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 5 years ago
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- Multiple linear regression with statistical inference, residual analysis, direct CSV loading, and other features☆33Updated 5 years ago
- Implementation of Linear Regression from Scratch in Python(NumPy)☆9Updated 6 years ago
- Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course …☆36Updated 5 years ago
- Scalable Data Analysis in Python with Dask, by Packt publishing☆11Updated 4 years ago
- Building simple ML apps with Streamlit☆24Updated 3 years ago
- ☆28Updated last year
- Code repo for Packt course I developed, "Beginning Data Wrangling with Python"☆30Updated 4 years ago
- Work for Mastering Large Datasets with Python☆18Updated 2 years ago
- Code Repository for Mastering Unsupervised learning with Python, Published by Packt☆27Updated 2 years ago
- An Interactive Approach to Understanding Unsupervised Learning Algorithms☆28Updated 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
- This is the presentation on - What are the key points one should consider if they will be appearing in Data Science job interview☆40Updated 6 years ago
- Exploratory Data Analysis with Pandas and Python 3.x, published by Packt☆44Updated 2 years ago
- Scikit-image-book-built-with-Jupyter-book☆11Updated 4 years ago
- Contains code and presentation for my interactive hack session, 'Effective Feature Engineering: A Structured Approach to Building Better …☆30Updated 4 years ago
- Yellowbrick is an open source, Python project that extends the scikit-learn API with visual analysis and diagnostic tools☆13Updated 5 years ago
- Various conv nets using TensorFlow, Keras, or other tools☆14Updated 6 years ago
- Symbolic computation using SymPy and various applications☆20Updated 6 years ago
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- Create Interactive Dashboards with Streamlit and Python Coursera☆10Updated 4 years ago
- Small example on how you can detect multicollinearity☆13Updated 3 years ago
- Recency, Frequency, and Monetary are three behavioral attributes and are quite simple, in that they can be easily computed for any databa…☆15Updated last year
- ☆23Updated 4 years ago
- General math scripts and important algorithms' implementation in Python 3☆21Updated 7 years ago
- Code snippets from Jason Brownlee's ML and Deep Learning books.☆12Updated 8 years ago