Machine Learning

9 posts

Machine LearningData Science

Mastering Logistic Regression: Tackling Non-Linear Data with Feature Transformation

January 14, 20267 min read

#machine-learning#logistic-regression#feature-engineering#data-science

MLOpsMachine Learning

How to log metrics and data at different lines in the code but at the same time-step using Wandb

December 5, 20244 min read

#wandb#mlops#logging#deep-learning

MLOpsMachine Learning

Managing Your Machine Learning Workflow with Weights & Biases Artifacts

November 22, 20243 min read

#wandb#mlops#artifacts#machine-learning+1

Machine LearningDeployment

Hosting Machine Learning Model Demos with Hugging Face Spaces and Streamlit

September 14, 202310 min read

#machine-learning#huggingface#streamlit#deployment+1

Machine LearningMathematics

Statistical Learning Theory Part 4

June 21, 20214 min read

#machine-learning#statistical-learning#mathematics#vapnik

Machine LearningMathematics

Statistical Learning Theory Part 1

June 25, 20206 min read

#machine-learning#statistical-learning#mathematics#probability

Machine LearningData Science

Evaluation Metrics Part 1

June 20, 20204 min read

#machine-learning#data-science#evaluation-metrics#statistics

Deep LearningMachine Learning

K-Fold Cross Validation for Deep Learning using Keras

March 20, 20205 min read

#deep-learning#keras#machine-learning#cross-validation

Machine LearningFederated Learning

Understanding Federated Learning: Privacy-Preserving Distributed Training

October 15, 20244 min read

#privacy#distributed-systems#pytorch#transformers+1