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04/09/2021

OkCupid

My Codecademy OkCupid Machine Learning Portfolio Project from the Data Scientist Path.

I divided the project in two sections:

  • OKCupid ID - Data Investigation

  • OkCupid TF-IDF - NLP Term Frequency–Inverse Document Frequency

Using data from OKCupid, an app that focuses on using multiple choice and short answers to match users, formulate questions and implement machine learning techniques to answer those questions.

Blog OkCupid Project

Project GitHub

OkCupid DI code

OkCupid TF-IDF code

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12/13/2020

U.S.A. Presidential Vocabulary:
My Codecademy portfolio project from the Data Scientist Path Natural Languages Processing (NLP) Course, Word Embeddings Section.

Blog U.S.A. Presidential Vocabulary

Project Python Code Presentation
 

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02/04/2021

Tweet Location:

My Codecademy Challenging Part-2 Project from the Data Scientist Path foundations of Machine Learning: Supervised Learning Course, Advance Classification Models Section.

Using Naïve Bayes Classifier Models, classify any tweet (or sentence) and predict whether that sentence came from New York, London, or Paris..

Blog Tweet Location

Code Presentation (Jupyter Notebook)

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01/31/2021

Viral Tweets:

My Codecademy Challenging Part-1 Project From The Data Scientist Path Foundations of Machine Learning: Supervised Learning Course, Advance Classification Models Section.

Predict Viral Tweets, using a K-Nearest Neighbor classifier to predict whether or not a tweet will go viral.
Note: I went be beyond the project's goal, by evaluating three different models.

Blog Viral Tweets

Code Presentation (Jupyter Notebook)

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02/18/2021

Masculinity Survey

My Codecademy Masculinity Survey Project from the Data Scientist Path Foundations of Machine Learning: Unsupervised Learning.

Find patterns in the way men view masculinity by utilizing the KMeans algorithm on a FiveThirtyEight masculinity survey data.

Blog Masculinity Project

Code Presentation (Jupyter Notebook)

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12/05/2020

Read the News Analysis, a Codecademy practice project from the 

Data Science Path Natural Languages Processing (NLP) Course,

Term Frequency-Inverse Document Frequency Section.

Blog NLP News Analysis

Project Notebook Python Code Presentation

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11/20/2020

Tennis Ace, a Codecademy ‘challenging’ project from the Data Science course Machine Learning section, supervised machine learning (linear regression model).

Blog Tennis Ace

Project Code Presentation

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08/19/2020

Analysis an A/B test from MuscleHub dataset

My Python Data Analysis Capstone Project From:

Codecademy Data Science course Python, Statistics with NumPy and Hypothesis Testing with SciPy section.

Blog MuscleHub A/B Test

Project Code Presentation

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07/13/2020

World Health Organization 

My Python Data Visualization with the Seaborn Capstone Project From:

Codecademy Data Science course Python, Data Visualization 

Blog Life Expectancy and GDP

Project Code Presentation

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06/16/2020

My Python Data Visualization with the Library Matplotlib Practice Project From:

Codecademy Data Science course Python, Data Visualization with Seaborn Matplotlib and Jupyter Notebook.

 

Visualizing Kiva Data with Seaborn
Seaborn Project Cumulative

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05/24/2020

The Jeopardy Console Game is a personnel project, an offshoot from the Codecademy Data Science path, under the Data Analysis with Pandas Python library section. 

It is a Python Pandas library based, solo player

Jeopardy console game.

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04/10/2020

My SQL Practice Project From:

 

Codecademy Data Science course SQL Analyze real Data with SQL section.Attribution Queries.

CoolTShirts, an innovative apparel shop.

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My SQL Practice Project From:

03.24/2020

Codecademy Data Science course SQL Analyze real.

Usage Funnels with Warby Parker.

Warby-Parker is a  transformative lifestyle brand with a lofty objective.

© 2020 by Alex Ricciardi.

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