Lance Galletti – Medium

Lance Galletti

Pinned

Lance Galletti

Why Data Privacy Matters

Most online platforms are proprietary software. This means the only part of the digital world that is and will ever be visible is the…

3 min readOct 7, 2021

--

Why Data Privacy Matters

--

Lance Galletti

Kmeans ++ From Scratch

An intuitive explanation of kmeans++ and its short-comings

7 min readFeb 22, 2024

--

Kmeans ++ From Scratch

--

Lance Galletti

You’re Thinking About Randomness Wrong

Randomness is not the unknown. Randomness is a process whose outcome is unknowable.

6 min readFeb 13, 2024

--

1

You’re Thinking About Randomness Wrong

--

1

Lance Galletti

Singular Value Decomposition

A simplified walk-through of one of the most foundational tools in Data Science

8 min readOct 19, 2023

--

Singular Value Decomposition

--

Lance Galletti

Gradient Descent

An intuitive introduction with animations

5 min readApr 11, 2023

--

Gradient Descent

--

Lance Galletti

GMM Clustering From Scratch

Using the EM algorithm

9 min readMar 21, 2023

--

GMM Clustering From Scratch

--

Lance Galletti

Hypothesis Testing: (Almost) Everything you need to know

Intuition for hypothesis testing with simple examples

8 min readNov 25, 2022

--

Hypothesis Testing: (Almost) Everything you need to know

--

Lance Galletti

Support Vector Machines From Scratch

Using the perceptron algorithm

5 min readOct 31, 2022

--

1

Support Vector Machines From Scratch

--

1

Lance Galletti

10 Things You Should Know Before Writing a Kubernetes Controller

The controllers in this article respond to APIs defined by Custom Resource Definitions (as opposed to Aggregated API servers). We will be…

12 min readDec 6, 2021

--

4

10 Things You Should Know Before Writing a Kubernetes Controller

--

4

Lance Galletti

Tuning Neural Networks Part III

What Activation Functions Allow You To Learn

12 min readNov 23, 2021

--

Tuning Neural Networks Part III

--

Lance Galletti

Lance Galletti

Lecturer @Boston University. Principal Software Engineer @Red Hat. Watch my DS videos https://youtube.com/@howithinkabout Always refining.

Following

Help
Status
About
Careers
Press
Blog
Privacy
Terms
Text to speech
Teams