PinnedSivakar SivainTowards Data ScienceDimensionality Reduction for Data Visualization: PCA vs TSNE vs UMAP vs LDAVisualising a high-dimensional dataset using: PCA, TSNE, LDA and UMAP·10 min read·May 31, 2020--5--5
Sivakar Siva4 Data “Terms” You Should Consider Knowing Before Creating your first Data Pipeline at scaleData Lineage, Data Quality, Data Observability & Data Governance·5 min read·Jul 29, 2021----
Sivakar SivainTowards Data ScienceMost Useful Date Manipulation Functions in SparkDeep dive into the most interesting date functions with clear examples·5 min read·Jul 20, 2021--2--2
Sivakar SivainTowards Data ScienceTop Most Common Data Modelling Interview Questions Everyone Should KnowUnderstand the fundamentals behind SQL, NoSQL, Relational Databases, and much more…·8 min read·Jun 8, 2021--2--2
Sivakar SivainThe StartupScikit-Learn Pipeline for Your ML ProjectsTutorial on how to extract the best out of this pipeline to get the best out of your projects·7 min read·Jan 20, 2021----
Sivakar SivainTowards Data ScienceMost Important Pandas Functions(Full Tutorial)Going through the most important functions and commands of this library on a single Dataset.·10 min read·Dec 27, 2020--2--2
Sivakar SivainTowards Data ScienceHow to Create Beautiful GIF(s) in Python for your Data AnalysisInteractivity and animation in a few lines of code·4 min read·Dec 10, 2020--4--4
Sivakar SivainTowards Data ScienceMost useful Python functions for Time Series AnalysisAll these Functions will be tested on a use case, helping you better your analysis and get better insights·8 min read·Nov 24, 2020----
Sivakar SivainTowards Data ScienceStatistical Testing: Understanding How to select the best test for your data!This post is geared towards aspirant data scientists and machine learning (ML) learners & practitioners.·7 min read·Aug 11, 2020--4--4
Sivakar SivainTowards Data ScienceThe Data Science Life-CycleA Step by Step Analysis: From Business Understanding to Model Monitoring·13 min read·Jun 30, 2020----