Data Science Roadmap with Free YouTube Tutorials For 2025

Aqsazafar
5 min readSep 4, 2024

Hello everyone, I’m Aqsa Zafar, and I’m excited to guide you through a comprehensive roadmap for learning data science using free YouTube tutorials. If you’re looking to get started in data science or want to deepen your knowledge, this guide will help you with structured learning resources and practical advice. Let’s break it down step by step.

Introduction to Data Science

What is Data Science?

Data science is all about using data to make decisions and predictions. It combines skills from various fields:

  • Data Collection: Gathering data from different sources.
  • Data Cleaning: Fixing and preparing data for analysis.
  • Data Analysis: Using statistical methods to understand data.
  • Data Visualization: Creating charts and graphs to present data clearly.
  • Machine Learning: Building models that learn from data and make predictions.

Free YouTube Tutorials

Data Science Tutorial by Great Learning

  • What You’ll Learn: Basics of data science, its importance, and applications.
  • Why Watch: A solid introduction to the field and what you can do…

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Aqsazafar

Hi, I am Aqsa Zafar, a Ph.D. scholar in Data Mining. My research topic is “Depression Detection from Social Media via Data Mining”.