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 unsupervised models including the Latent Dirichlet Allocation (LDA) model applied to a corpus of research papers and a…☆18Updated 6 years ago
- This repo contains regression and classification projects. Examples: development of predictive models for comments on social media websit…☆44Updated 4 years ago
- Projects include the application of transfer learning to build a convolutional neural network (CNN) that identifies the artist of a paint…☆51Updated 5 years ago
- Code repo for Packt course I developed, "Beginning Data Wrangling with Python"☆29Updated 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 5 years ago
- Implementation of Linear Regression from Scratch in Python(NumPy)☆9Updated 6 years ago
- Small example on how you can detect multicollinearity☆13Updated 3 years ago
- Time Series Analysis with Python 3.x [Video], published by Packt☆29Updated 2 years ago
- ☆26Updated 5 years ago
- Machine Learning Quick Reference, published by Packt☆15Updated 2 years ago
- Repository for an online class on Exploratory Data Analysis in Python☆66Updated 5 years ago
- Data Science Portfolio☆14Updated 4 years ago
- An Interactive Approach to Understanding Supervised Learning Algorithms☆29Updated 2 years ago
- Public Repo of my machine learning project to predict home prices☆12Updated 4 years ago
- Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.☆45Updated 6 years ago
- Time Series Decomposition techniques and random forest algorithm on sales data☆57Updated 2 years ago
- Building simple ML apps with Streamlit☆24Updated 3 years ago
- Data Science Algorithms in a Week, published by Packt☆34Updated 2 years ago
- ☆33Updated last year
- An Interactive Approach to Understanding Unsupervised Learning Algorithms☆27Updated 4 years ago
- Apache Spark in 7 Days [Video], by Packt Publishing☆17Updated 2 years ago
- Code Repository for Mastering Unsupervised learning with Python, Published by Packt☆27Updated 2 years ago
- ☆25Updated 6 years ago
- Multiple linear regression with statistical inference, residual analysis, direct CSV loading, and other features☆33Updated 5 years ago
- HSE Course in Risk-Management☆13Updated 6 years ago
- Quick EDA on a data set to determine what segments there are.☆31Updated 5 years ago
- A collection of open datasets☆26Updated 3 years ago
- Collection of Open Source projects in 2020☆64Updated 10 months ago