webpage - https://ajitsingh98.github.io/interview_preparation/

Greetings 👋!

This repository is your golden ticket 🎟️ for acing data science interviews. Compiled here is a treasure trove 🏆 of topics you're likely to encounter during your data science journey. For better navigation and understanding, I've sorted the syllabus into neat categories and have made a serving page at https://ajitsingh98.github.io/interview_preparation/

Dive into our vast collection of over 1000+ questions 📚 across different domains, complete with answers derived from thorough research and my personal insights. Found an error or have suggestions? Feel free to shoot me an email 📧 at sajit9285@gmail.com or connect with me on LinkedIn.

Contributions are always welcome 🤝! If you're itching to add your two cents, just hit me up with a pull request or ping me on LinkedIn.

Happy Learning! 🎓

• 🖥️ Basics of Computer Science
• 💻 Coding Questions (In Python)
• 🧮 Vector and Matrices
• 📚 Calculus and Algorithmic Differentiation
• 🗂️ Basics of Information Theory
• 📊 Descriptive Statistics
• 🎲 Probability
• 🔍 Inferential Statistics
• 📈 Linear Regression
• 📉 Logistic Regression
• 🕸️ Support Vector Machine
• 🌟 Ensemble Techniques
• 🧠 General Concepts in Neural Networks
• 🖼️ Convolutional Neural Networks
• 🔄 Recurrent Neural Networks
• 🔀 Transformers and Advanced Topics
• 👁️ Computer Vision Topics
• 🗣️ Natural Language Processing Questions
• 🤖 Unsupervised Learning
• 📜 SQL Questions