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Data Science Cheatsheet: Roadmap, Portfolio, Resources & More

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Data Science Cheatsheet: Roadmap, Portfolio, Resources & More

You’ve heard the buzzwords: “AI,” “Big Data,” “Machine Learning.” Maybe you’ve even Googled “How to become a data scientist?” Look no further! This cheat sheet is your one-stop guide to cracking the data scientist code. 

Strap in because you are about to ride the information superhighway to career glory! 🚀

Data Science Cheatsheet | Steps to becoming a Data scientist


Portfolio Perfection: Showcase Your Data Science Prowess

A data scientist without a portfolio is like a chef without —how will anyone know what you’re cooking? 🍳📊 This means you need to whip up a portfolio to showcase of your skills, one project at a time! Here’s how to do it–

Data Science Cheatsheet | Steps to building a portoflio

Suggested Projects to Build Your Data Science Portfolio

Here are some project ideas to showcase your skills and creativity.

Data Science Cheatsheet | Portfolio ideas and suggestions for all levels


Salary Trends for Data Scientists 💸

Curious about how much data scientists earn in India? Let's break it down by experience and location to give you a clearer picture of the potential in this field! 💰

Data Science Cheatsheet | Salary graph by experience

Data Science Cheatsheet | Salary graph by location

Curious about how to hit the top salary brackets? 🚀 Upskill with our Data Science Mastery Course and start building a career that pays as much as it excites you! 🧑‍💻


Must-Have Data Visualization Tools

The right tools make visualizing data a breeze. Here are five must-have tools for data visualization that can take your analysis to the next level.

Data Science Cheatsheet | Tools table Data Science Cheatsheet | Tableau data visualisation tool Data Science Cheatsheet | Power BI data visualisation tool Data Science Cheatsheet | Google Data Studio– data visualisation tool Data Science Cheatsheet | Plotly– data visualisation tool Data Science Cheatsheet | Qlik View– data visualisation tool


Ace Your Data Science Interview With These Resources

Preparing for a data science interview? Check out these essential articles that will guide you every step of the way!

Data Science Cheatsheet | Practice


Top Companies Hiring Data Scientists

Here’s a quick list of the major sectors and companies hiring data scientists:

Sector

Companies

Tech Giants

Google, Amazon, Microsoft, Meta, Apple, Cisco

Finance

JPMorgan Chase, Goldman Sachs, PayPal, Wells Fargo

Healthcare

Pfizer, Johnson & Johnson, Novartis

E-commerce

Walmart, Flipkart, Shopify

Consulting

Deloitte, PwC, EY

Startups–
AI & Tech

Algorithmia, TheMathCompany, Civis Analytics, Resurface Labs

Explore the entire #5DaysInterviewPrep Series to boost your chances of landing a job. Data Science Cheatsheet | Data science job and internship opportunities

Edited by
Shivani Goyal
Manager, Content

An economics graduate with a passion for storytelling, I thrive on crafting content that blends creativity with technical insight. At Unstop, I create in-depth, SEO-driven content that simplifies complex tech topics and covers a wide array of subjects, all designed to inform, engage, and inspire our readers. My goal is to empower others to truly #BeUnstoppable through content that resonates. When I’m not writing, you’ll find me immersed in art, food, or lost in a good book—constantly drawing inspiration from the world around me.

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Maaz Anwar 5 days ago

Very helpful
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