Tech Archives - Technical Blog

Understanding the Assumptions of Linear Regression

Linear regression, whether simple or multiple, relies on several key assumptions to ensure that the model is valid and produces…

monikakashyap November 28, 2024No Comments

Artificial Intelligence Python

Implementing Simple Linear Regression in Python

“Simple Linear Regression in Python for Machine Learning” “Simple Linear Regression in Python for Machine Learning” How would you define…

monikakashyap November 23, 2024No Comments

Data Science Python

Building a Neural Network (CNN) for Handwritten Digit Recognition Using PyTorch

1. Introduction Handwritten digit recognition is one of the classic problems in machine learning and serves as an excellent starting…

monikakashyap February 26, 2024No Comments

Monika Kashyap

As a Experienced Data Scientist and Full-Stack Developer with over a decade of expertise in leveraging data and technology to optimize business performance. Skilled in statistical analysis, predictive modeling, and machine learning, I excel at extracting actionable insights that drive strategic decision-making. My strong foundation in full-stack development enables me to implement robust data-driven solutions end-to-end, from data preprocessing to visualization. Proficient in Python, PHP, SQL, Pandas, Tableau, and Power BI, with a proven track record of solving complex challenges across diverse industries through innovation and collaboration.