marcotav / website-publications-and-data-science-portfolio
This is a list of my published works. For more details check my Google Scholar profile.
☆10Updated 4 years ago
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- This repo contains a detailed exploratory analysis of the West Nile Virus outbreak in the US and a statistical analysis of SAT and ACT de…☆10Updated 6 years ago
- This repo contains regression and classification projects. Examples: development of predictive models for comments on social media websit…☆44Updated 5 years ago
- This repo contains unsupervised models including the Latent Dirichlet Allocation (LDA) model applied to a corpus of research papers and a…☆18Updated 6 years ago
- Projects include the application of transfer learning to build a convolutional neural network (CNN) that identifies the artist of a paint…☆51Updated 6 years ago
- Code repo for Packt course I developed, "Beginning Data Wrangling with Python"☆30Updated 4 years ago
- Small example on how you can detect multicollinearity☆13Updated 3 years ago
- Some course contents☆9Updated 5 years ago
- Contains code and presentation for my interactive hack session, 'Effective Feature Engineering: A Structured Approach to Building Better …☆30Updated 4 years ago
- ☆26Updated 5 years ago
- Code Repository for Mastering Unsupervised learning with Python, Published by Packt☆27Updated 2 years ago
- Implementation of Linear Regression from Scratch in Python(NumPy)☆9Updated 6 years ago
- Detailed notes and code to learn the basics of machine learning with scikit-learn.☆35Updated 8 years ago
- Mastering Machine Learning Algorithms Second Edition, published by Packt☆62Updated 4 years ago
- ☆25Updated 6 years ago
- ☆14Updated 5 years ago
- Hands-on Python for Finance [Video], Published by Packt☆32Updated 4 years ago
- Exploratory Data Analysis with Pandas and Python 3.x, published by Packt☆44Updated 2 years ago
- Templates, code and notes for Kirill Eremenko's Machine Learning course☆72Updated 5 years ago
- ☆17Updated 4 years ago
- This repo contains my natural language processing projects including the use of neural language models for text generation based on Spino…☆25Updated 6 years ago
- Linear Optimization Portfolio☆9Updated 5 years ago
- In this repository I document my learnings from the course on Udemy - udemy.com/course/credit-risk-modeling-in-python/☆17Updated 5 years ago
- An Interactive Approach to Understanding Unsupervised Learning Algorithms☆28Updated 4 years ago
- My work for the KPMG (open to public) challenge for bank customer segmentation based on its annual banking industry survey. Dimension of …☆13Updated 7 years ago
- Python codes and Jupyter Notebooks for the Dow Jones DNA NLP applied research paper.☆16Updated 6 years ago
- ☆23Updated 4 years ago
- Data Analysis and Exploration with Pandas, published by Packt☆17Updated 4 years ago
- Create Interactive Dashboards with Streamlit and Python Coursera☆10Updated 4 years ago
- An Interactive Approach to Understanding Supervised Learning Algorithms☆29Updated 2 years ago
- Statistical Methods & Applied Mathematics in Data Science, Published by Packt☆27Updated 4 years ago