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Course Description

Short Course 12 hours 1.2 CEUs $1,295

This is a rapid introduction to NumPy, pandas and matplotlib for experienced Python programmers who are new to those libraries. Students will learn to use NumPy to work with arrays and matrices of numbers; learn to work with pandas to analyze data; and learn to work with matplotlib from within pandas. 

 

Course Outline

  1. NumPy
    • One-dimensional Arrays
    • Multi-dimensional Arrays
    • Getting Basic Information about an Array
    • NumPy Arrays Compared to Python Lists
    • Universal Functions
    • Modifying Parts of an Array
    • Adding a Row Vector to All Rows
    • Random Sampling
  2. Pandas
    • Series and DataFrames
    • Accessing Elements from a Series
    • Series Alignment
    • Comparing One Series with Another
    • Element-wise Operations
    • Creating a DataFrame from a NumPy Array
    • Creating a DataFrame from Series
    • Creating a DataFrame from a CSV
    • Getting Columns and Rows
    • Cleaning Data
    • Combining Row and Column Selection
    • Scalar Data: at[] and iat[]
    • Boolean Selection
    • Plotting with matplotlib

Additional Information

PYT300 is the third course in the Python Programming Certificate. To complete the certificate students will also enroll in PYT100, & PYT200. Click on each course link for more details and to add to cart.

Prerequisites

  • Basic Python programming experience. In particular working with strings; working with lists, tuples and dictionaries; loops and conditionals; and writing your own functions.

Duration

12 Hours | 2 Days or 4 Nights

Applies Towards the Following Certificates

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Enroll Now - Select a section to enroll in
Section Title
Python Programming for Data Analysis
Type
Instructor-Led
Days
M, W
Time (Central Time)
5:30PM to 8:30PM
Dates
Mar 11, 2024 to Mar 20, 2024
Schedule and Location
# of Course Hours
12.0
Delivery Option
Course Fee(s)
Rate non-credit $1,295.00
Potential Discount(s)
Section Title
Python Programming for Data Analysis
Type
Instructor-Led
Days
T, Th
Time (Central Time)
5:30PM to 8:30PM
Dates
Apr 09, 2024 to Apr 18, 2024
Schedule and Location
# of Course Hours
12.0
Delivery Option
Course Fee(s)
Rate non-credit $1,295.00
Potential Discount(s)
Section Title
Python Programming for Data Analysis
Type
Instructor-Led
Days
Th, F
Time (Central Time)
9:00AM to 4:30PM
Dates
Jun 20, 2024 to Jun 21, 2024
Schedule and Location
# of Course Hours
12.0
Delivery Option
Course Fee(s)
Rate non-credit $1,295.00
Potential Discount(s)
Section Title
Python Programming for Data Analysis
Type
Instructor-Led
Days
M, W
Time (Central Time)
5:30PM to 8:30PM
Dates
Jul 29, 2024 to Aug 07, 2024
Schedule and Location
# of Course Hours
12.0
Delivery Option
Course Fee(s)
Rate non-credit $1,295.00
Potential Discount(s)
Section Title
Python Programming for Data Analysis
Type
Instructor-Led
Days
M, W
Time (Central Time)
5:30PM to 8:30PM
Dates
Sep 09, 2024 to Sep 18, 2024
Schedule and Location
# of Course Hours
12.0
Delivery Option
Course Fee(s)
Rate non-credit $1,295.00
Potential Discount(s)
Section Title
Python Programming for Data Analysis
Type
Instructor-Led
Days
M, W
Time (Central Time)
5:30PM to 8:30PM
Dates
Nov 04, 2024 to Nov 13, 2024
Schedule and Location
# of Course Hours
12.0
Delivery Option
Course Fee(s)
Rate non-credit $1,295.00
Potential Discount(s)
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