A complete walkthrough of ML systems development lifecycle and need for MLOps

ML Systems Engineering and Operations with their Stakeholders — Image generated by Author


Guidelines and questions to hedge the risk associated with an ML project

Photo by Brett Jordan on Unsplash


How to think holistically while defining your ML problems

Photo by James Peacock on Unsplash

Reframing


Art of transforming research experiments in Jupyter notebooks to production pipelines using TensorFlow extended, Apache beam, Kubeflow, and GCP

Architecture powered by TensorFlow Extended — Image by Author


Why do people find it overwhelming to land their first job in Data Science

Photo by Michał Parzuchowski on Unsplash


A tutorial to build a simple Tableau dashboard

Thumbnail image by the Author for the video version of the blog.

Pre-requisites for this quick tutorial


Building a habit of reading research papers and everything you need to get started!

Image by author


A comprehensive guide to landing freelancing projects on web and data science.


Building your own learning track to master the art of applying data science

High-level Data Science Roadmap


A list of topics to kickstart your journey towards becoming a Data Scientist in Finance

Photo by Adam Nowakowski on Unsplash

Harshit Tyagi

Web & Data Science Instructional Designer | YouTuber | Writer https://www.youtube.com/c/DataSciencewithHarshit

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