Harshil PatelCustom Object Detection using TensorFlow — Part 3 (Google Colab)So we saw how to train custom object detection model locally now we will see how to train model in google colab.3 min read·Aug 30, 2023--1--1
Harshil PatelHow To Conduct A/B Testing In Machine Learning?When working for a product-based, eCommerce, or media company, you might be unsatisfied with the engagement numbers. You might want to…8 min read·Jul 14, 2022----
Harshil PatelinCensiusMLOps vs. DevOps vs. ModelOpsIt’s the age of automation, and it’s not just in manufacturing. Nowadays, systems of all kinds are being automated to reduce human error…15 min read·May 26, 2022----
Harshil PatelFive Reasons Why Companies Have To Adopt MLOps In 2022Over the past couple of years, machine learning has been a popular topic in the tech world. The need for MLOps is evident with the growing…9 min read·May 23, 2022----
Harshil PatelHow to use MLflow to Track and Structure Machine Learning Projects?Machine Learning is an expensive, experimental process. Every step has to be meticulously planned, and every input is required to have a…6 min read·May 16, 2022----
Harshil PatelWhy is DVC Better Than Git and Git-LFS in Machine Learning ReproducibilityIn recent years, machine learning has been a recurring theme at many AI conferences and in the popular press. Yet, for a topic so widely…10 min read·May 16, 2022----
Harshil Patel101 Guide on Apache Airflow OperatorsA 101 guide on some of the frequently used Apache Airflow Operators with detailed explanation of setting them up(with code)…7 min read·May 9, 2022----
Harshil PatelWhat Is Concept Drift And Why Does It Go Undetected?Breaking down concept drift and explaining the best method to avoid them…8 min read·May 7, 2022----
Harshil PatelWhich library should I use? Apache Spark, Dask, and Pandas Performance Compared(With Benchmarks)Choosing a library can be challenging. Spark, pandas, and Dask all provide unique features. We will compare their performance in this…11 min read·Apr 22, 2022----
Harshil PatelApache Superset Review: Features, Architecture & InstallationExplore what Apache Superset is, what benefits it offers, how to get started with it, and what makes the Superset platform unique from…9 min read·Mar 31, 2022----