Ramavath Shiva Kumar – Medium

Ramavath Shiva Kumar

he/him

Hyperplanes in Higher-Dimensional Spaces: A Practical Explanation with Example and implementation…

In machine learning, classification tasks often require identifying boundaries between classes. One of the most effective ways for…

Nov 5, 2024

Hyperplanes in Higher-Dimensional Spaces: A Practical Explanation with Example and implementation…

Nov 5, 2024

Effective Strategies for Choosing Right Method to Handle Missing Data in Machine Learning

Choosing the Best Approach to Handle Missing Data

Oct 31, 2024

Effective Strategies for Choosing Right Method to Handle Missing Data in Machine Learning

Oct 31, 2024

Demystifying Regression Metrics: MAE, MSE, RMSE & More Explained

In the world of data science and machine learning, building a regression model is only half the battle. The other half? Measuring how well…

Oct 1, 2024

Demystifying Regression Metrics: MAE, MSE, RMSE & More Explained

Oct 1, 2024

Unlocking the Secrets of Machine Learning Evaluation: Classification Metrics Explained

When building a machine learning model, developing the algorithm is only part of the process. Once the model is trained, the next crucial…

Sep 29, 2024

Unlocking the Secrets of Machine Learning Evaluation: Classification Metrics Explained

Sep 29, 2024

Hyperparameter Tuning in Machine Learning — Bayesian Optimization

Bayesian Optimization is an advanced hyperparameter tuning method that uses a probabilistic model to guide the search for the best…

Sep 24, 2024

Sep 24, 2024

Hyperparameter Tuning in Machine Learning — Part 2

Checkout part 1 of Hyperparameter tuning post, includes what is hyperparameter tuning, different types and explanation of Grid Search…

Sep 22, 2024

Sep 22, 2024

Hyperparameter Tuning in Machine Learning — Part 1

What is Hyperparameter Tuning?

Sep 18, 2024

Sep 18, 2024

Cross Validation Techniques in Machine Learning — Part 3

Part 2 was discussed in the previous includes Stratified K-fold cross-validation and Hold-out cross-validation.

Sep 17, 2024

Sep 17, 2024

Cross Validation Techniques in Machine Learning — Part 2

Continuation of Part 1, Part 1 contains definition of Cross Validation, why we use it, advantages of cross-validation and explained K-fold…

Sep 16, 2024

Sep 16, 2024

Cross Validation Techniques in Machine Learning — Part 1

Before diving to the topic, lets understand what is Cross Validation in Machine Learning, why we use it and what are the benefits of…

Sep 16, 2024

Cross Validation Techniques in Machine Learning — Part 1

Sep 16, 2024

Ramavath Shiva Kumar

Ramavath Shiva Kumar

he/him

Currently pursuing a Doctorate in AI at the University of the Cumberlands. I'm working at Albertsons as AI/ML Engineer.

Following

Help
Status
About
Careers
Press
Blog
Privacy
Terms
Text to speech
Teams