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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 with data science.
Data Science Full Course by Edureka
- What You’ll Learn: Detailed coverage of key data science concepts and tools.
- Why Watch: A comprehensive course that covers a lot of ground.
Data Science Full Course For Beginners by codebasics
- What You’ll Learn: Fundamental data science topics with practical examples.
- Why Watch: Great for those just starting out and looking for beginner-friendly content.
Learn Data Science Tutorial by freeCodeCamp
- What You’ll Learn: Data science concepts and real-world applications.
- Why Watch: A detailed tutorial with hands-on examples to solidify your learning.
