Accounting
Measuring and reporting financial information…or…Keeping track of all the moneys
Ads To Analysis
How to Get from FB, Insta, And YouTube Data to Analysis
Bar Charts
Rectangluar Data Nuggets
Big Data
What is Big Data?
Business Tools
All the Stuff Your Business Needs
Business Strategy
How To Do Business Baby!
Buying a House
What have I learned
Capacity Engineering
But can you do it at scale?
Chemical Engineering
My alma mater
Data Cleaning
Glorified data plumbers
Cloud Computing
The wonders of cloud computing
D3.js
Data Visualization package in JavaScript
Data Science in Manufacturing
If you’re in manufacturing, how can data science help?
Data Science in Social Media
Cue: The Algorithms
Data Bricks
An open and unified data analytics platform for data engineering and analytics
Data Collection
You can’t spell ‘data science’ without ‘data/!
Data Sets
Data is the new oil
Data Science
What is Data Science?
Exploratory Data Analysis (EDA)
Exploring your data to understand what it looks like. Be inside of it!
Error Metrics
How Good is Your Prediction? Or maybe, How Bad is Your Prediction?
Fonts
How Text Appears
Getting Started With Data Science
So you want to understand how to get started in data science
Buying a House
Fixing Stuff; Lessons That Dad Shoulda Taught Ya
Line Charts
The best graph out there?
The most underrated platform to build a brand
LiveStreaming
Important things to remember when Livestreaming
Posting on Medium
Modern publishing
MongoDB
Document Oriented Database
Neural Nets
The sexiest of all statistics
Master of Analytics @ Georiga Tech
How is it?
Principal Component Analysis
From 100 dimensions to 2 using PCA
Principal Component Analysis
From 100 dimensions to 2 using PCA
Python Classes
Classes provide a means of bundling data and functionality together.
Strings in Python
Hello, World!
Python Tuples
Immutable Objects, whatever that means…
How To Learn Python
Where do I start?
Queues and Service times
What Chick-Fil-A is way good at
R
Coding for Statistical Pirates
Random Numbers
1, 4, 7, 2, 9, 8, 2
Resources
Where To Go If You Want To Learn More
SQL
SQL Intro
SQLite
Once you obtain your data, you have to store it.
Six Sigma
Process Improvement Lifestyle
Tables
Numbers organized
Time Series
All About Time
APIs
API = Application Programming Interface
Boosting
Machine learning that sounds cool
Careers
How to Grow Your Job
Clustering
Finding natural groups within the data
Colors
Visual Perceptions of Sensational Joy
Control Charts
iS ThIS DAta OuT oF CoNTroL!!
Cross Validation
To Fit Or Not Over Fit
Dash
Dashboard / Web Application using Plotly’s Dash
dask
Dask is an opensource, free Python library to increase parallel computations with very large data sets. Some applications include: satelliete images, medical...
Data Sets
Data is the new oil
Data Visualization
A picture is worth 1000 words
Density Estimation
Like histograms, only better
Docker
Like histograms, only better
Performance and Capacity Engineering - Facebook
Solving the problem of connecting the world
Financial Management
Managing Money
Gaussian Mixture Models
Using curves to classify
Git Overview
What are the benefits of using Git
GitHub Pages
How did I make this website?
Graph Analytics
Graph Theory
IDE
Choices, choices, choices
Innovation
creating
Inventory Analytics
Keeping it all in stock through numbers
Investing
$$$
JavaScript
What is JavaScript and Stuff
Jobs
Where to look for data science jobs?
Jupyter Notebook
Most intuitive Python Environment
Kubernetes
Kubernetes is an open-source container orchenstration system for automating computer application deployment, scaling, and management
Licenses
What can you use when?
Linear Regression
y=mx+B
Tips For Markdown
Make pretty text documents
matplotlib
Python Plots!!!
NetworkX
Network Plots in Python
Online Learning
Modern Education
OpenShift
The sexiest of all statistics
Optimization
Find the best. With math.
Pandas Basics
The backbone of DS in Python
Podcasts
Learning via Listening
Predicting the Stock Market via Python
I’ll remember you when I’m making millions
Probability
What Are The Odds?
Data Science Projects
Don’t know what to do??
Dictionaries in Python
Words:Important
Quality Analytics
How do you make sure there is quality?
Regressions Trees in Random Forest
Picture acres and acres of linear regression
Requests
HTTP Requests
Scala
Scala
Sports Analytics
Soccer
Getting Started With Data Science
What To Learn?
Statistics Basics
Correlation vs Causation
Supply Chain
Operations and Supply Chain Management (OSCM)
Support Vector Machine (SVM)
The intuitive thought process for SVM is you want your decision boundary to not be very close to any of your data points. That gives the classifier some marg...
WordPress
One Way To Code Websites