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Ryan Nolan

Ryan is a Data Scientist at a fintech company, where he focuses on fraud prevention in underwriting and risk. Before that, he worked as a Data Analyst at a tax software company. He holds a degree in Electrical Engineering from UCF.

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scikit-learn

One Hot Encoder

June 20, 2024 Ryan Nolan No comments yet

In the realm of machine learning and data science, preparing your data is often as crucial as the modeling itself. One of the essential preprocessing steps when working with categorical data is one-hot encoding. This technique transforms categorical variables into a format that can be provided to machine learning algorithms to improve predictions and insights. […]

Python

Python Match Case Statement

June 19, 2024 Ryan Nolan No comments yet

The match case statement in Python introduces a powerful way to handle conditional logic, akin to the switch-case statements found in many other programming languages.  By allowing you to match values against a variety of patterns and execute code based on the first pattern that is matched, the match case statement can make your code […]

LangChain

Chat With a CSV Using LangChain

June 18, 2024 Ryan Nolan No comments yet

With just a few lines of code, you can use natural language to chat directly with a CSV file. In this tutorial, I’ll be taking you line by line to achieve results in less than 10 minutes. While still a bit buggy, this is a pretty cool feature to implement in a test tool. It’s […]

LeetCode

LeetCode 182- Duplicate Emails (SQL & Python) Solutions

April 2, 2024 Ryan Nolan No comments yet

This article is going to provide the solution to LeetCode 182 Duplicate Emails. It’s an easy difficulty question. Write a solution to report all the duplicate emails. Note that it’s guaranteed that the email field is not NULL. Return the result table in any order. The result format is in the following example. LeetCode Question Link […]

LeetCode

LeetCode 181- Employees Earning More Than Their Managers (SQL & Python) Solutions

April 2, 2024 Ryan Nolan No comments yet

This article is going to provide the solution to LeetCode 181 Employees Earning More Than Their Managers. It’s an easy difficulty question. Write a solution to find the employees who earn more than their managers. Return the result table in any order. The result format is in the following example. LeetCode Question Link If you want […]

LeetCode

LeetCode 180- Consecutive Numbers (SQL & Python) Solutions

March 30, 2024 Ryan Nolan No comments yet

This article is going to provide the solution to LeetCode 180 Consecutive Numbers. It’s an easy difficulty question. Find all numbers that appear at least three times consecutively. Return the result table in any order. The result format is in the following example. LeetCode Question Link If you want to skip the article, check out […]

LeetCode

LeetCode 178- Rank Scores (SQL & Python) Solutions

March 30, 2024 Ryan Nolan No comments yet

This article is going to provide the solution to LeetCode 178 Rank Scores. It’s a medium difficulty question. Write a solution to find the rank of the scores. The ranking should be calculated according to the following rules: The scores should be ranked from the highest to the lowest. If there is a tie between […]

LeetCode

LeetCode 607 – Sales Person (SQL & Python) Solutions

March 29, 2024 Ryan Nolan No comments yet

This article is going to provide the solution to LeetCode 607 Sales Person. It’s an easy difficulty question. Write a solution to find the names of all the salespersons who did not have any orders related to the company with the name “RED”. Return the result table in any order. The result format is in […]

LeetCode

LeetCode 184 – Department Highest Salary (SQL & Python) Solutions

March 28, 2024 Ryan Nolan No comments yet

This article is going to provide the solution to LeetCode 184 Department Highest Salary. It’s a medium difficulty question. Write a solution to find employees who have the highest salary in each of the departments. Return the result table in any order. The result format is in the following example. LeetCode Question Link If you […]

LeetCode

LeetCode 175 – Combine Two Tables (SQL & Python) Solutions

March 22, 2024 Ryan Nolan No comments yet

This article is going to provide the solution to LeetCode 175. It’s an easy difficulty question. Write a solution to report the first name, last name, city, and state of each person in the Person table. If the address of a personId is not present in the Address table, report null instead. Return the result […]

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