amandaknudsen
Amanda Knudsen
Recently Published
Predictive Analytics Project 2
"Project 2: Team Assignment"
Linear Regression for Project 2
To be in incorporated into group project for Predictive Analytics course
predictive analytics - lab 09
"Regression Trees and Rule-Based Models"
predictive analytics - lab 08
"Non-Linear Regression"
predictive analytics - lab 07
"Linear Regression and Its Cousins"
predictive analytics - lab 06
"ARIMA"
predictive analytics - lab 05
"Exponential Smoothing"
predictive analytics - lab 04
"Data Pre-Processing"
predictive analytics - lab 03
"Forecasting"
predictive analytics - lab 02
"Time Series Decomposition"
Final Project - data acquisition & management
My final project for course Data Acquisition & Management, Fall 2024
data acquisition and management - lab 10
"Tools for Working with Big Data - `data.tables` and Spark"
data acquisition and management - lab 09
"Graphs and Social Networks in Pride & Prejudice"
data acquisition and management - lab 08
"Text Mining and NLP (Natural Language Processing)"
data acquisition and management - lab 07
"Rectangling and Webscraping"
data acquisition and management - lab 06
"R and SQL"
data acquisition and management - lab 05
"Working with Text and Strings"
data acquisition and management - lab 04
"Data Transformations"
data acquisition and management - lab 03
"Exploratory Data Analysis"
data acquisition and management - lab 02
"Data tidying"
data acquisition and management - lab 01
"Airbnbs in NYC"
Final Project - statistics and probability for data science
My final project for the course "statistics and probability for data science"
statistics and probability for data science - lab 09
"Multiple linear regression"
statistics and probability for data science - lab 08
"Introduction to linear regression"
statistics and probability for data science - lab 07
"Inference for numerical data"
statistics and probability for data science - lab 06
"Inference for categorical data"
statistics and probability for data science - lab 5b
"Foundations for statistical inference - Confidence intervals"
statistics and probability for data science - lab 5a
"Foundations for statistical inference - Sampling distributions"
statistics and probability for data science - lab 04
"The normal distribution"
statistics and probability for data science - lab 03
"probability"
statistics and probability for data science - lab 02
"introduction to data"
