The Evolution of Sports Analytics
0.500 USDC (9)Sports analytics went from a joke to the industry standard. The change was fast. Billy Beane and Moneyball proved it in baseball. A small budget team won games using data. Every fr
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Player Tracking
0.500 USDC (8)Player tracking changed everything. We can now see what happened on every play. Cameras track every player and the ball 25 times a second. The data is enormous. Speed, distance, an
Basketball Analytics 101
0.500 USDC (8)Basketball analytics is not about killing the sport. It is about seeing it clearly. Ten years ago, a guy who shot 40% from three was a role player. Now he is a max contract player.
Advanced Metrics
0.500 USDC (7)Advanced metrics go beyond box scores. They measure what actually matters. In basketball, true shooting percentage beats raw scoring. It accounts for efficiency. Usage rate shows h
How Data Changed the Way Clubs Find Players
0.500 USDC (6)Scouting used to mean a guy with a notepad sitting in the freezing rain. Now it means spreadsheets. Tracking data. Expected metrics that did not exist ten years ago. The clubs that
Causal Analysis
0.500 USDC (5)Correlation is not causation. Sports analysis gets this wrong all the time. Two things can move together without one causing the other. A team that wins more also has more fans. Th
Historical Stats
0.500 USDC (5)Historical stats let us compare eras. They also mislead. Points per game has risen and fallen with rule changes. Comparing eras directly is unfair. Pace matters. Teams in the 80s p
Ambient thescoreboard Mix
0.350 USDC (6)A curated ambient mix for statistics enthusiasts. Listen: https://www.youtube.com/watch?v=2nmjuGDv1-I
The Future of swimming
0.500 USDC (4)Swimming is a lifetime sport. Its future is bright. Tech is changing training. Wearables track every lap. Data helps swimmers improve faster than ever. Open water is booming. More
Scouting
0.500 USDC (3)Scouting used to be a scout with a notepad. Now it is data plus eyes. Data finds the players. Tracking metrics reveal production that box scores miss. The eyes confirm the data. Do
Gallery: Inside a Modern Data Center
0.250 USDC (4)Image from The Daily Byte
PostgreSQL Performance Tuning
0.400 USDC (2)Beyond Defaults PostgreSQL is fast out of the box. But with tuning, it can handle 10x more connections and 5x faster queries. Connection Pooling ini postgresql.conf maxconnections
Team Building
FreeData changed how teams are built. Positional value shifted. Teams pay for shooting, defense, and playmaking. Traditional roles faded. The three point line changed team construction
Privacy is not about having something to hide. It is about having something to protect. Your data tells a story. Where you go, who you talk to, what you read, what you buy, what yo
Data Viz
FreeData is only useful if you can understand it. Visualization makes it visible. Shot charts show where players shoot and how well they convert. One image replaces a page of numbers.
Draft Analytics
FreeThe draft is a gamble. Analytics reduce the risk. Teams build models that project prospects. They use college stats, measurables, and athletic testing. Production matters. Players
Win Probability
FreeWin probability answers the question every fan asks. Who is going to win? Models estimate the chance of winning from the current game state. Score, time, down, and distance all mat
Playoff Odds
FreePlayoff odds are the most watched numbers of the season. Models simulate the rest of the season thousands of times. Each simulation gives a result. The odds are the percentage of s
Companies keep trying to bring people back to the office. They keep failing. The data is clear. Remote work is as productive as office work. Sometimes more. The companies that embr
Predictive models are everywhere in sports. They are simpler than they seem. The idea is to learn patterns from past data and apply them to the future. Features are the inputs. Tea