Interviews

Resources for interview preparation

Basics of Python programming

• Lists, Tuples, Dictionaries, Conditionals, Loops
• Data Structures & Algorithms
• Algorithm Design
• Numpy
• Regex

Programming Questions

• LeetCode
• Hackerrank

Data Manipulation

• Pandas
• Pandas Cheatsheet
• SQLAlchemy
• Odo

Visualization

• Matplotlib
• Seaborn
• Plotly

Machine Learning and Deep Learning

• Scikit-Learn
• Deep Learning

A collection of articles/books that can be used as a checklist before a technical interview

• 50+ basic questions for any programming related roles
• 10 Must Know Algorithms
• Big-O CheatSheet
• Time series algorithms cheat sheet
• Practical statistics for Data Scientists
• A quick intro to SQL
• SQL quick practice
• Hackerrank Quick Prep

Handling the job search process – There are a lot of resources, but I feel these two are a must read

• Mindset book
• On being resilient during job search
• Mistakes to avoid during an interview

All the above resources are collected from updates on LinkedIn and google search. Also check out the following notebooks on my repo for quick intros

• Regex
• Core NLP and TextBlob