Compilation of resources and insights that helped me on my journey to data scientist

Overview

Data Science Career Resources

Compilation of resources and insights that helped me on my journey to data scientist. Reposted for readability:

The Big List of Data Science Interview Resources

Introduction

Data science can seem like an intimidating field to get into. I know this first hand. Throughout my journey, I've learned a lot. I've also documented a lot. Through this process, I’ve accumulated a bunch of useful resources that helped me with learning new concepts, doing impactful work, interviewing at top tech companies, and more. This repo is an attempt to ‘open-source’ my experience and insights becoming a data scientist. Enjoy! For more on me and what I'm up to, you can head over to my website.

Data Science Interview Resources

With this by your side, you should have more than enough material at your disposal the next time you’re prepping for a big interview or suring up fundamental concepts. Being updated and improved on constantly.

Data Science and Software Engineering Intern Roles

This list is a compilation of over 200+ undergraduate intern roles from Summer 2018 that were explicitly centered around data science and software engineering. You can use this as a jumping off point for your next job search.

Compilation of Advice for New and Aspiring Data Scientists

This post was designed to make it a little easier for aspiring data scientists to find all of the excellent advice out there from experts in the field. The majority of the ideas are condensed from 6 posts that I found especially helpful.

5 Lessons from a Data Science Intern at a Tech Unicorn

A reflection of lessons and advice from my time at a Data Science Intern working at Unity Technologies in San Francisco, CA. My goal is to share a handful of actionable lessons, takeaways, thoughts, and advice from the memorable experience.

5 Resources to Inspire Your Next Data Science Project

Have you ever wanted to start a new project but you can’t decide what to do? First, you spend a couple hours brainstorming ideas. Then days. Before you know it, weeks have gone by without shipping anything new. In this post, my intention is provide some useful resources to springboard you into your next data science project.

The Hitchhiker's Guide to Machine Learning in Python

Learn how to implement 8 fundamental machine learning algorithms in Python over the course of 8 minutes or less by leveraging the power of scikit-learn and Python for data science.

Python for Data Science: 8 Concepts You May Have Forgotten

If you’ve ever found yourself looking up the same question, concept, or syntax over and over again when programming, you’re not alone. Here’s the stuff that I’m always forgetting when working with Python, NumPy, and Pandas.

13 Essential Newsletters for Data Scientists

Think of your newsletter subscriptions as an elite force of smart, specialized people working to bring you the latest and most valuable information well worth your time. Data science moves fast, you should too.

An Ode to the Type A Data Scientist

Data science isn't entirely about machine learning. Here I make the argument for the value provided by skills and actions associated with the often overlooked and under-appreciated, Type A Data Scientist.

When Your Job Is Done as a Data Scientist

As Data Scientists, there is very little that is black and white. We do our work in a world of grey. We need to do a better job of consistently reminding ourselves that our primary focus should be to drive impact.

The Edge You Need at Your Next Interview

This post is designed to help you achieve an edge in data science interviews by laying out a multi-step system to product knowledge and ideation that I’ve used with a lot of success.

Owner
Conor Dewey
Product at Metabase. Previously growth at Hugo and data science at Squarespace.
Conor Dewey
Obfuscate your Python scripts better, faster.

⚜️ Berserker ⚜️ An unique Python3 obfuscator using Kyrie Eleison's encryption protocol, written in Python3. 📋 Examples 📋 Unobfuscated: input("Hello

Billy 81 Dec 07, 2022
Ensure secure infrastructure and consistency with the firewall rules

Python Port Scanner This script tries to check if it's possible to make a connection with the specific endpoint port. This is very useful to ensure se

Allan Avelar 7 Feb 26, 2022
自动化爆破子域名,并遍历所有端口寻找http服务,并使用crawlergo、dirsearch、xray等工具扫描并集成报告;支持动态添加扫描到的域名至任务;

AutoScanner AutoScanner是什么 AutoScanner是一款自动化扫描器,其功能主要是遍历所有子域名、及遍历主机所有端口寻找出所有http服务,并使用集成的工具进行扫描,最后集成扫描报告; 工具目前有:oneforall、masscan、nmap、crawlergo、dirse

633 Dec 30, 2022
Dumps the payload.bin image found in Android update images.

payload dumper Dumps the payload.bin image found in Android update images. Has significant performance gains over other tools due to using multiproces

Rasmus 7 Nov 17, 2022
A python package with tools to read and postprocess the output of the channel DNS-solver (davecats/channel), as well as its associated postprocessing tools.

