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followers: 8.0 following: 12.0 repos: 17.0 gists: 0.0

Name: Ben Bellman

Type: User

Company: 2.0 Group Advisory

Bio: Business Analytics & Data Science 📊📈 | AI | ML | Python | Excel | SQL | BI

Twitter: benbellman95

Location: San Francisco

Blog: https://www.linkedin.com/in/ben95/

About Me

Data enthusiast building products at City Innovate to revolutionalize government procurement.

5 years experience in analytics, product and operations roles.
📫 How to reach me: [email protected] LinkedIn

Data Science Projects

📦 Applied machine learning techniques on Shopify data that any store-owner can use to predict customer repeats and LTV.
🎵 Used supervised ML to predict song plays from my personal Itunes library and how my taste changed over time.
📊 Determined optimal ticket pricing strategy for ski resort using both unsupervised and supervised learning techniques.

Fun Facts:

💪 Gym & Outdoor Hiking.
🌴 Love travelling (25+ countries so far!)
🐱 My cat's name is Neighbor.

Ben Bellman's Projects

airline_sentiment_nlp

Analysis of Tweet Sentiments from Kaggle Twitter Airlines dataset.

analysis_functions_for_pandas

A list of common Pandas procedures i use for analysis.

apple_music

Using Machine Learning to predict song play count and derive insights of music tastes.

arsenal_sentiment_analysis

Use of Natural Language Processing, Twitter API to conduct a Sentiment Analysis of Arsenal Tweets.

benjaminbellman

About me

benjaminbellman.github.io

My Portfolio Website

classification_problems

Problems involving creating Classification Models.

coding_problems

Coding Problems to practice Python Logic

data_engineering_etl

Data Engineering project involving web-scraping, retrieving information from APIs and the ETL Process.

dsc_v5

Files relating to DSC V5 Curriculum

financial_models

Financial Models built using xlwings modules with Python in Excel simulating a Monte Carlo simulation

playground

Play with neural networks!

shopify_cltv_machine_learning

Use of machine learning to predict post first week spend customer LTV and repeat customers for stores that run on the Shopify platform.

ski_resort_pricing_capstone

springboard

Case Studies from Springboard Data Science Program.

talks

Presentations

telco_churn

Predicting Customer Churn of Telco Customers

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