Duke University
Python Programming Fundamentals
Duke University

Python Programming Fundamentals

Andrew D. Hilton
Nick Eubank
Genevieve M. Lipp

Instructors: Andrew D. Hilton

17,802 already enrolled

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
3.9

(43 reviews)

Beginner level

Recommended experience

Flexible schedule
Approx. 23 hours
Learn at your own pace
87%
Most learners liked this course
Gain insight into a topic and learn the fundamentals.
3.9

(43 reviews)

Beginner level

Recommended experience

Flexible schedule
Approx. 23 hours
Learn at your own pace
87%
Most learners liked this course

What you'll learn

  • Utilize a Logical Seven Step framework to create algorithms and programs

  • Create useful test cases and efficiently debug Python code.

  • Master Python basics (conditionals, loops, mathematical operators, data types)

  • Develop a Python Program from scratch to solve a given data science problem.

Details to know

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Assessments

12 assignments

Taught in English

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There are 4 modules in this course

This module, you will learn best practices for developing code in any language by beginning with an algorithm: a stepwise approach to solving a problem. You’ll then apply the concepts by developing your own algorithms and properly identifying when to use specific data types in Python.

What's included

9 videos9 readings3 assignments

This Module, you will learn how to take the logical process of algorithm design and translate an algorithm into functional Python code. You will apply this by correctly identifying proper Python syntax for a given algorithm, and then subsequently by creating your own Python program for a given algorithm.

What's included

13 videos8 readings5 assignments4 programming assignments

This module, you will learn different approaches to testing Python code, and methods for debugging code. You will apply this by conducting a code review, identifying opportunities to use asserts to debug code, and generating your own test cases.

What's included

6 videos8 readings3 assignments

This module, you will learn how to filter and perform operations (logical and mathematical) across a given dataset, and how to create modular code that can be used in discrete pieces. You will apply this by writing your own functions to identify a list item with a given property, and writing a program to calculate a set of conclusions from a given dataset.

What's included

7 videos3 readings1 assignment4 programming assignments2 discussion prompts

Instructors

Instructor ratings
3.8 (13 ratings)
Andrew D. Hilton
Duke University
19 Courses1,074,257 learners

Offered by

Duke University

Recommended if you're interested in Software Development

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Learner reviews

3.9

43 reviews

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Reviewed on Oct 10, 2023

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