04/09/2021
OkCupid
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My Codecademy OkCupid Machine Learning Portfolio Project from the Data Scientist Path.
I divided the project in two sections:
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OKCupid ID - Data Investigation
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OkCupid TF-IDF - NLP Term Frequency–Inverse Document Frequency ​
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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.
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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.
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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.
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Using Naïve Bayes Classifier Models, classify any tweet (or sentence) and predict whether that sentence came from New York, London, or Paris..
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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.
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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.
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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.
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Find patterns in the way men view masculinity by utilizing the KMeans algorithm on a FiveThirtyEight masculinity survey data.
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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.
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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).
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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.
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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
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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
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.
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It is a Python Pandas library based, solo player
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.
My SQL Practice Project From:
03.24/2020
Codecademy Data Science course SQL Analyze real.
Usage Funnels with Warby Parker.
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Warby-Parker is a transformative lifestyle brand with a lofty objective.
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