btroy94402

bayesian_inference_pymc3

Jupyter Python notebook from conference talk on Bayesian inference with PyMC3.

bullpen

The bullpen is a collection of homemade functions and procedures for general use

creating_customer_segments_with_arvato

The data and design for this project were provided by Arvato Financial Services. I will apply unsupervised learning techniques on demographic and spending data for a sample of German households. I will preprocess the data, apply dimensionality reduction techniques, and implement clustering algorithms to segment customers with the goal of optimizing customer outreach for a mail order company.

DLTFpT

Deep Learning with TensorFlow, Keras, and PyTorch

finding_donors

The finding_donors project is a Udacity Supervised Learning project to find donors for fictitious charity 'CharityML'

kaggle_titanic_project

My first cut at a Kaggle ML competition. Initial commit will use cookie cutter sklearn, and I'll build on it from there to improve test accuracy.

LDL

Learning Deep Learning

missing-data-workshop

Matt Brems' Missing Data Workshop

self-driving-car

The Udacity open source self-driving car project

Sharing_ISL_python

An Introduction to Statistical Learning with Applications in PYTHON

btroy94402/DLTFpT

Deep Learning with TensorFlow, Keras, and PyTorch

btroy94402/self-driving-car

The Udacity open source self-driving car project

btroy94402/Sharing_ISL_python

An Introduction to Statistical Learning with Applications in PYTHON

btroy94402/bayesian_inference_pymc3

Jupyter Python notebook from conference talk on Bayesian inference with PyMC3.

btroy94402/bullpen

The bullpen is a collection of homemade functions and procedures for general use

btroy94402/creating_customer_segments_with_arvato

The data and design for this project were provided by Arvato Financial Services. I will apply unsupervised learning techniques on demographic and spending data for a sample of German households. I will preprocess the data, apply dimensionality reduction techniques, and implement clustering algorithms to segment customers with the goal of optimizing customer outreach for a mail order company.

btroy94402/finding_donors

The finding_donors project is a Udacity Supervised Learning project to find donors for fictitious charity 'CharityML'

btroy94402/kaggle_titanic_project

My first cut at a Kaggle ML competition. Initial commit will use cookie cutter sklearn, and I'll build on it from there to improve test accuracy.

btroy94402/LDL

Learning Deep Learning

btroy94402/missing-data-workshop

Matt Brems' Missing Data Workshop

btroy94402/nlp_fundamentals

btroy94402/ODSC-Reinforcement-Tutorial

btroy94402/ox_102_classifier_BT

Transfer Learning Deep Learning Classifier Project for Oxford 102 Flowers dataset

btroy94402/python-data-viz-workshop

A 3-hour workshop on data visualization in Python with notebooks and exercises for following along.

btroy94402/spiking_nn_demo

Demo notebooks for Spiking Neural Network concepts inspired by BindsNet

btroy94402/TensorFlow-LiveLessons

"Deep Learning with TensorFlow" LiveLessons

btroy94402/visualbert

Code for the paper "VisualBERT: A Simple and Performant Baseline for Vision and Language"