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beginner 8 levels · ~55 min

Data Science for Beginners: Zero to Hero

How raw data becomes real decisions - statistics, tools, and the full pipeline from collecting data to building your first model.

Prerequisites
None — this course starts from zero. Just curiosity and a willingness to learn.
What You'll Learn
  • Explain what data science actually is, and how it differs from data analytics and machine learning
  • Describe the data lifecycle: collect, clean, explore, model, communicate
  • Understand core statistics concepts used in everyday data work
  • Read basic Python/pandas-style data operations conceptually
  • Choose the right chart to tell a data story clearly
  • Explain how a machine learning model actually learns from data

Data science sits at the crossroads of statistics, programming, and business sense. This course walks you through the full pipeline - collecting and cleaning data, finding patterns with statistics, visualizing what you find, and taking your first steps into machine learning - without assuming you've written a line of code before.

Course Outline
What Is Data Science, Really?
The Data Lifecycle: Collect, Clean, Explore
Statistics Fundamentals
Working With Data: Python & Pandas Concepts
Telling Stories With Data Visualization
Intro to Machine Learning
Career Paths & Building a Portfolio
Final Check: Are You Ready?
Quiz
Real Remote Jobs Using This Skill
Data Scientist (Fraud)
Moniepoint
Remote
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