Insights from our Team blogs

Explore our blogs to discover how ML can accelerate your career, get insider tips on FAANG interview prep, and dive into technical insights that give you a competitive edge.

Next webinar starts in

Days

Hrs

Mins

Secs

Machine Learning System Design Interview: Crack the Code with InterviewNode

Santosh Rout

1. IntroductionImagine this: You’ve just landed an interview with a top tech company like Google, Amazon, or Meta for a...

15 min read

Dec 19, 2024

CNNs for Machine Learning Interviews: Key Concepts & Tips

Santosh Rout

1. What are Convolutional Neural Networks (CNN)?Convolutional Neural Networks, or CNNs, are a specialized class of deep...

15 min read

Oct 22, 2024

Comprehensive Guide to Feature Engineering for ML Interviews

Santosh Rout

1. Introduction to Feature EngineeringFeature engineering is the process of creating and transforming raw data into mean...

14 min read

Oct 22, 2024

Common Pitfalls in ML Model Evaluation and How to Avoid Them

Santosh Rout

1. IntroductionMachine learning (ML) models are increasingly deployed across industries, influencing everything from per...

12 min read

Oct 21, 2024

Ensemble Learning Techniques: Boosting, Bagging, and Stacking Explained

Santosh Rout

1. Introduction to Ensemble LearningOne technique that consistently stands out in ML for enhancing model performance is...

24 min read

Oct 21, 2024

Semi-Supervised and Self-Supervised Learning: Interview Perspectives

Santosh Rout

1. Introduction to Semi-Supervised and Self-Supervised LearningIn the realm of machine learning, the rise of data-driven...

14 min read

Oct 19, 2024

Understanding the Bias-Variance Tradeoff in Machine Learning

Santosh Rout

1. IntroductionIn the fast-evolving world of machine learning (ML), building models that generalize well to unseen data...

7 min read

Oct 18, 2024

Deep Learning Architectures and Their Application in Interviews

Santosh Rout

IntroductionIn the fast-growing field of machine learning (ML), expertise in deep learning has become a crucial differen...

13 min read

Oct 14, 2024

Real-World Applications of Reinforcement Learning in Interviews

Santosh Rout

1. Introduction to Reinforcement Learning and its Importance in Interviews Reinforcement Learning (RL) has emerged...

18 min read

Oct 7, 2024

Ace Your Reinforcement Learning Interview: The Ultimate Guide to RL Concepts and Real-World Questions

Santosh Rout

1. Introduction Reinforcement Learning (RL) has rapidly emerged as one of the most impactful fields within artifici...

19 min read

Sep 28, 2024

Recommendation Systems: Cracking the Interview Code

Santosh Rout

1. IntroductionRecommendation systems have become an integral part of our digital lives. Whether it's Netflix suggesting...

18 min read

Sep 26, 2024

NLP Interview Prep: Key Concepts and Questions

Santosh Rout

1. Introduction to NLP in Interviews bhbghjbhjhNatural Language Processing (NLP) is one of the most exciting and rapidly...

15 min read

Sep 26, 2024

Start Your Journey

Book a Cohort

Career Roadmap Call

Start Learning

Land Your ML Job

Next webinar starts in

Days

Hrs

Mins

Secs