John Vastola – Medium

John Vastola

Pinned

John Vastola

10 Must-Know Machine Learning Algorithms for Data Scientists

Machine learning is the science of getting computers to act without being explicitly programmed.” — Andrew Ng

Dec 6, 2022

10 Must-Know Machine Learning Algorithms for Data Scientists

Dec 6, 2022

Pinned

John Vastola
in
thedatadetectives

The Ultimate Cheat Sheet for Data Scientists

If you’re a data scientist, you know all too well the vast number of SQL commands, algorithms and Excel functions that go into your job…

Jul 10, 2020

The Ultimate Cheat Sheet for Data Scientists

Jul 10, 2020

John Vastola

No One Should Use Hadoop

The Elephant Graveyard of Big Data

Apr 9

No One Should Use Hadoop

Apr 9

John Vastola
in
Level Up Coding

101 DATA SCIENCE with Cheat Sheets

(ML, DL, Scraping, Python, R, SQL, Maths & Statistics)

Apr 3

101 DATA SCIENCE with Cheat Sheets

Apr 3

John Vastola

A complete guide to using environment variables and files with Docker and Compose

Environment variables and files play a crucial role in configuring and managing applications running inside Docker containers. They allow…

Mar 26

A complete guide to using environment variables and files with Docker and Compose

Mar 26

John Vastola

6 Habits to Include in Your Daily Routine for a Long, Happy Career as a Data Scientist

Data science has emerged as one of the most exciting and in-demand fields in recent years. With the exponential growth of data and the…

Mar 21

6 Habits to Include in Your Daily Routine for a Long, Happy Career as a Data Scientist

Mar 21

John Vastola
in
Level Up Coding

TensorFlow or PyTorch: Which is Right for Me?

When it comes to deep learning frameworks, two of the most popular choices are TensorFlow and PyTorch. Both are powerful open-source…

Mar 15

TensorFlow or PyTorch: Which is Right for Me?

Mar 15

John Vastola

Your Dataset Is Imbalanced? Do Nothing!

In the world of machine learning, we often encounter datasets that are imbalanced, meaning that some classes have significantly more…

Mar 13

Your Dataset Is Imbalanced? Do Nothing!

Mar 13

John Vastola

Data Scientists Need to Know Just One Statistical Test

As a data scientist, you’re expected to have a wide range of skills and knowledge, from programming and machine learning to data…

Mar 12

Data Scientists Need to Know Just One Statistical Test

Mar 12

John Vastola

How to use Bayesian Inference for predictions in Python.md

Bayesian inference is a powerful statistical approach that allows you to update your beliefs about a hypothesis as new evidence becomes…

Mar 11

How to use Bayesian Inference for predictions in Python.md

Mar 11

John Vastola

John Vastola

Data scientist, AI enthusiast, and self-help writer sharing insights on using data science and AI for good. johnvastola.medium.com/membership

Following

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