Best MLOps workflow to upscale ML lifecycles
MLops streamlines the process of production, maintaining and monitoring the ML model
An argument against using Jupyter Notebook for Machine Learning
As outlined by Damien Benveniste, a machine learning tech lead at Meta, in a detailed LinkedIn post, Jupyter fails to provide a ‘robust framework for reproducibility and maintainable codebase for ML systems’.
Understand the Significance of T-Test and P-Value Using Python
The T-test is a hypothesis testing method that helps in testing the significance of two or more groups and determining the important differences between the groups being compared. It is a variation of inferential statistics and is mostly used with datasets that possess a normal distribution but with unidentified variances.
When Open Source And Cyber Security Bonds: Kali Linux, The Go-To OS For Penetration Testing
When we talk about hacking, the first thing comes to our mind is a guy in a hoodie who is involved in data fraud, identity theft, and maybe even cyber terrorism (thanks to Hollywood!) However, this is not the scenario all the time; not all hacking is necessarily the criminal, destructive act. There is one […]
5 Python Unit Test Frameworks To Learn In 2019
Testing applications have become a necessary skill set to become a proficient developer today. The Python community supports testing and the Python standard library has well-built tools to support testing. In the Python environment, there are abundant testing tools to handle the complex testing needs. Unittest Inspired by the JUnit framework and having similar characteristics, […]
Software Engineers Have Become Key Players In Data Science Teams
There is a lot of confusion around how a data science team of a company looks like and what members it has and what is the role of each member in his/her area of expertise. One of the greatest confusions is the great divide between data science and the engineering experts in a data science […]
Machine Learning Can Be A Game Changer In Solar Panel Inspection
Over the past few decades, inspection methods in industrial processes have seen a sea of change. Diverse inspection techniques such as non-destructive testing (NDT), especially machine vision, have become game-changers. With research and technology fuelling these innovations, processes have become optimised and products have become almost defect-free once released onto the market. Of late, machine […]
