PinnedJohn Vastola10 Must-Know Machine Learning Algorithms for Data ScientistsMachine learning is the science of getting computers to act without being explicitly programmed.” — Andrew Ng·7 min read·Dec 6, 2022--5--5
PinnedJohn VastolainthedatadetectivesThe Ultimate Cheat Sheet for Data ScientistsIf 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…·6 min read·Jul 10, 2020--5--5
John VastolainLevel Up Coding101 DATA SCIENCE with Cheat Sheets(ML, DL, Scraping, Python, R, SQL, Maths & Statistics)·5 min read·Apr 3, 2024----
John VastolaA complete guide to using environment variables and files with Docker and ComposeEnvironment variables and files play a crucial role in configuring and managing applications running inside Docker containers. They allow…·4 min read·Mar 26, 2024----
John Vastola6 Habits to Include in Your Daily Routine for a Long, Happy Career as a Data ScientistData science has emerged as one of the most exciting and in-demand fields in recent years. With the exponential growth of data and the…·4 min read·Mar 21, 2024----
John VastolainLevel Up CodingTensorFlow 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…·4 min read·Mar 15, 2024----
John VastolaYour 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…·3 min read·Mar 13, 2024--1--1
John VastolaData Scientists Need to Know Just One Statistical TestAs a data scientist, you’re expected to have a wide range of skills and knowledge, from programming and machine learning to data…·4 min read·Mar 12, 2024----
John VastolaHow to use Bayesian Inference for predictions in Python.mdBayesian inference is a powerful statistical approach that allows you to update your beliefs about a hypothesis as new evidence becomes…·6 min read·Mar 11, 2024----