Amol MavuduruHow to use Llama for text generationA practical guide to getting started with Meta’s new large language model·11 min read·Apr 19, 2024----
Amol MavuduruinTowards Data ScienceHow to perform anomaly detection with the LOF AlgorithmAn introduction to performing outlier detection with the Local Outlier Factor (LOF) algorithm.·8 min read·Mar 22, 2024--1--1
Amol MavuduruHow to get good results when your data has class imbalances.Using imbalanced-learn to deal with imbalanced data.·5 min read·Mar 10, 2024----
Amol MavuduruinTowards Data ScienceHow to Generate Interactive Maps with FoliumUsing this Python library to create map visualizations·5 min read·Jun 26, 2023----
Amol MavuduruinTowards Data ScienceCreating Incredible Decision Tree Visualizations with dtreevizHow to visualize decision tree models with this useful library·6 min read·Jun 21, 2023--3--3
Amol MavuduruinTowards Data ScienceTDSP: When Agile Meets Data ScienceA practical guide to applying agile principles to data science projects·7 min read·Jan 23, 2023--1--1
Amol MavuduruinTowards Data ScienceWhat Occam’s Razor Means in Machine LearningA practical explanation of this law of simplicity·5 min read·Aug 9, 2022--2--2
Amol MavuduruinTowards Data ScienceHow to use Bamboolib for code-free data analysisLeveraging this pandas GUI to speed up your data exploration process·5 min read·Apr 7, 2022----
Amol MavuduruinTowards Data ScienceAre We Ready for a Fully Automated Society?Analyzing the ethical implications and limitations of using artificial intelligence to replace human jobs·8 min read·Dec 17, 2021--1--1
Amol MavuduruinTowards Data ScienceHow to perform anomaly detection with the Isolation Forest algorithmHow you can use this tree-based algorithm to detect outliers in your data·7 min read·Nov 24, 2021----