MachineLearningInterview

3.47K subscribers

55 videos

Preparing for a Machine Learning / Data Sciece Interview ? Machine Learning Interview Decoded : Machine Learning , Deep Learning, Natural Language Processing...

Latest Videos

Goodharts Law Metric Drift

Batch Gradient Descent vs Mini-Batch Gradient Descent vs Stochastic Gradient Descent

What is Layer Normalization

Batch Normalization in Deep Neural Networks

Normalization in Deep Neural Network

What is the Median Absolute Deviation (MAD)

Some Risks of Building with LLMs and Generative AI

Gower Distance for Mixed Data

Understanding Mixed Data

SMOTE for Handling Imbalanced Datasets

Inverse Propensity Weighing (IPW)

What is Rejection Sampling

Correlation vs Causation

Techniques for Anomaly Detection

Z-Score for Outlier Detection

METEOR A metric for Machine Translation

BLEU Score for evaluating text generation NLP tasks

Machine Translation An Overview

Interpretable AI Global vs Local Interpretability

Global Surrogate Model for Interpretable AI

Complement Naive Bayes Classifier

Do we need Optimization for Machine Learning

Why learn Linear Algebra for Machine Learning

Voting, Averaging & Stacking Multiple ML Models Ensemble Learning

Why do we need Probability and Statistics to build Machine Learning Models

Fairness in Machine Learning Metrics based on Confusion Matrix

How to Optimize Pandas Code

Should I Transition to a Data Science Career

Learning Math For ML

The Page Rank Algorithm