jfreds91
Data Scientist, Mechanical Engineer, custom PC builder, rock climbing enthusiast
Somerville, MA
Pinned Repositories
A3C_Doom
VizDoom played by an A3C Network on Tensorflow 2.0
Analysis-Bikeshare-data
bikeshare inline analysis
Analysis-movie-ratings
imdb top 100 rating and budget analysis
augmented-volumetric-image-generator
Customised Keras' ImageDataGenerator for 3D volumetric medical image
DAND_t1_p1
data-scientist-nanodegree
Solutions to exercises and projects for Udacity's Data Scientist Nanodegree
DEND_Capstone
ETL of large OpenDotA dataset (S3, Spark EMR, RedShift)
DSND_t2_capstone
jf_twitch_streams
Live and historical twitch streaming and viewing metrics
waifu_bot
discord bot that serves GAN images of waifus on command
jfreds91's Repositories
jfreds91/DSND_t2_capstone
jfreds91/DEND_Capstone
ETL of large OpenDotA dataset (S3, Spark EMR, RedShift)
jfreds91/data-scientist-nanodegree
Solutions to exercises and projects for Udacity's Data Scientist Nanodegree
jfreds91/jf_twitch_streams
Live and historical twitch streaming and viewing metrics
jfreds91/waifu_bot
discord bot that serves GAN images of waifus on command
jfreds91/A3C_Doom
VizDoom played by an A3C Network on Tensorflow 2.0
jfreds91/Analysis-Bikeshare-data
bikeshare inline analysis
jfreds91/Analysis-movie-ratings
imdb top 100 rating and budget analysis
jfreds91/augmented-volumetric-image-generator
Customised Keras' ImageDataGenerator for 3D volumetric medical image
jfreds91/DAND_t1_p4
A/B Testing
jfreds91/DAND_t2_p2
White Wine EDA
jfreds91/DAND_t2_p3
WeLoveDogs tweet analysis (do you like Samoyeds?)
jfreds91/DAND_t2_p4
Tableau dashboard of airport flight delays
jfreds91/DEND_Airflow
Airflow managed ETL from S3 to Redshift
jfreds91/DEND_AWS
Stand up redshift with boto3, connect to and use postgresql for staging
jfreds91/DEND_DataLake
Using AWS EMR to run a spark job which performs ETL on an S3 json dataset
jfreds91/DEND_t1_p1
Postgres Data modeling
jfreds91/DEND_t1_p2
Data Modeling with NoSQL
jfreds91/DSND_ML_Pipeline
NLP ML Pipeline for processing tweet data
jfreds91/DSND_t1_p1_charityml
Machine learning to estimate population income based on other features
jfreds91/DSND_t1_p2_image_classifier
Training a deep neural net to predict the species of a flower in an image
jfreds91/DSND_t1_p3_identify_customer_segments
Customer segments in a new market; PCA, Clustering
jfreds91/DSND_t2_p1_cardata
Data Analysis of 1990-2019 car MPG
jfreds91/DSND_t2_p3
IBM recommendation strategies
jfreds91/DSND_Term1
Contains files related to content and project of DSND
jfreds91/fashion_MNIST
using a few NNs to achieve high accuracy on the fashion MNIST data set
jfreds91/nd027-c3-data-lakes-with-spark
jfreds91/pipeline_template
Forkable starter code which contains a flexible sklearn-based pipeline implementation, improved feature importances, and logging
jfreds91/rateme
scraping of the r/rateme subreddit
jfreds91/stackoverflow
Findings from Stackoverflow 2017