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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

client_contact_month

In responce to: The team wants to find the month they're likely to contact the most clients, so they can schedule a product upgrade announcement. Which month does the team tend to contact the greatest percentage of its clients?

codebook-and-such

consumer-purchase-profile

The following repository will provide instructions on how to retrieve your data as well as a Jupyter Notebook on suggestions for processing the data and generating insights.

custom_monsters_and_powerful_knowledge

The main project of this repository is to create the means to relably create custom Dnd monsters without having to worry about balencing issues. The secondary purpose is to obtain and house information on 5e such that decisions can be made about what one would like for their character before purchasing the required materials from DNDBeyond.

dat_sf_19

Data Science Course at General Assembly San Francisco

dex_data

Gathering data to best plan for obtaining close to a full pokedex.

dnd-5e-ability-score-probabilities

I was curious about what the probability of different ability scores in the primary ability score generation method of D&D, so I created some Python loops and found out!

dnd-what_advantage_and_disadvantage_actually_do

I was curious about what rolling with Advantage and Disadvantage actually means, so I found out! :)

dress_reccomender

In this repository I will be teaching myself (with the help of research) how to make a recommendation system for dresses.

epijudge

EPI Judge - Preview Release

fast_food_analysis

Web scraping and analyzing data on fast foods.

google_tire_ads

human_resources_analysis

I discovered some really good data and decided to do some science on it.

james_somerton_transcripts

These are all of the transcripts from James Somerton's videos as of 12/4/2023. I would love if somebody could help me get all of these plagiarism checked.

job_search

Applying data science skills to my job search to become a Data Scientist.

loan_prediction

Goal of this projects is to learn a bit about the factors in which people will be more or less likely to recieve a loan and to get as high of an accuracy in prediction of this as possible. I'll be shooting for a 90% accuracy rate.

mini_portfolio_mt

This repository is specifically for showing relevant experience to those at the Mason Tillman firm.

most_cuteable_pokemon

neural_network_on_tweets

Building a neural network on twitter posts to identify hate speech.

nlp_of_company_earnings

The client wanted to take the Earning Call Transcripts from Finding Alpha and have them analyzed for sentiment and complexity

pokemon_of_value

gathering basic data on the goings on of varioud pokemon trading reddits and, if possible, attempting to calculate a value amount per pokemon.

predicting_cannabis_effect_on_depression_anxiety_and_stress

I discovered data on how cannabis effected depression, anxiety and stress. With the lack of proper testing of cannabis combined with the increase of legalization, I feel there's an importance in being able to understand it further. For this project I wanted to be able to predict how one would feel after ingesting cannabis.

predicting_cannabis_strain_by_effect

pythonic

Trading platform for digital currencies

rapidfire_nlp

According to The First 20 Hours, a book on skill aquisition, the best way to solidify a skill is to practice it in small-ish rapid fire sets as oppose to doing large singular projects. The idea of this project is to obtain as much information via various website API's and to perform NLP on them all as an opportunity to practice these skills.

reddit

Started as a project for DSI, now further developed into it's own explorative project.

resume

If I have not yet given you my resume, it can also be found here.

screenshots

Screenshotting state COVID data pages and config files describing said screenshots.

shiny-examples