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Adina Steinman
Adina Steinman

21 Followers

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Jul 29, 2021

Building a Tableau Dashboard

So far, I have covered various topics involving data collection, data mining, data processing and machine learning. While all of these capabilities are important in the role of a data scientist, it is important to know how to present your findings to others in a clear, user-friendly manner. …

Data Visualization

4 min read

Building a Tableau Dashboard
Building a Tableau Dashboard
Data Visualization

4 min read


May 27, 2021

Why I chose Flatiron School

Between all of my technical-oriented posts, I thought it would be beneficial to speak a little about myself and my choice for pursuing the Data Science Program at Flatiron School. I have always been an analytical-oriented person. I began my studies at Brandeis University, focusing on business and economics. My…

Flatiron School

3 min read

Why I chose Flatiron School
Why I chose Flatiron School
Flatiron School

3 min read


May 19, 2021

Dealing with Class Imbalance

Oftentimes in Machine Learning, you are working towards solving a classification problem. For example, will someone default on their credit card payment, or pay it on time? Or, based on specific factors, will the flight be classified as delayed or non-delayed? In order to solve these problems, datasets will need…

Smote

4 min read

Dealing with Class Imbalance
Dealing with Class Imbalance
Smote

4 min read


May 12, 2021

Intro to SQL: A Beginner’s Guide

SQL is a powerful tool that is used amongst data analysts and scientists in the tech industry. Building a repertoire that includes both SQL and Python knowledge can really help give an aspiring data scientist a leg up in their job interviews, as well as on the job itself! …

Sql

4 min read

Intro to SQL: A Beginner’s Guide
Intro to SQL: A Beginner’s Guide
Sql

4 min read


Apr 5, 2021

Finding the Perfect Playlist for You

Netflix, Spotify, Facebook and many other platforms have powerful algorithms and tools that target specific advertising to their users. What makes these advertisements so powerful is their ability to cater their ads based on users existing preferences. These giants have comprehensive data that have been used to build sophisticated recommendation…

4 min read

Finding the Perfect Playlist for You
Finding the Perfect Playlist for You

4 min read


Jan 28, 2021

Building A Collaborative-Filtering Recommendation System in Surprise

Many companies use collaborative filtering recommendation systems. For example, Dick’s Sporting Goods’ advertises the message that “The more you shop, the better our recommendations are!” …

Recommendation System

5 min read

Building A Collaborative-Filtering Recommendation System in Surprise
Building A Collaborative-Filtering Recommendation System in Surprise
Recommendation System

5 min read


Dec 25, 2020

Guide to Fitting, Predicting and Creating Functions for Machine Learning Models

In the world of data science, there are a variety of machine learning models at a data scientists’ disposal. Often, we are presented with a dataset and are required to identify which ML algorithm suits our data best. …

Machine Learning

4 min read

Guide to Fitting, Predicting and Creating Functions for Machine Learning Models
Guide to Fitting, Predicting and Creating Functions for Machine Learning Models
Machine Learning

4 min read


Nov 30, 2020

Analyzing a Linear Regression Result

In statistics, a common tool is to build a linear regression model. As a data scientist, it is easy to get caught up in the technical improvements of a model: improving the R-squared, reducing the RMSEs, and removing features with high p-values. However, it is important not to lose sight…

Regression Analysis

4 min read

Analyzing a Linear Regression Result
Analyzing a Linear Regression Result
Regression Analysis

4 min read


Oct 22, 2020

Navigating my first API: the TMDb Database

The TMDb Database is a powerful, easy-to-use API. New to the world of APIs? Read below for some tips on how to get started! By now, the middle of quarantine, it is safe to say that I have watched the majority of movies on Netflix. So you can imagine that…

Data Science

5 min read

Navigating my first API: the TMDb Database
Navigating my first API: the TMDb Database
Data Science

5 min read

Adina Steinman

Adina Steinman

21 Followers

Data Science Student at Flatiron School

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