Meemansha Priyadarshinimeemansha.hashnode.dev·Nov 18, 2024Deciding Between Standardization and Normalization: Key GuidelinesWhen working on Machine Learning projects, we often need to adjust the data to make algorithms run faster and more efficiently. This adjustment involves methods like Normalization and Standardization. Normalization $$X normalized = X-Xmin/Xmax- Xmin$...Discuss·1 likestandardization
Kagan Demirhindikagantalks.com·Sep 25, 2024Productized ServicesAre you looking for a way to monetize your talents and achieve financial freedom? Look no further than productized services, a powerful business model that's transforming how professionals offer their skills to the market. What Are Productized Servic...Discuss·1 likebusiness
Kshitij Shresthkshitijshresth.hashnode.dev·Aug 24, 2024Feature Engineering: A Key Step in Building Effective Machine Learning ModelsBefore feeding raw data into a machine learning model, we need to process and transform it to create features that the model can understand and learn from. This process is known as feature engineering. It involves several steps, each aimed at enhanci...Discussfeature engineering
Anix Lynchgozeroshot.dev·Aug 4, 2024Standardization (Z-Scores) helps make data "apple to apple🍎"?We'll use a school grading system across different subjects as our analogy. import numpy as np import pandas as pd from sklearn.preprocessing import StandardScaler # Example data: test scores in different subjects data = { 'math_score': [65, 70,...DiscussZ-Scores
Aamina Stechbyabeginner.hashnode.dev·Mar 1, 2024Technology Standardization and Web StandardsTechnology standardization is the reason that our web experience is so seamless, we can switch from diverse platforms and still feel at ease. From the seamless rendering of web pages to the interoperability of mobile apps, adherence to standardized p...Discussw3c
Omid Eidivandiserverlessfolks.com·Sep 10, 2023The meaningfulness of Events via standardization ( Part 4 )In this part of the series, I'll focus on Filtering and Versioning optimization in EDA. Some From The Past In the previous parts, we focused on Event Envelope Promises documenting Validation Filtering Event Driven Design introduces some comple...Discuss·39 readsstandardization
Daniel HavenforSlauth.io - The IAM Copilot's blogblog.slauth.io·Jul 18, 2023Exploring the Need for a Widely Adopted API Protocol in the Cyber IndustryThe cyber industry's rapid growth has revolutionized how we live and work, ushering in a new era of connectivity and digital innovation. However, despite the industry's advancements, a widely adopted API (Application Programming Interface) protocol s...Discuss·167 readsSecurity and IAM trendsAPIs
Abhay swarnakarabhayswarnakar.hashnode.dev·Jun 28, 2023Feature ScalingFeature scaling is a data preprocessing technique that involves transforming the value of features or variables in a dataset to a similar scale. Feature scaling can vary your results a lot while using certain algorithms and have minimal or no effect ...Discuss·1 like·116 readsPython 3
Eng.TipsforEng.TIPSeng.tips·Jun 3, 2023Using Technical Leverage to Fight DebtI've never worked at a company, or even on a team/project, that didn't suffer from and generate "technical debt" in some way, shape, or form. These days, there's no avoiding it. Our industry is moving too fast across too many dimensions for any team ...Discuss·34 readstechnical-debt
Mayank Sahaicodingmoon.hashnode.dev·Apr 29, 2023ECMA and ECMAScript: What You Need to KnowMany people, whether new to the development field or with experience, have doubts and confusion around ECMA and ECMAScript.😵💫 In this article, we'll get it straight once and for all.😯 Standardization in the Computer Industry: Standardization play...Discuss·6 likes·41 readsECMA and ECMAScriptJavaScript
