundamental topics in bioinformatics.
bwa
Burrow-Wheeler Aligner for pairwise alignment between DNA sequences
cloud-scale-bwamem
content
Official content for Harvard CS109
differential-expression-analysis
RNA-seq differential gene expression analysis workflow, implemented using Nextflow and Docker containers.
distributed-computing
A rigorous study of the core Java programming language followed by an inquiry into Java-based distributed computing.
mle-10
Repository for FourthBrain Machine Learning Engineering.
noelnamai's Repositories
noelnamai/Talk_Graphs
Talk: How to display data badly
noelnamai/LearnBioconductor
Training material for introductory R / Bioconductor courses
noelnamai/Theano-Tutorials
Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.
noelnamai/labs
Scripts for HarvardX courses: PH525x
noelnamai/dagdata
noelnamai/2014
Official content for the Fall 2014 Harvard CS109 Data Science course
noelnamai/ilmnQC_Module
R code for the Illumina preprocessing and QC module for ArrayAnalysis.org
noelnamai/Rosalind
Solutions to Rosalind Bioinformatics Problems
noelnamai/twitter-sentiment-analysis
Twitter represents a fundamentally new instrument to make social measurements. Millions of people voluntarily express opinions across any topic imaginable - this data source is incredibly valuable for both research and business.
noelnamai/mapreduce_algorithms
Code for designing and implementing MapReduce algorithms for a variety of common data processing tasks.
noelnamai/large_scale_cloud_processing
noelnamai/kaggle-competitions
noelnamai/datasci_course_materials
Public repository for course materials for the Spring 2013 session of Introduction to Data Science, an online coursera course.
noelnamai/content
Official content for Harvard CS109
noelnamai/RepData_PeerAssessment1
Peer Assessment 1 for Reproducible Research
noelnamai/ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
noelnamai/best_hospital
R function returns a character vector with the name of the hospital that has the best (i.e. lowest) 30-day mortality for the specified outcome in that state.
noelnamai/r_programming
noelnamai/rank_hospital
R a function called that takes three arguments: the 2-character abbreviated name of a state (state), an outcome (outcome), and the ranking of a hospital in that state for that outcome (num).
noelnamai/linguist
Language Savant. If your repository's language is being reported incorrectly, send us a pull request!
noelnamai/corr_of_pollutants
R function that takes a directory of data files and a threshold for complete cases and calculates the correlation between sulfate and nitrate for monitor locations where the number of completely observed cases (on all variables) is greater than the threshold.
noelnamai/fibonacci_matrix
Java program to calculate and print Fibonacci number using the matrix method.
noelnamai/fibonacci_iterative
Java program to calculate and print Fibonacci number using iteration method.
noelnamai/rank_all_hospitals
R function that returns a 2-column data frame containing the hospital in each state that has the ranking specified in num.
noelnamai/cache_matrix
R function that is able to cache potentially time-consuming computations.
noelnamai/courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
noelnamai/complete_observed_pollutants
R function that reads a directory full of files and reports the number of completely observed cases in each data file.
noelnamai/pollutant_mean
R function named that calculates the mean of a pollutant (sulfate or nitrate) across a specified list of monitors.
noelnamai/run_analysis
Human Activity Recognition Using Smartphones Dataset: The experiments have been carried out with a group of 30 volunteers within an age bracket of 19-48 years. Each person performed six activities (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING) wearing a smartphone (Samsung Galaxy S II) on the waist.
noelnamai/ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera