Python 101: Python for Data Science

part-time 3 Weeks

Mon & Wed, 6:00 pm - 9:00 pm

Start: August 21, 2017

End: September 6, 2017

Location: New York

295 Madison Ave., 35 FL

part-time 3 Weeks

Mon & Wed, 6:00 pm - 9:00 pm

Start: October 16, 2017

End: November 1, 2017

Location: New York

295 Madison Ave., 35 FL

part-time 6 Weeks

Sat 1:00 pm - 4:00 pm

Start: August 12, 2017

End: September 16, 2017

Location: New York

295 Madison Ave., 35 FL

part-time 6 Weeks

Sat 1:00 pm - 4:00 pm

Start: October 7, 2017

End: November 11, 2017

Location: New York

295 Madison Ave., 35 FL

Description: Working off the fundamentals acquired through our online ByteDev Python course, students will spend this three week course working with introductory data science tools, statistics, and linear algebra. All topics will taught from a Data Science perspective, making sure to highlight the usage of Python with each.

Prerequisites: Students are expected to have completed the Introductory Python and Mathematics for Data Science courses, available on ByteDev.

Topics:

  • Python Fundamentals
    • Lists and dictionaries
    • DataFrames
    • Functions
    • Object Oriented Programming
  • Descriptive Statistics
    • Summary Statistics
    • Distributions
  • Probability
  • Inferential Statistics
    • Hypothesis Testing
  • Linear Algebra
    • Vectors and Matrices
    • Matrix Operations
  • Tools and Technologies
    • Python
    • Numpy
    • SciPy