Course 11 of 17

Intermediate Python

Loops & logic, Error handling, Modules, and more.

Yiga AI

Intermediate en

Intermediate · Course · 3 weeks at 5 hrs/week

Duration: 3 weeks
Effort: 5 hrs/week
Lessons: 16
Hands-on exercises: 16
Projects: 1
Language: en

What you’ll learn

Skills you can put to work.

Introduction to Python

Intermediate Python

Data Manipulation with pandas

Data Cleaning in Python

Syllabus

Every module, step by step.

4 modules · 21 lessons · 14 hours · 1 graded project

840 minutes of guided lesson time.

Module 1 · 5 lessons · 3 hoursLoops & logicModule 1 of 4 in Intermediate Python.

Overview and set-up
Overview and set-up — Loops & logic in Intermediate Python.
Lesson
40 min
Core concepts
Core concepts — Loops & logic in Intermediate Python.
Lesson · Locked
40 min
Worked example
Worked example — Loops & logic in Intermediate Python.
Lesson · Locked
40 min
Hands-on practice
Hands-on practice — Loops & logic in Intermediate Python.
Lesson · Locked
40 min
Module quiz: Loops & logic
Check what you learned in Loops & logic before moving on.
Quiz · Locked
20 min

Module 2 · 5 lessons · 3 hours LockedError handlingModule 2 of 4 in Intermediate Python.

Overview and set-up
Overview and set-up — Error handling in Intermediate Python.
Lesson · Locked
40 min
Core concepts
Core concepts — Error handling in Intermediate Python.
Lesson · Locked
40 min
Worked example
Worked example — Error handling in Intermediate Python.
Lesson · Locked
40 min
Hands-on practice
Hands-on practice — Error handling in Intermediate Python.
Lesson · Locked
40 min
Module quiz: Error handling
Check what you learned in Error handling before moving on.
Quiz · Locked
20 min

Module 3 · 5 lessons · 3 hours LockedModulesModule 3 of 4 in Intermediate Python.

Overview and set-up
Overview and set-up — Modules in Intermediate Python.
Lesson · Locked
40 min
Core concepts
Core concepts — Modules in Intermediate Python.
Lesson · Locked
40 min
Worked example
Worked example — Modules in Intermediate Python.
Lesson · Locked
40 min
Hands-on practice
Hands-on practice — Modules in Intermediate Python.
Lesson · Locked
40 min
Module quiz: Modules
Check what you learned in Modules before moving on.
Quiz · Locked
20 min

Module 4 · 6 lessons · 5 hours LockedNumPy introModule 4 of 4 in Intermediate Python.

Overview and set-up
Overview and set-up — NumPy intro in Intermediate Python.
Lesson · Locked
40 min
Core concepts
Core concepts — NumPy intro in Intermediate Python.
Lesson · Locked
40 min
Worked example
Worked example — NumPy intro in Intermediate Python.
Lesson · Locked
40 min
Hands-on practice
Hands-on practice — NumPy intro in Intermediate Python.
Lesson · Locked
40 min
Module quiz: NumPy intro
Check what you learned in NumPy intro before moving on.
Quiz · Locked
20 min
Graded project: Intermediate Python
Apply everything from Intermediate Python in one graded, portfolio-ready build.
Graded project · Locked
120 min

Applied learning project

Make the learning visible.

Use Graded project: Intermediate Python to apply this course to a practical challenge. You’ll finish with a clear solution and the reasoning behind your choices.

Apply the course’s core skillMake and explain practical decisionsCreate evidence you can share

Your instructor

Grace A.

AI for professions

Shows working professionals how to use AI responsibly inside everyday workflows.

“The examples felt relevant to public service and worked on the connection I actually have.”
Samuel Mwangi
Public service officer, Nairobi

Continue with

Your next best step.

Following the order of Data Analyst with Python.

See the full chain

Next lesson

Overview and set-up

Intermediate Python

40 min · Resume

Course 12 in the track

Hypothesis Testing in Python

t-tests, Chi-square, A/B testing, and more.

Intermediate · Course · 3 weeks at 5 hrs/week

Course 13 in the track

Project: Agricultural Yield Analysis (Uganda)

Import data, Seasonal trends, Regional comparison, and more.

Intermediate · Course · 3 weeks at 5 hrs/week

Course 14 in the track

Dashboards with Streamlit

App structure, Widgets, Charts, and more.

Intermediate · Course · 3 weeks at 5 hrs/week

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