GalvanizeOpenSource / dsi-premium-prep

Repository for code and materials for the Galvanize DSI Premium Prep

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Galvanize Data Science Immersive Premium Prep

July 6th, 2021 - August 7th, 2021

NOTE: The first day of class is Tuesday, July 6th

Important Links

Zoom Link

  • Must be a registered user
  • See the Initialize Section in the Learn materials for the pword

Galvanize Data Science YouTube Channel SUBSCRIBE!

Premium Prep Recordings

Our Learn Cohort

Premium Prep Transfer Request

  • Use this form to request transfer into an upcoming round of Premium Prep. This is an option for all Premium Prep students.

Other Helpful Resources

Add this Chrome Extension to see rendered Math formulas on Github

Notetaking Strategy for Immersives : Tutorial on how to take notes in order to have quick reference while in the DSI

MathJax Reference on StackExchange : Indispensible for writing Markdown with LaTEX

JB Statistics: Excellent supplemental resource!

Introduction to Statistical Learning (ISLR) : Seminal work on Machine Learning, highly recommended!

Elements of Statistical Learning (ESL) : Grad level of the ISLR

Khan Academy : For refreshers in Algebra and Calculus

Desmos browser-based graphing app : Quick visualization of math

Derivative Calculator : For checking Calculus work

Fun DS Stuff

Tech Pivot : A podcast put on by members of Galvanize, exploring topics in Software Engineering and Data Science

Visual Go : A language-agnostic tour of data structures and algorithms


Day 1: Tuesday July 6 (6pm - 8pm Pacific)

Instructor: Tovio, Clark

Slide Decks:

HW assignment:

Recording: Lecture 1


Day 2: Wednesday July 7 (6pm - 8pm Pacific)

Instructor: Clark Walker

Slide Deck:

HW assignment: N/A

Recording: Lecture 2


Day 3: Thursday July 8 (6pm - 8pm Pacific)

Instructor: Clark Walker

Slide Deck:

HW assignment:

Recording: Lecture 3


Day 4: Saturday July 10 (11am - 1pm Pacific)

Instructor: Clark Walker

Slide Deck:

HW assignment:

Recording: Lecture 4


Day 5: Monday July 12 (6pm-8pm Pacific)

Instructor: Clark Walker

Slide Deck:

HW assignment:

Recording: Lecture 5


  • Please complete this survey. We will use it to iterate on this course.

Day 6: Tuesday July 13 (6pm - 8pm Pacific)

Instructor: Clark Walker

Slide Deck:

HW assignment:

Recording: Lecture 6


Day 7: Wednesday July 14 (6pm - 8pm Pacific)

Instructor: Clark Walker

Slide Deck:

HW assignment:

Recording: Lecture 7


Day 8: Thursday July 15 (6pm - 8pm Pacific)

Instructor: Clark Walker

Slide Deck:

HW assignment:

Recording: Lecture 8


Day 9: Saturday July 17 (11am-1pm Pacific)

Instructor: Tovio Roberts

Slide Deck: Summary Stats: Centrality

HW assignment:

Recording: Lecture 9


Day 10: Monday July 19 (6pm - 8pm Pacific)

Instructor: Clark Walker

Slide Deck:

Recording: Lecture 10


Day 11: Tuesday July 20 (6pm - 8pm Pacific)

Instructor: Tovio Roberts

Slide Deck: Summary Stats: Measures of Spread

HW assignment:

Slide Deck:

HW assignment: N/A

Recording: Lecture 11


Day 12: Wednesday July 21 (6pm - 8pm Pacific)

Instructor: Clark Walker

Slide Decks:

HW assignment: N/A

Recording: Lecture 12


Day 13: Thursday July 22 (6pm - 8pm Pacific)

Instructor: Clark Walker

Slide Deck:

HW assignment:

Recording: Lecture 13


Day 14: Saturday July 24 (11am-1pm Pacific)

Instructor: Clark Walker

Slide Deck:

HW assignment:

Recording: Lecture 14


  • Please complete this survey. We will use it to iterate on this course.

Day 15: Monday July 26 (6pm - 8pm Pacific)

Instructor: Tovio Roberts

Slide Deck:

HW assignment:

Recording: Lecture 15


Day 16: Tuesday July 27 (6pm - 8pm Pacific)

Instructor: Clark Walker

Slide Deck:

HW assignment:

Recording: Lecture 16


Day 17: Wednesday July 28 (6pm - 8pm Pacific)

Instructor: Tovio Roberts

Slide Deck:

HW assignment:

Recording: Lecture 16


Day 18: Thursday July 29 (6pm - 8pm Pacific)

Instructor: Tovio Roberts

Slide Deck:

HW assignment:

  • Review the code and materials regarding the Statistical Counting
  • Complete materials on Learn for Statistical Counting

Recording: Lecture 18


Day 19: Saturday July 31 (11am-1pm Pacific)

Instructor: Clark Walker

Slide Deck:

HW assignment: N/A

Recording: (to be added) Lecture 19


Day 20: Monday August 2 (6pm - 8pm Pacific)

Instructor: Tovio Roberts

Slide Deck:

HW assignment:

Recording: (to be added) Lecture 20


Day 21: Tuesday August 3 (6pm - 8pm Pacific)

Instructor: Tovio Roberts

Slide Deck:

HW assignment:

Recording: (to be added) Lecture 21


Day 22: Wednesday August 4 (6pm - 8pm Pacific)

Instructor: Tovio Roberts

Slide Deck:

HW assignment:

Recording: (to be added) Lecture 22


Day 23: Thursday August 5 (6pm - 8pm Pacific)

Slide Deck:

HW assignment

Recording: (to be added) Lecture 23


Day 24: Saturday August 7 (11am-1pm Pacific)

Instructor: Tovio Roberts

Slide Deck:

HW assignment:

Recording: (to be added) Lecture 24


Day 25: Monday August 9 (6pm - 8pm Pacific)

Instructor: Tovio Roberts and Clark Walker

Slide Deck:

HW assignment: Finish your Learn materials and get ready for your TI!

Recording: (to be added) Lecture 25


  • Please complete this survey. We will use it to iterate on this course.

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Repository for code and materials for the Galvanize DSI Premium Prep


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