My Story
Hey there! I'm Polina, and you might know me from Instagram, where I share my data science journey.
​
I didn't have a tech degree or attend a bootcamp. Yet, after just two months of learning to code, I secured my first internship. Over the next two years, while continuously learning, I held various data roles and eventually landed a full-time job as a data scientist in a well-known consulting company.
I've created my DS Guide to share the strategies, tips, and resources I wish I had known earlier in my career. This guide answers a wide range of questions: from basic, like what programming language to learn to more in-depth ones, like how to build a portfolio that stands out. Following the steps outlined in this guide will make you more confident in programming and well-prepared for your next data science job. I am excited about your future success, so let's get started!
The GUIDE & ROADMAP
are for you if
The guide & roadmap are valuable resources for both beginners seeking a solid data science foundation and early-career professionals alike, offering valuable insights, practical strategies, and real-world examples that will elevate your career to new heights.
If You Are New to Data Science
If you are considering a career switch to data science, this guide will help you understand the steps involved and the skills you need to develop to make a successful transition.
If You Are Struggling to Navigate the Job Market
If you are looking for a data scientist job, this guide will provide valuable insights and strategies to help you stand out and succeed in the competitive market.
If You Have Non-Tech Background
If you lack technical skills but have a strong desire to break into DS, the guide & roadmap will provide you with a clear plan and resources to acquire the necessary knowledge.
If You Don't Know Which Course to Take
If you are overwhelmed by the amount of information available and need a structured approach to learning, this guide will provide you with a step-by-step plan and curated resources to follow.
If You Want Your Portfolio to Stand Out
If you want to build a great portfolio, this guide will equip you with practical advice and project ideas to effectively apply data science concepts and techniques.
If You Are Striving to Stay Current
If you want to stay up-to-date with the latest trends and technologies in DS, this guide & roadmap will serve as a valuable resource to help you navigate the rapidly evolving field.
