Technical Blog
Tag: Algorithms / Numerical Techniques
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Technical Walkthrough
Jul 20, 2022
Dealing with Outliers Using Three Robust Linear Regression Models
Linear regression is one of the simplest machine learning models out there. It is often the starting point not only for learning about data science but also for...
13 MIN READ
Technical Walkthrough
May 06, 2022
Accelerating High-Volume Manufacturing for Inverse Lithography Technology
Inverse lithography technology (ILT) was first implemented and demonstrated in early 2003. It was created by Danping Peng, while he worked as an engineer...
6 MIN READ
Technical Walkthrough
Mar 31, 2022
Merge Sort Explained: A Data Scientist’s Algorithm Guide
Data Scientists deal with algorithms daily. However, the data science discipline as a whole has developed into a role that does not involve implementation of...
8 MIN READ
Technical Walkthrough
Jan 20, 2022
Natural Language Processing First Steps: How Algorithms Understand Text
This article will discuss how to prepare text through vectorization, hashing, tokenization, and other techniques, to be compatible with machine learning (ML)...
10 MIN READ
Technical Walkthrough
Dec 09, 2021
Insertion Sort Explained–A Data Scientists Algorithm Guide
Algorithms are commonplace in the world of data science and machine learning. Algorithms power social media applications, Google search results, banking systems...
7 MIN READ
News
Aug 03, 2020
Facebook’s AI Model Outmatches Competitors in Poker
Facebook researchers developed a reinforcement learning model that can outmatch human competitors in heads-up, no-limit Texas hold’em, and turn endgame...
2 MIN READ