Jay's ML Blog 🚀

Jay Oza

Jay Oza

4 followers

"Data is a problem and a solution" Hi, I am Jay Oza, a 3rd-year Computer Engineering student and a Data Scientist who has a keen interest in data and making powerful AI-driven products

Demystifying Exploratory Data Analysis

Feb 2, 20234 min read

Introduction Exploratory Data Analysis (EDA) is a crucial step in the data analysis process that involves investigating and summarizing the main...

Demystifying Exploratory Data Analysis

Mastering the Art of Data Collection and Preparation in Machine Learning

Jan 23, 20234 min read

Introduction Data collection and preparation is a critical step in the machine learning process. The quality and quantity of data used to train a...

Mastering the Art of Data Collection and Preparation in Machine Learning

Unlocking the power of Feature Engineering in Machine Learning

Jan 13, 20238 min read

What is Feature Engineering? Feature engineering is the process of using domain knowledge of the data to create features that make machine learning...

Unlocking the power of Feature Engineering in Machine Learning

A Beginner's Guide to the Machine Learning Pipeline

Jan 9, 20236 min read

What is Machine Learning Pipeline? The machine learning pipeline refers to the series of steps involved in building and deploying a machine learning...

A Beginner's Guide to the Machine Learning Pipeline

Underfitting and Overfitting in Machine Learning

Dec 30, 20228 min read

Introduction Overfitting and underfitting are two common problems that can occur when training a machine learning model. Understanding these concepts...

Underfitting and Overfitting in Machine Learning

Bias and Variance in Machine Learning

Dec 27, 20227 min read

Introduction Bias and variance are two important concepts in machine learning that are closely related to the accuracy of a model. Understanding these...

Bias and Variance in Machine Learning