CoursesAI & Data ScienceData Science Tutorial
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Data Science Tutorial

Learn Data Science from beginner to advanced with practical examples, data analysis, statistics, visualization, model workflows, and insight-driven problem solving.

60 Lessons
Step by step
25 Hours
Estimated duration
18.5K
Students enrolled
Certificate
Upon completion
Start Learning Free

What You'll Learn

Data Science Foundations Introduction
Data Science Foundations Core Concepts
Data Science Foundations Workflow Patterns
Data Science Foundations Practical Examples
Data Science Foundations Best Practices
Working with Data Introduction

Course Content

60 lessons • 25 hours total
Course Progress0% Complete

Practice editor is inside each lesson

Open any lesson to use the Try It Yourself editor with course-specific practice code.

Open First Lesson
01

Module 1

5 lessons • 75 minutes

Try It Yourself available

Try It Yourself
Data Science Foundations IntroductionTry It Yourself available
9:07Try It Yourself
Data Science Foundations Core ConceptsTry It Yourself available
11:17Try It Yourself
Data Science Foundations Workflow PatternsTry It Yourself available
13:27Try It Yourself
Data Science Foundations Practical ExamplesTry It Yourself available
15:37Try It Yourself
Data Science Foundations Best PracticesTry It Yourself available
17:47Try It Yourself
02

Module 2

5 lessons • 75 minutes

Try It Yourself available

Try It Yourself
Working with Data IntroductionTry It Yourself available
15:42Try It Yourself
Working with Data Core ConceptsTry It Yourself available
17:52Try It Yourself
Working with Data Workflow PatternsTry It Yourself available
19:02Try It Yourself
Working with Data Practical ExamplesTry It Yourself available
9:12Try It Yourself
Working with Data Best PracticesTry It Yourself available
11:22Try It Yourself
03

Module 3

5 lessons • 75 minutes

Try It Yourself available

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Statistics Basics IntroductionTry It Yourself available
9:17Try It Yourself
Statistics Basics Core ConceptsTry It Yourself available
11:27Try It Yourself
Statistics Basics Workflow PatternsTry It Yourself available
13:37Try It Yourself
Statistics Basics Practical ExamplesTry It Yourself available
15:47Try It Yourself
Statistics Basics Best PracticesTry It Yourself available
17:57Try It Yourself
04

Module 4

5 lessons • 75 minutes

Try It Yourself available

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Data Cleaning IntroductionTry It Yourself available
15:52Try It Yourself
Data Cleaning Core ConceptsTry It Yourself available
17:02Try It Yourself
Data Cleaning Workflow PatternsTry It Yourself available
19:12Try It Yourself
Data Cleaning Practical ExamplesTry It Yourself available
9:22Try It Yourself
Data Cleaning Best PracticesTry It Yourself available
11:32Try It Yourself
05

Module 5

5 lessons • 75 minutes

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Exploratory Analysis IntroductionTry It Yourself available
9:27Try It Yourself
Exploratory Analysis Core ConceptsTry It Yourself available
11:37Try It Yourself
Exploratory Analysis Workflow PatternsTry It Yourself available
13:47Try It Yourself
Exploratory Analysis Practical ExamplesTry It Yourself available
15:57Try It Yourself
Exploratory Analysis Best PracticesTry It Yourself available
17:07Try It Yourself
06

Module 6

5 lessons • 75 minutes

Try It Yourself available

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Visualization Techniques IntroductionTry It Yourself available
15:02Try It Yourself
Visualization Techniques Core ConceptsTry It Yourself available
17:12Try It Yourself
Visualization Techniques Workflow PatternsTry It Yourself available
19:22Try It Yourself
Visualization Techniques Practical ExamplesTry It Yourself available
9:32Try It Yourself
Visualization Techniques Best PracticesTry It Yourself available
11:42Try It Yourself
07

Module 7

5 lessons • 75 minutes

Try It Yourself available

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Hypothesis and Metrics IntroductionTry It Yourself available
9:37Try It Yourself
Hypothesis and Metrics Core ConceptsTry It Yourself available
11:47Try It Yourself
Hypothesis and Metrics Workflow PatternsTry It Yourself available
13:57Try It Yourself
Hypothesis and Metrics Practical ExamplesTry It Yourself available
15:07Try It Yourself
Hypothesis and Metrics Best PracticesTry It Yourself available
17:17Try It Yourself
08

Module 8

5 lessons • 75 minutes

Try It Yourself available

Try It Yourself
Modeling Concepts IntroductionTry It Yourself available
15:12Try It Yourself
Modeling Concepts Core ConceptsTry It Yourself available
17:22Try It Yourself
Modeling Concepts Workflow PatternsTry It Yourself available
19:32Try It Yourself
Modeling Concepts Practical ExamplesTry It Yourself available
9:42Try It Yourself
Modeling Concepts Best PracticesTry It Yourself available
11:52Try It Yourself
09

Module 9

5 lessons • 75 minutes

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Business Insight Communication IntroductionTry It Yourself available
9:47Try It Yourself
Business Insight Communication Core ConceptsTry It Yourself available
11:57Try It Yourself
Business Insight Communication Workflow PatternsTry It Yourself available
13:07Try It Yourself
Business Insight Communication Practical ExamplesTry It Yourself available
15:17Try It Yourself
Business Insight Communication Best PracticesTry It Yourself available
17:27Try It Yourself
10

Module 10

5 lessons • 75 minutes

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Dashboards and Reporting IntroductionTry It Yourself available
15:22Try It Yourself
Dashboards and Reporting Core ConceptsTry It Yourself available
17:32Try It Yourself
Dashboards and Reporting Workflow PatternsTry It Yourself available
19:42Try It Yourself
Dashboards and Reporting Practical ExamplesTry It Yourself available
9:52Try It Yourself
Dashboards and Reporting Best PracticesTry It Yourself available
11:02Try It Yourself
11

Module 11

5 lessons • 75 minutes

Try It Yourself available

Try It Yourself
Workflow and Tooling IntroductionTry It Yourself available
9:57Try It Yourself
Workflow and Tooling Core ConceptsTry It Yourself available
11:07Try It Yourself
Workflow and Tooling Workflow PatternsTry It Yourself available
13:17Try It Yourself
Workflow and Tooling Practical ExamplesTry It Yourself available
15:27Try It Yourself
Workflow and Tooling Best PracticesTry It Yourself available
17:37Try It Yourself
12

Module 12

5 lessons • 75 minutes

Try It Yourself available

Try It Yourself
Projects and Best Practices IntroductionTry It Yourself available
15:32Try It Yourself
Projects and Best Practices Core ConceptsTry It Yourself available
17:42Try It Yourself
Projects and Best Practices Workflow PatternsTry It Yourself available
19:52Try It Yourself
Projects and Best Practices Practical ExamplesTry It Yourself available
9:02Try It Yourself
Projects and Best Practices Best PracticesTry It Yourself available
11:12Try It Yourself

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Practice this course here with Data Science Foundations Introduction.

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Requirements

  • No prior coding experience needed
  • A computer with internet access
  • Any modern web browser (Chrome, Firefox, Safari)
  • Text editor (VS Code recommended)

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Instructor

Instructor Ali Moavia
Ali Moavia
Senior Web Developer

Full-stack developer with 3+ years of experience. Passionate about teaching web technologies.

50K+ students
12 courses

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