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Dec 11, 2024 5 min read

Mean and Median: Analyzing Data Averages

Ever wondered why averages sometimes don't match our expectations? Discover how understanding the difference between mean and median helps reveal the true story…

Colin Jaffe

Nov 24, 2024 5 min read

Optimizing Linear Regression for Price Prediction

Preparing your data properly is key to building an effective machine learning model. Here's how to streamline your data cleaning, select relevant features, and…

Colin Jaffe

Nov 22, 2024 7 min read

Machine Learning: Understanding Supervised Learning

Ready to delve deeper into machine learning and start predicting car prices or distinguishing cats from dogs? Join us as we explore supervised learning…

Colin Jaffe

Nov 12, 2024 2 min read

Predicting Revenue Using Attendance Data and Pandas

Ever wondered how to turn your attendance data into accurate concession predictions? Discover how Pandas and linear regression team up to forecast sales with…

Colin Jaffe

Nov 12, 2024 2 min read

Machine Learning: From Regression to Neural Networks

Dive into data science and machine learning with regression models, supervised learning, and neural networks. Explore real-world analyses, from predicting…

Colin Jaffe

Nov 9, 2024 4 min read

Understanding the MNIST Dataset in TensorFlow

Ever struggled to understand the complex structure of TensorFlow's famous MNIST dataset? Dive in as we unravel its nested tuples and dimensions, simplifying…

Colin Jaffe

Nov 2, 2024 1 min read

TensorFlow in Google Colab for Neural Network Projects

Ready to set up TensorFlow and smoothly link Google Colab to your Drive? Let's get the technical groundwork laid so we can dive deeper into the data!

Colin Jaffe

Oct 26, 2024 4 min read

Preparing Kaggle Titanic Model for Evaluation

Kaggle competitions offer a motivating environment without the overly aggressive rivalry, guiding participants through practical machine learning tasks like…

Colin Jaffe

Oct 23, 2024 5 min read

Standard Scaler for Data Preparation in Machine Learning

Data values often confuse machine learning models by their scales, leading to meaningless patterns. Discover how standard scaling puts all data on equal…

Colin Jaffe

Oct 21, 2024 1 min read

Percentiles: Analyzing Data with NumPy

Understanding percentiles can unlock crucial insights into your data. Discover how NumPy simplifies percentile calculations and clarifies your dataset's…

Colin Jaffe