Earn Your PCED Certification. Industry-recognized credential

For rising grades 8+

Every click, purchase, and message generates valuable data. Turn data into insights and earn a professional certification this summer. In our Data Science with Python Boot Camp, you will acquire the skills required to succeed on the PCED (Certified Entry-Level Data Analyst with Python) exam—an industry-recognized credential offered by the Python Institute.

We begin with the fundamentals:

What is data?
How do you clean it?
How can you tell a story using a chart?

By the end of the course, you will be able to write Python scripts, analyze real-world datasets, and be prepared to pass a certification that will enhance your resume for college applications and internships.

What You’ll Learn (PCED Exam Aligned)

The PCED exam covers four key domains, which we teach thoroughly:

Data Analysis Concepts

Understanding data: quantitative vs. qualitative, structured vs. unstructured.
The data lifecycle: collection → storage → processing → analysis → reporting.
Data sources: APIs, web scraping, databases, and surveys.

Python Basics for Data Analysis

Variables and data types: integers, floats, strings, booleans, lists, and dictionaries.
Control flow: using if statements and for/while loops.
Writing your own functions - Reading and writing files (CSV, text) using the CSV module
An introduction to NumPy for numerical arrays.

Working with Data - Simple Analysis

Cleaning data: handling missing values and removing duplicates.
String manipulation techniques.
Descriptive statistics: mean, median, and standard deviation.
Grouping data and calculating conditional metrics.
Basic Exploratory Data Analysis (EDA).

Communicating Insights & Reporting

Creating visualizations with Matplotlib and Seaborn.
Designing charts that effectively tell a story.
Summarizing findings for both technical and non-technical audiences.
Final project presentation.

Certification Details:

The PCED certification, offered by the Python Institute, verifies your ability to perform real-world data tasks using Python.

Exam Code: PCED-30-02
Duration: 60 minutes
Number of Questions: 40 (single/multiple-select and scenario-based)
Passing Score:75%

Validity: 7 years
Prerequisites: None – we provide comprehensive preparation. The training camp includes dedicated exam preparation sessions.

Data Science Certification Camp