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N-gram neaxt word prediction
For a given sequence of word it try to predict the next word you likely to type
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Capsote project
Base Ball Part 1
relation in Home run rate and strick-out rate.
Regression Model Course Project
In this analysis we are attempting to find whether a manual or automatic transmission is “better".
we will analysis
“Is an automatic or manual transmission better for MPG”
"Quantify the MPG difference between automatic and manual transmissions"
Statistical Inferance Project part-2
The response is the length of odontoblasts (teeth) in each of 10 guinea pigs at each of three dose levels of Vitamin C (0.5, 1, and 2 mg) with each of two delivery methods (orange juice or ascorbic acid).
Statistical Inferance Project
In probability theory and statistics, the exponential distribution (a.k.a. negative exponential distribution) is the probability distribution that describes the time between events in a Poisson process, i.e. a process in which events occur continuously and independently at a constant average rate.
The mean of exponential distribution is 1/lambda and the standard deviation is also 1/lambda. Set lambda = 0.2 for all of the simulations. I will investigate the distribution of averages of 40 exponentials. Note that you will need to do a thousand simulations.
Final Project - Practical Machine Learning
For this project, we are given data from accelerometers on the belt, forearm, arm, and dumbell of 6 research study participants. Our training data consists of accelerometer data and a label identifying the quality of the activity the participant was doing. Our testing data consists of accelerometer data without the identifying label. Our goal is to predict the labels for the test set observations.
Below is the code I used when creating the model, estimating the out-of-sample error, and making predictions. I also include a description of each step of the process.
An Analysis Report of Health and Economic Impact by Severe Weather Events
Storms and other severe weather events can cause both public health and economic problems for communities and municipalities. Many severe events can result in fatalities, injuries, and property damage, and preventing such outcomes to the extent possible is a key concern.
the U.S. National Oceanic and Atmospheric Administration’s (NOAA) storm database. This database tracks characteristics of major storms and weather events in the United States, including when and where they occur, as well as estimates of any fatalities, injuries, and property damage.
Diamond Price change with Carat
This slide show how diamond price change with carat.