PinnedSatish Chandra GuptaAbout Me — Satish Chandra GuptaI look at Machine Learning through Software Developer’s Lens.5 min read·Jan 12, 2022--3--3
PinnedSatish Chandra GuptainTowards Data ScienceMLOps: Machine Learning LifecycleMachine Learning Lifecycle for MLOps era brings model and software development together to build ML-assisted products·10 min read·Sep 28, 2022--2--2
PinnedSatish Chandra GuptainTowards Data ScienceArchitecture for High-Throughput Low-Latency Big Data Pipeline on CloudScalable and efficient data pipelines are as important for the success of analytics and ML as reliable supply lines are for winning a war.·9 min read·Mar 4, 2020--13--13
PinnedSatish Chandra GuptainTowards Data ScienceSQL vs. NoSQL Database: When to Use, How to ChooseDifference between SQL and NoSQL databases. Deep dive, decision tree, and cheatsheet to choose the best for your data type and use case.·11 min read·Jun 7, 2021--11--11
Satish Chandra GuptainGeek CultureThe Rise of ChatGPT: Separating Hype from RealityWhat ChatGPT can and can’t do for you, and how to make it your friend rather than foe.·6 min read·Feb 13, 2023--1--1
Satish Chandra GuptainTowards Data ScienceSurvey of Machine Learning LifecycleEvolution of ML life cycle from resource-constrained batch data mining to MLOps at the cloud scale.·14 min read·Sep 12, 2022--1--1
Satish Chandra GuptainLevel Up CodingServerless Computing on AWS, Azure, and Google CloudUnderstand the cloud deployment landscape and pick the best alternative for your app, team, and business.·10 min read·Aug 2, 2022----
Satish Chandra GuptainTowards Data ScienceSQL Joins: Inner, Left, Right, and FullVarious types of SQL Joins and how to make them fast·7 min read·Jul 13, 2022----
Satish Chandra GuptainTowards Data Science50 Public Sources for Machine Learning DatasetsBest places to find free datasets to kickstart your machine learning and data science projects.·8 min read·Jul 7, 2022----
Satish Chandra GuptainGeek CultureTop 10 Programming Languages Portfolio for 2022What if programming languages were stocks? And you had to make a portfolio to fetch good returns in 2022?·7 min read·Dec 19, 2021--3--3