Notes to Self
Discrete distributions Uniform Distribution Bernoulli Distribution Binomial Distribution Poisson Distribution Continuous distributions Normal Distribution Standard Normal distribution Student’s T distribution Chi-squared distribution Exponential Distribution More here: Exploring The Different Types Of Probability Distribution Function
Linear Regression Polynomial Regression Logistic Regression Quantile Regression Ridge Regression Lasso Regression Elastic Net Regression Principal Components Regression (PCR) Partial Least Squares (PLS) Regression Support Vector Regression Ordinal Regression Poisson Regression Negative Binomial Regression Quasi Poisson Regression Cox Regression Tobit Regression
1. Improve productivity Improve 3x tasks process efficiency each month Cut back on 3x unnecessary activities each month Refine your bookmarks once per month 2. Improve transparency Have at least one meaningful coaching moment with each team member per month Share be vulnerable at least one time per month with your team 3. Improve systems […]
Optimal organizational structure is essential There is a lot written on the topic of making organizations more efficient. Structure is important but people are more important. Structure is ultimately there to catch the mistakes of people. And we all make mistakes so a framework is necessary for scaling. If you have the right structure supporting […]
Complexity is a cost both in science and in business The second law of thermodynamics states that every closed system grows disordered with time. This holds for all physical systems from the universe to your garden, your kitchen cabinets, and your work systems. Human nature, however, likes order. We constantly strive to work in the […]
“If you know the enemy and know yourself, you need not fear the result of a hundred battles.” Sun Tzu You have to know your site, your team, and your customers and be creative – that is a given. You have to know the landscape and what everyone else that matters is doing. So for […]
What is enterprise SEO? It is SEO for very large complex sites. What sets it apart really is the complexity. Keep in mind that complexity is a cost in itself. The goal is to make an impact while reducing that cost. Enterprise websites are wonderful puzzles and here I offer a way to solve them. […]
How to organize your workflow for optimal efficiency? The short answer is get disciplined, get organized, and add structure so you minimize the number of moving parts. That way you can focus on the parts that are inevitably moving. For the long answer, read on. One of my earliest childhood memories is that I could […]
Photo by vardan harutyunyan on Unsplash Listen to the universe Listen! Your world is likely speaking to you daily. The daily obstacles you and your team face are the treasure trove of opportunities needed to streamline your operations. Indeed, the obstacles are the path, and distilling sustainable solutions out of them is the name of […]
Photo by Tim Swaan on Unsplash This post is part of the series Notes to Self. Welcome to the jungle Let’s start with a natural system. Enter a forest for example. It is comprised of many plant species that can thrive at different levels: trees, shrubs, heather, grass, moss, etc. Within each layer, there are […]