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Data Science Foundations

Learn the complete data science workflow from collecting and cleaning data to analyzing trends and building predictive models. This beginner-friendly course introduces […]

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Course Contents

What's included?

Write Python code for data analysis
Clean and prepare datasets
Analyze data using Pandas
Create effective visualizations
Understand statistical concepts
Build basic machine learning models
Interpret and communicate insights
Complete end-to-end data projects

About Course

Learn the complete data science workflow from collecting and cleaning data to analyzing trends and building predictive models. This beginner-friendly course introduces Python, data visualization, statistical thinking, and machine learning through practical projects that mirror real-world business and research scenarios.

Course Content

Python for Data Analysis
Learn the Python fundamentals necessary for working with data and preparing datasets for analysis.

Introduction to Python
Working with Data Structures
Introduction to Pandas
Python Fundamentals
Pandas & Data Structures
Student Dataset Analysis

Data Cleaning & Visualization
Learn how to prepare messy datasets and create visualizations that communicate meaningful insights.

Introduction to Machine Learning
Understand how machines learn from data and build your first predictive models.

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Free

Free access this course

Beginner
3 Total Enrolled
10 hours Duration
June 22, 2026 Last Updated
Enrollment validity: Lifetime
Certificate of completion

A course by

Graciedion Music Institute

Data Science Foundations

What's included?

About Course

What Will You Learn?

Course Content

Python for Data Analysis
Learn the Python fundamentals necessary for working with data and preparing datasets for analysis.

Introduction to Python

Working with Data Structures

Introduction to Pandas

Python Fundamentals

Pandas & Data Structures

Student Dataset Analysis

Data Cleaning & Visualization
Learn how to prepare messy datasets and create visualizations that communicate meaningful insights.

Handling Missing Data

Data Visualization Fundamentals

Using Matplotlib and Seaborn

Data Cleaning

Visualization Assessment

Sales Dashboard Project

Introduction to Machine Learning
Understand how machines learn from data and build your first predictive models.

What Is Machine Learning?

Supervised vs Unsupervised Learning

Building Your First Model

Machine Learning Basics

Model Building Assessment

Predictive Analytics Mini Project

Data Science Foundations

What's included?

About Course

What Will You Learn?

Course Content

Python for Data Analysis Learn the Python fundamentals necessary for working with data and preparing datasets for analysis.

Introduction to Python

Working with Data Structures

Introduction to Pandas

Python Fundamentals

Pandas & Data Structures

Student Dataset Analysis

Data Cleaning & Visualization Learn how to prepare messy datasets and create visualizations that communicate meaningful insights.

Handling Missing Data

Data Visualization Fundamentals

Using Matplotlib and Seaborn

Data Cleaning

Visualization Assessment

Sales Dashboard Project

Introduction to Machine Learning Understand how machines learn from data and build your first predictive models.

What Is Machine Learning?

Supervised vs Unsupervised Learning

Building Your First Model

Machine Learning Basics

Model Building Assessment

Predictive Analytics Mini Project

Student Ratings & Reviews

Python for Data Analysis
Learn the Python fundamentals necessary for working with data and preparing datasets for analysis.

Data Cleaning & Visualization
Learn how to prepare messy datasets and create visualizations that communicate meaningful insights.

Introduction to Machine Learning
Understand how machines learn from data and build your first predictive models.