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⚡ AI Lessons

Dev.to · YMori
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4mo ago
Monitoring the Strait of Hormuz Blockade with Open AIS Data and a Raspberry Pi
Building a real-time maritime monitoring system that quantifies the impact of the 2026 Hormuz crisis using free AIS data, Python, and a Raspberry Pi 5.

Dev.to · YMori
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4mo ago
I Built a WBC Quarterfinal Scouting App with MLB Statcast Data
A 5-tab Streamlit dashboard analyzing Japan vs Venezuela using pitch-by-pitch MLB Statcast data — no coaching tone, just numbers

Dev.to · YMori
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4mo ago
Did Adding Stadium Correction Improve My NPB Baseball Predictions? — A Full Backtest Comparison
I added park factor correction to my Marcel+Stan Bayesian NPB standings model. Win MAE didn't change — but here's why that's expected, and what actually improve

Dev.to · YMori
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4mo ago
I Added Park Factor Correction to My NPB Bayesian Prediction Model — Backtest Validation & 2026 Forecast
How adding park factor (PF) correction to a Marcel+Stan Bayesian NPB standings simulation affected accuracy across 8 seasons (2018-2025), and the resulting 2026

Dev.to · YMori
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
4mo ago
Park Factors, OAA, and Stuff+ in One Line of Python (savant-extras v0.3.2–v0.4.1)
savant-extras v0.4.2: removed OAA/Outfield Jump/Stuff+ (already in pybaseball). Park factors remain as the unique addition.

Dev.to · YMori
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
5mo ago
Does Exit Velocity Come from the Front Foot? Exploring Driveline Motion Capture Data
I analyzed 40 hitters using Driveline OpenBiomechanics C3D data and found that front leg mechanics — not bat speed — may be the key differentiator in exit veloc

Dev.to · YMori
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
5mo ago
Last Place to Champions: What Marcel Projection Reveals About 2021 NPB Yakult and Orix
In 2021, both pennant winners came from last place the year before. Using Marcel team projections with roster-verified data, I analyzed why — and found a league

Dev.to · YMori
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
5mo ago
Why Two Pitchers with the Same Arm Speed Differ by 10 mph — A Motion Capture Analysis
I analyzed 61 pro pitchers using Driveline OpenBiomechanics C3D data and found 5 body mechanics factors that explain a 10+ mph gap in pitch speed among pitchers

Dev.to · YMori
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
5mo ago
Draw Baseball Fields and Spray Charts in matplotlib: baseball-field-viz
baseball-field-viz is a Python library for Statcast spray charts in matplotlib — enabling heatmap overlays that pybaseball's built-in spraychart() doesn't suppo

Dev.to · YMori
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
5mo ago
Yu Darvish's Pitching Evolution (2021-2025): A Statcast Data Analysis
Analyzing Yu Darvish's pitch mix, velocity, and whiff rate changes over 5 seasons with Statcast data

Dev.to · YMori
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
5mo ago
MLB Statcast + Bat Tracking Dataset (2024-2025)
Comprehensive MLB Statcast dataset with Bat Tracking metrics for 2024-2025 seasons. 1.4M pitches, 118 columns including bat_speed, swing_length, and swing mecha
DeepCamp AI