Basics

Mastering the Basics: How Linear Regression Unlocks the Secrets of Complex Models

Full explanation on Linear Regression and the way it learnsEventually we arrived to a fairly good model. The true values I used to generate those numbers were and after only 50 iterations, the...

Discover AWS Lambda Basics to Run Powerful Serverless Functions

Find out how I navigated organising AWS Lambda for the primary timeThis text walks you thru how I got began using AWS Lambdas. The article goals to indicate you methods to arrange an AWS...

Back to Basics: Databases, SQL, and Other Data-Processing Must-Reads

Feeling inspired to jot down your first TDS post? We’re at all times open to contributions from recent authors.Our collective attention has focused so intensely on LLMs previously 12 months or so, that it’s...

A bird’s eye view of linear algebra: the fundamentals

We predict basis-free, we write basis-free, but when the chips are down we close the office door and compute with matrices like fury.Linear algebra is a fundamental discipline underlining anything one can do with...

Google’s Free Must-Take Courses for Your Machine Learning Journey in 2023 Course 1: Python Basics for Data Analytics Course 2: Data Science Course 3: Data Science with...

💡I write about Machine Learning on Medium || Github || Kaggle || Linkedin. 🔔 Follow “Nhi Yen” for future updates!In today’s rapidly evolving technological landscape, data science and machine learning have emerged as crucial...

An Introduction to Credit Risk in Banking: BASEL, IFRS9, Pricing, Statistics, Machine Learning — PART 1 Table of Contents The Basics To Credit Risk in Banking:...

Hello, and welcome to my blog series! I actually have all the time desired to share my thoughts and insights on credit risk within the banking industry. As a Junior Author and Data Scientist/Quant,...

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