Immanuel Williams, Ph.D. Email & Phone Number

San Luis Obispo, CA, US

San Luis Obispo, CA, US

West Lafayette, IN, US

Provided comprehensive instruction in data science, covering data extraction, transformation, visualization, and interpretation from diverse sources, including Spotify, sports, and social media.Introduced programming concepts in R, supplemented with ChatGPT to enhance student comprehension.Empowered students with no prior programming experience to.

Knoxville, TN, US

Database Management: - ETL Validation

Santa Cruz, CA, US

Taught:AMS 7 - Statistical Methods For The Biological, Environmental, And Health SciencesAMS80A - Gambling And GamingAMS80B - The Art of Data Visualization

Seaside, CA, US

Taught:MATH 130 - PrecalculusMATH 151 - Calculus IISTAT 250 - Applied Statistics

CA, US

The main purpose of this internship is to implement data analytics for the amalgamation of longitudinal data collected on individuals with respect to organizational resilience. My responsibility was to help organize and develop reports on the data collected. I was also involved in a research team to develop insights, conclusions, and recommendations that.

Princeton, NJ, US

Test speededness is defined as the failure to complete an assessment within a specified period of time. Speededness impacts item parameter calibration within an item response theory (IRT) framework. The scope of this research is to examine the impact of test speededness on the item calibration and true score equating for a mixed format assessment via a.

New Brunswick, NJ, US

The purpose of this research was to understand the derivation and analysis of the structure and measurement models within cognitive diagnosis models (CDMs). CDMs are typically used for educational assessment purposes, which involve the presence or absence of a certain skill or trait. I was responsible for the evaluation of relevant structural models with.

Baltimore, MD, US

There are various outlier detection methods that can be used to determine outliers within a data set. The task at SSA was to use longitudinal data analysis to determine the number of counties within each state in the United States that contained outliers compared to previous years’ data. I was responsible for creating the code that longitudinally analyzed.

Baltimore, MD, US

Data was collected by Civic Works (a sector of AmeriCorp) to determine if the amount of energy used in poverty-stricken households in Baltimore, Maryland, would decrease after a new source of energy was supplied. This project required the utilization of linear regression models to determine if the new source of energy had an effect. One of my tasks was to.

Baltimore, MD, US

Simulations were run within a complicated transporter model (cellular diffusion) for the purpose of making generalizations and simplifications to the model. Simplifications to the complicated model would eliminate non-essential steps that lower the number of parameters that need to be estimated. My main focus was to create the code for various complicated.

Baltimore, MD, US

A mathematical model was derived and analyzed to represent gangs within a closed area. The primary purpose of this project was to find ways to mathematically lower the level of gangs within closed areas. My task was to create this model mathematically and also find various methods of lowering the gang levels.

New Brunswick, NJ, US

The utilization of a mathematical model was derived to represent how human immunodeficiency virus (HIV) spreads within a poverty-stricken development. An economic model was also used to track the monetary resources within the community. Both models were used to determine the sustainability of the community if limited treatment was instilled. My.

Baltimore, MD, US

Mathematical models were used to represent biological mechanisms with respect to drug therapy within the human body. The purpose of this project was to model the intake of different kinds of medications and analyze their effects on the human body. My task was to create the code that represented this mathematical model and determine what thresholds made the.

Certificate, Full Stack Development

Doctor Of Philosophy (Ph.D.), Education Measurement And Statistics

Master'S Degree, Statistics

Computer Science

Bachelor'S Degree, Mathematics