Teaching and research are two sides of the same coin. Just as it's important to create new ideas, it's equally important to devote time and resources to education in order to give others the tools to create their own ideas and build stronger communities in the process.

On this page you will find:

• How to Hire Me for Workshops
• Examples of Pedagogical Material I've Created

Workshops

I offer tranings and workshops on various topics on topics related to data science and am open to designing bespoke materials in order to suit your needs. Recently I become a certified RStudio Instructor, have worked as a Lead Instructor of Data Science at Flatiron School, and have also designed and delivered workshops for Minerva Statistical Consulting. I specialize in teaching beginners with little to no experience in data science.

Teaching Portfolio

Below I archive examples of materials I have created for pedagogical purposes. Here you can find:

• Examples of data science lesson plans
• Videos of me delivering materials
• Listings of university level courses I've taught

Data Science Teaching Materials

Lesson Plans

• Complete Lesson Plan used for RStudio Teaching Certification

The following are examples of lesson material I wrote for Flatiron School's curriula, examples of documents I've produced to help students, and examples of lesson plans:

Curricula Writing

• R to Python: An Overview
• Installing R and RStudio
• R Base-ics I
• R Base-ics II
• Introduction to the Tidyverse
• Introduction to ggplot2
• Introduction to ggplot2 Lab

Project Templates

• Project Template for Data Science Capstone

Lesson Materials and Plans

• Intro to Inferential Statistics
• Central Limit Theorem
• Hypothesis Testing
• A/B Testing
• Bayes for Days
• Linear Regression
• Multiple Regression
• Reg Coefs, EDA, and Train, Test, Split Review
• PCA
• Clustering
• Recommendation Systems
• Big Data
• NLP
• Deep NLP

Videos of Me Teaching

The Science of Netflix

R, RStudio, and Tidyverse for Pythonistas

Clustering Algorithms Crash Course

University Course Listings

• Foundations of Music Study
  • Taught remedial music theory and aural training course three times a week to undergraduates as Instructor of Record
  • Responsible for all course material ranging from lectures, to homework assignments, bi-weekly recitations, to play-and-sing piano preparations, and teaching of aural-skills, held office hours.
  • Homework assigned via Oxford Music Theory Skill Builder
• Aural Skills IV (Chromatic and Atonal)
  • Taught Aural Skills Labs to second-year undergraduate students, classes focused on providing individual attention to learning how to sight-sing chromatic and atonal melodies as well as complex rhythms.
  • Responsible for grading bi-weekly individual recitations with materials ranging from prepared melodies, to play-and-sing piano preparations, to sight-singing.
  • Aided Instructor of Record for large Music Theory lecture
• Aural Skills III (Chromaticism)
  • Taught Aural Skills Labs to second-year undergraduate students, classes focused on providing individual attention to learning how to sight-sing melodies and rhythms.
  • Responsible for grading bi-weekly individual recitations with materials ranging from prepared melodies, to play-and-sing piano preparations, to sight-singing
  • Aided Instructor of Record for large Music Theory lecture