PinnedPraveen NellihelainTowards Data ScienceWhat is K-fold Cross Validation?Let’s say that you have trained a machine learning model. Now, you need to find out how well this model performs. Is it accurate enough to…·5 min read·Jun 30, 2022--1--1
PinnedPraveen NellihelainTowards Data ScienceHow to Build a Proper DatasetBecause bad data leads to bad models·13 min read·Sep 6, 2022----
PinnedPraveen NellihelainTowards Data ScienceClustering Algorithm Fundamentals and an Implementation in PythonThe unsupervised process of creating groups of data containing similar elements·6 min read·Sep 1, 2022--1--1
PinnedPraveen NellihelainTowards Data ScienceFeature Selection: Choosing the Right Features for Your Machine Learning AlgorithmSometimes, less is more·8 min read·Jul 13, 2022----
Praveen NellihelaWhat Is Data Preparation in Machine Learning?The Key Role of Data Preparation for Successful Machine Learning Projects·6 min read·Apr 21, 2023----
Praveen NellihelaWhat is Linear Regression?Linear Regression helps us understand relationships between different variables of our data. Let us imagine that we have a dataset that…·6 min read·Jan 10, 2023----
Praveen NellihelaA Comprehensive Guide to Python ListsEverything a coder need to know about Python lists, from beginner to advanced levels.·7 min read·Aug 20, 2022--1--1
Praveen NellihelaThe Science Behind Efficient LearningCan you become a better learner? The quick simple answer: yes, you can. You can learn better, more effectively and keep what you learned in…4 min read·Jul 29, 2022--1--1
Praveen NellihelainTowards AIK-Nearest Neighbors Algorithm- A simple overviewK-Nearest Neighbors (KNN) is one of the simplest machine learning algorithms to understand. Like many other algorithms, KNN was inspired by…·4 min read·May 13, 2022----