Joel Proctor Catching Black Swans @ AIM Personal projects and whimsical thoughts.

cloud gaming on aws

when your laptop doesnt cut it... provision a g3s.xlarge for its NVIDIA Telsa M60 of course

pragmatic realism

why philosophy needs a new purpose (and an oversimplification of the great philosopher's teachings

python, django, and bootstrap4

for when you want simple *and* elegant

python, windows, and ec2

configuring a python environment on ec2 with a windows machine

analytics application architectures - part 4

alternate sclablable application architectures with automated deployment workflows, model lineage and versioning; my preferred stack

analytics application architectures - part 3

sclablable application architectures with automated deployment workflows, model lineage and version control

analytics application architectures - part 2

sclable application architectures for building, deploying and maintaining ml models

analytics application architectures - part 1

a quick & easy application architectures for building, deploying and maintaining ml models

data quality checklist

collection of items to review when assessing data quality of a RDBMS

good reads

books i have read, am reading and will read

postgres + docker 19.03.8 + windows

setting up a [mostly] persistent cost effective and scalable storage option

study material & useful links

ds & ml guides, best-practices, statistics fundamentals, ensemble bible and other useful study tools to maximize your value when delivering data science applications

tools and todos

resources I use frequently, shout out to instrumental developers in the community and projects I am currently interested in.

dataism, optimizing happiness

analysis of mood and associated factors

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economics of commercial aquaponics

meta analysis on economic viability of commercial aquaponic, aeroponic and hydroponic farming methods

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fantasy football workload prediction theory

suggested improvements on the current player projected point scoring mechanism.

impact group

my [brief] journey though finance.

task management procedure

how i distill and manage tasks, requests and projects requirements from multiple sources / inputs.

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verticals in data & analytics

framework for building an innovation lab and measuring relative value of skills

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defining intelligence and randomness

Frameworks for defining intelligence and randomness

rfm analysis core template

sample of how to pull data, categorize and score customers based on their purchasing behavior.