04/09/2021
OkCupid
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
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.
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.
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..
Code Presentation (Jupyter Notebook)
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.
Code Presentation (Jupyter Notebook)
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.
Code Presentation (Jupyter Notebook)
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.
11/20/2020
Tennis Ace, a Codecademy ‘challenging’ project from the Data Science course Machine Learning section, supervised machine learning (linear regression model).
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.
07/13/2020
World Health Organization
My Python Data Visualization with the Seaborn Capstone Project From:
Codecademy Data Science course Python, Data Visualization
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.
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.
Warby-Parker is a transformative lifestyle brand with a lofty objective.