Nick's Niche
Nick’s Niche is a passion project combining two things Nick is quite fond of, Daily Fantasy Sports, and writing Python code. When Nick first started combining these two aspects of his life he realized that there was a noticeable lack of free educational content available to use. There would be bits and pieces here and there, but the process was remarkably frustrating. So, he decided to create his own! Working to shed light on algorithms and processes that are typically locked behind paywalls and membership subscriptions, Nick’s Niche is working to teach you all the skills you need to compete at the highest levels of Daily Fantasy Sports.
BetSweatWin - Launch -- Optimizer Walkthrough
Python for DFS | pydfs-lineup-optimizer | Positional Stacks
Python for DFS | pydfs-lineup-optimizer | Repeating Players
Python for DFS | pydfs-lineup-optimizer | Max Ownership
Python for DFS | Advanced Game Stacking Methods
Python for DFS | Intro to Game Stacking with pydfs-lineup-optimizer
Python for DFS | Executing Late Swaps for Bulk Lineup Updates
Python for DFS | Basics of Player Stacking for Lineup Optimizer
Python for DFS | Basics of Team Stacking in Lineup Optimizer
Python for DFS | Creating Database Tables from Pandas Dataframes
Python for DFS | Dealing with Player Name Differences Across Data Sources
Python for DFS | Introduction to Databases (SQLite3)
Python for DFS | Implementing Monte Carlo Simulations
Python for Daily Fantasy Sports Monte Carlo Simulations
Python For Daily Fantasy Sports | Simulating Multiple Predictions (Monte Carlo-ish)
Adding A New Sport To The Daily Fantasy Sports Python Lineup Optimizer! Part Two
Adding A New Sport To The Daily Fantasy Sports Python Lineup Optimizer! Part One
Python for Daily Fantasy Sports | Identifying Floors and Ceilings with Standard Deviation | Part 3
Python for Daily Fantasy Sports | Identifying Floors and Ceilings with Standard Deviation | Part 2
Python for Daily Fantasy Sports | Identifying Floors and Ceilings with Standard Deviation | Part 1
DFS Lineup Optimizer: Clarification on Locking Players In
Saving a Trained DFS Machine Learning Model for Future Use -- Pickling with Python
DFS - Lineup Optimizer -- Exposure Strategies and Dealing with Injury Designations
Creating a Predictive Model for Each Player Cluster
New and Improved Lineup Optimizer Part 2: Exporting lineups for bulk csv upload
Predicting NBA DFS with Machine Learning Part 2! (Random Forests)
NEW and Improved Lineup Optimizer -- DRAFTKINGS Compatible!
Predicting NBA Fantasy Scores with Machine Learning!
Patreon is Live! Go check it out!
Intro to Predicting Daily Fantasy Sports Scores!