PinnedPankaj JainaniinTowards Data ScienceAlleviating Gradient IssuesExploring various options to overcome Vanishing or Exploding Gradient issues while training Neural Network using Gradient Descent…Mar 11, 2021Mar 11, 2021
Pankaj JainaniinTowards Data ScienceDesign Patterns for Distributed TransactionsUnderstanding Event Sourcing, Command Query Responsibility Segregation (CQRS), Change Data Capture (CDC), and the Outbox PatternMar 30, 20225Mar 30, 20225
Pankaj JainaniCLOUD-NATIVE MIGRATION SERVICESUNDERSTANDING THEIR CAPABILITIES & LIMITATIONSFeb 25, 2022Feb 25, 2022
Pankaj JainaniinTowards Data ScienceML Ops with Azure Machine LearningHigh-level Conceptual Overview of ML DevOps Pipeline implementation frameworkJan 5, 2022Jan 5, 2022
Pankaj JainaniinTowards Data ScienceAzure Cognitive Services: Exploring Cognitive VisionPart 1: Overview of Azure Cognitive Vision services to process and classify images from the Computer Vision domain of Deep LearningJul 21, 2021Jul 21, 2021
Pankaj JainaniRealtime Multiplayer Game — Solution ArchitectureHigh-level Solution Architecture based on Microsoft Azure PaaSJun 22, 2021Jun 22, 2021
Pankaj JainaniMachine Learning Process & FrameworksThe gist of Machine Learning Process frameworks — KDD, CRISP-DMMay 27, 2021May 27, 2021
Pankaj JainaniinTowards Data ScienceIntroducing Azure Databricks for Data ScienceApr 30, 2021Apr 30, 2021
Pankaj JainaniinTowards Data ScienceAzure Synapse Analytics — IntroductionA brief overview of what, why, and how for Azure Synapse AnalyticsFeb 21, 2021Feb 21, 2021
Pankaj JainaniinTowards Data ScienceWell-Architected Framework — Achieve Reliability on CloudOvercoming business loss by incorporating reliability framework for application’s solution architectureFeb 8, 2021Feb 8, 2021