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.
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..
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.
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.
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
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