Although nothing really changes but the date, a new year fills everyone with the hope of starting things afresh. If you add in a bit of planning, some well-envisioned goals, and a learning roadmap, you'll have a great recipe for a year full of growth. This post intends to strengthen

freeCodeCamp is a nonprofit organization offering free online coding courses and programming tutorials, covering topics such as web development, data science, and machine learning. Learners can gain practical coding skills, build real-world projects, and earn certifications to advance their careers in tech.

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Data Science Learning Roadmap for 2021

1. How to Learn About Programming or Software Engineering

2. How to Learn About Data Collection and Wrangling (Cleaning)

3. How to Learn About Exploratory Data Analysis, Business Acumen, and Storytelling

5. How to Learn About Applied Statistics and Mathematics

6. How to Learn About Machine Learning and AI