What is an ML model?
Author(s): Or Izchak Image by Ali Shah LakhaniβββUnsplash Machine Learning Models play a vital part in Artificial Intelligence. In simple words, they are mathematical representations. In other words, they are the output we receive after training aΒ process. What a machine learning model …
Make Your Dashboard Stand Out β Dendrogam Chart
Author(s): Memphis Meng Originally published on Towards AI. Impress your audience and bosses! Image by Tableau.com This member-only story is on us. Upgrade to access all of Medium. To me, Tableau is the only kind of tool that allows me to do …
Integrating Human-in-the-Loop (HITL) in machine learning is a necessity, not a choice. Hereβs why?
Author(s): Supriya Ghosh Originally published on Towards AI. Machine Learning Source β Picture by Andy Kelly on Unsplash To integrate, Human-in-the-Loop (HITL) in Machine Learning, first and foremost is understanding HITL, its need, benefits, and approaches. What is Human-in-the-Loop (HITL)? Human-in-the-Loop (HITL) …
Dimensional Reduction β Feature Selection Part 1
Author(s): Himanshu Tripathi Originally published on Towards AI. Letβs learn about Dimensionality Reduction This member-only story is on us. Upgrade to access all of Medium. Photo by Edu Grande on Unsplash In the previous article, we learned about what is Dimensional Reduction …
6 Types of AI Bias Everyone Should Know
Author(s): Ed Shee Originally published on Towards AI. Fairness In my previous blog, we looked at the difference between Bias, Fairness, and Explainability in AI. I included a high-level view of what Bias is but this time weβll go into more detail. …
OpenAI Threw Resources at Book Summarization Task (Paper Review/Explained)
Author(s): Ala Alam Falaki Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Explain the βRecursively Summarizing Books with Human Feedbackβ paper and its effectiveness. Photo by MikoΕaj on Unsplash You might be familiar …
How Much Training Data Do You Require For Machine Learning?
Author(s): Gaurav Sharma Originally published on Towards AI. Machine Learning Image by startuphub.ai It is a crucial component of machine learning (ML), and having the proper quality and amount of data sets is critical for accurate outcomes. The more training data available …
Make Your Dashboard Stand Out β 3D Bar Chart
Author(s): Memphis Meng Originally published on Towards AI. Impress your clients and bosses! Image by tableau.com This member-only story is on us. Upgrade to access all of Medium. To me, Tableau is the only kind of tool that allows me to do …
BLUPs and shrinkage in Mixed Models
Author(s): Dr. Marc Jacobs Originally published on Towards AI. Data Visualization Using SAS Mixed Models are a great tool for estimating variance components and using those estimates to provide predictions. The predictions coming from Mixed Models are called Best Linear Unbiased Prediction(BLUP), …
7 Ways to Identify and Handle Missing Data | 3 Ways You Should Not
Author(s): Raja Dev Originally published on Towards AI. Data Science 7 Ways to Identify and Handle Missing Data U+007C 3 Ways You Should Not 10 Strategies to Prepare High-Quality Data for ML Image from Canva Pro Good Data Scientists acknowledge the reasons …
Exploratory Data Analysis on Mercedes Benz Car Models
Author(s): Sarvesh Talele Originally published on Towards AI. Analysis of Mercedes Benz Models and some additional insights which assist in making business decisions. Tableau Dashboard (Image by Author) This article will analyze the important variables which go into determining a Mercedes Benz …
Exploring Google Images To Search For Data Science Content
Author(s): Angelica Lo Duca Originally published on Towards AI. Some tips on how to improve your search strategies on Google This member-only story is on us. Upgrade to access all of Medium. Image by Author Over the last years, searching on Google …