Python tools for davecats/channel A python package with tools to read and postprocess the output of the channel dns solver, as well as its associated

Andrea Andreolli 1 Dec 13, 2021
cve-2021-21985 exploit

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xnianq 105 Nov 22, 2022
Monty Hall Problem simulation written in Python.

Monty Hall Problem Simulation monty_hall_sim is a brute-force method of determining the optimal strategy for the Monty Hall Problem. Usage Set boolean

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Fast Fb Cracking Tool

fb-brute Fast Fb Cracking Tool 🏆

Aryan 8 Jun 29, 2022
EMBArk - The firmware security scanning environment

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emba 175 Dec 14, 2022
POC of CVE-2021-26084, which is Atlassian Confluence Server OGNL Pre-Auth RCE Injection Vulneralibity.

CVE-2021-26084 Description POC of CVE-2021-26084, which is Atlassian Confluence Server OGNL(Object-Graph Navigation Language) Pre-Auth RCE Injection V

antx 9 Aug 31, 2022
INFO 3350/6350, Spring 2022, Cornell

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CVE-2021-21985 VMware vCenter Server远程代码执行漏洞 EXP (更新可回显EXP)

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CVE-2021-21972

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Keith Lee 30 Nov 19, 2022
🔐 A simple command-line password manager.

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A Simple File Encryptor/Decryptor

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Scarecrow is a tool written in Python3 allowing you to protect your Python3 scripts.

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Billy 33 Sep 28, 2022
𝙾𝚙𝚎𝚗 𝚂𝚘𝚞𝚛𝚌𝚎 𝚂𝚌𝚛𝚒𝚙𝚝 - 𝙽𝚘 𝙲𝚘𝚙𝚢𝚛𝚒𝚐𝚑𝚝 - 𝚃𝚎𝚊𝚖 𝚆𝚘𝚛𝚔 - 𝚂𝚒𝚖𝚙𝚕𝚎 𝙿𝚢𝚝𝚑𝚘𝚗 𝙿𝚛𝚘𝚓𝚎𝚌𝚝 - 𝙲𝚛𝚎𝚊𝚝𝚎𝚍 𝙱𝚢 : 𝙰𝚕𝚕 𝚃𝚎𝚊𝚖 - 𝙲𝚘𝚙𝚢𝙿𝚊𝚜𝚝 𝙲𝚊𝚗 𝙽𝚘𝚝 𝙼𝚊𝚔𝚎 𝚈𝚘𝚞 𝚁𝚎𝚊𝚕 𝙿𝚛𝚘𝚐𝚛𝚊𝚖𝚖𝚎𝚛

𝙾𝚙𝚎𝚗 𝚂𝚘𝚞𝚛𝚌𝚎 𝚂𝚌𝚛𝚒𝚙𝚝 - 𝙽𝚘 𝙲𝚘𝚙𝚢𝚛𝚒𝚐𝚑𝚝 - 𝚃𝚎𝚊𝚖 𝚆𝚘𝚛𝚔 - 𝚂𝚒𝚖𝚙𝚕𝚎 𝙿𝚢𝚝𝚑𝚘𝚗 𝙿𝚛𝚘𝚓𝚎𝚌𝚝 - 𝙲𝚛𝚎𝚊𝚝𝚎𝚍 𝙱𝚢 : 𝙰𝚕𝚕 𝚃𝚎𝚊𝚖 - 𝙲𝚘𝚙𝚢𝙿𝚊𝚜𝚝 𝙲𝚊𝚗 𝙽𝚘𝚝 𝙼𝚊𝚔𝚎 𝚈𝚘𝚞 𝚁𝚎𝚊𝚕 𝙿𝚛𝚘𝚐𝚛𝚊𝚖𝚖𝚎𝚛

CodeX-ID 2 Oct 27, 2022
A proof-of-concept exploit for Log4j RCE Unauthenticated (CVE-2021-44228)

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Pedro Havay 20 Nov 11, 2022
Description Basic Recon tool for beginners. Especially those who faces issue on how to recon or what all tools to use

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Harinder Singh 7 Jan 03, 2022
TCP/UDP port scanner on python, usong scapy and multiprocessin

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Egor Krokhin 1 Dec 05, 2021