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Data Analysis and Machine Learning

DATA 253
Closed
Drew University
Drew University
Madison, New Jersey, United States
Alex Rudniy
Associate Professor
(2)
5
Timeline
  • March 18, 2024
    Experience start
  • May 1, 2024
    Experience end
Experience
2/5 project matches
Dates set by experience
Preferred companies
Anywhere
Any company type
Any industries

Experience scope

Categories
Machine learning Data visualization Data analysis Data modelling Data science
Skills
python (programming language) machine learning data analysis
Learner goals and capabilities

Introductory levels of data analysis and machine learning. Some students can code in Python and other languages.

Learners

Learners
Undergraduate
Any level
20 learners
Project
20 hours per learner
Learners self-assign
Teams of 3
Expected outcomes and deliverables
  • Jupyter Notebook with Python code
  • Analysis produced for your data
Project timeline
  • March 18, 2024
    Experience start
  • May 1, 2024
    Experience end

Project Examples

Requirements
  • Exploratory Data Analysis
  • Feature Engineering
  • Data Cleaning
  • Forecasting/Regression tasks using Linear, Ridge, Lasso regression, etc.
  • Forecasting/Classification tasks using decision tree, random forest, SVM, etc.
  • Recommendation modeling

Additional company criteria

Companies must answer the following questions to submit a match request to this experience:

Do you have a dataset that can be shared with students?