Thread by @ibneafraz

Unleash the Power: The Data Science Roadmap 🚀

You Can Learn Data Science And Boost Your Career With Data Science, You Can Learn Online There Are Many Free Resources Available For It! 💪🔬

Here Is Complete Roadmap For Data Science 🗺️

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Step 1:

Learn A Language

1) Python(Recommended)

a. Learn Basics (Variable,if-else,loops,conditions)

b. Learn Libraries Like Numpy, Panda By Using These We Can Interact With Data.

Step 2:

Learn Math

a. Statistics : (mean, median, mode, variance, standard deviation, basics of graphs etc.)

b. Linear Algebra (matrices, vectors, eigen values etc.)

c. Calculus (limits, continuity, dy/dx etc.)

d. Probability (distribution, bayes theorem etc.)

Step 3:

Learn Data Visualization:

If You Hear These Words And You Are Making It Complex So Plz Don't When You Start Exploring You Will Be Expert!

a. Learn Matplotlib/Seaborn

b. Basics of Excel

c. Some Advanced Tools : Tableau, Power BI

Learn Machine Learning

Machine Learning Is Another Sub Term You Can Find It Here!

Step 5:

Start using Kaggle : 

During this journey : You will also need to learn tools & technologies like :

1. SQL

2. Git&Githubkaggle.com

I hope you've found this thread helpful.

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