XGBoost Part 1 (of 4): Regression

StatQuest with Josh Starmer December 16, 2019
Video Thumbnail
StatQuest with Josh Starmer Logo

StatQuest with Josh Starmer

View Channel

About

Statistics, Machine Learning, Data Science, and AI seem like very scary topics, but since each technique is really just a combination of small and simple steps, they are actually quite simple. My goal with StatQuest is to break down the major methodologies into easy-to-understand pieces. That said, I don't dumb down the material. Instead, I build up your understanding so that you are smarter. Contact, Video Index, Etc: https://statquest.org

You May Also Like

Enhance Your Data Science Toolkit

AI-recommended products based on this video

Loading...
MSI Ultra-Slim Thin 15 VR-Ready High FPS Gaming Laptop, 15.6 FHD 144Hz, Intel Core i5-13420H, NVIDIA GeForce RTX 4060, 32GB RAM, 2TB SSD, Backlit KB, Wi-Fi 6, Bundle with PCO Notebook Fold Radiator

MSI Ultra-Slim Thin 15 VR-Ready High FPS Gaming Laptop, 15.6 FHD 144Hz, Intel Core i5-13420H, NVIDIA GeForce RTX 4060, 32GB RAM, 2TB SSD, Backlit KB, Wi-Fi 6, Bundle with PCO Notebook Fold Radiator

(0)
$4,697.44
FREE delivery Jun 23 - Jul 3Only 3 left in stock.
Loading...
Seasonic Focus V4 GX-1000 (ATX3) - 1000W - 80+ Gold - ATX 3.0 & PCIe 5.1 Ready -Full-Modular -ATX Form Factor -Premium Japanese Capacitor -10 Year Warranty -Nvidia RTX 30/40 Super & AMD GPU Compatible

Seasonic Focus V4 GX-1000 (ATX3) - 1000W - 80+ Gold - ATX 3.0 & PCIe 5.1 Ready -Full-Modular -ATX Form Factor -Premium Japanese Capacitor -10 Year Warranty -Nvidia RTX 30/40 Super & AMD GPU Compatible

(22)
$423.35
FREE delivery Oct 8 - 10
Loading...
UCANUUP 130W Tip 4.5mm Compatible with Dell XPS 15 7590 9530 9550 9560 9570 9575 Inspiron 7348 Precision M3800 5510 5520 5530 06TTY6 AC Adapter Power Replacement Supply Cord

UCANUUP 130W Tip 4.5mm Compatible with Dell XPS 15 7590 9530 9550 9560 9570 9575 Inspiron 7348 Precision M3800 5510 5520 5530 06TTY6 AC Adapter Power Replacement Supply Cord

(61)
$35.99
FREE delivery Sun, Aug 24
Loading...
tomtoc 360° Protective Laptop Sleeve for 15-inch MacBook Air M4/A3241 2025, M3/A3114 2024, M2/A2941 2023, 15-inch MacBook Pro A1990 A1707, Dell XPS 15 Plus Laptop, Water-Resistant Computer Case Bag Global Recycled Standard

tomtoc 360° Protective Laptop Sleeve for 15-inch MacBook Air M4/A3241 2025, M3/A3114 2024, M2/A2941 2023, 15-inch MacBook Pro A1990 A1707, Dell XPS 15 Plus Laptop, Water-Resistant Computer Case Bag Global Recycled Standard

(12,968)
$39.55
FREE delivery Tue, Jun 17
Loading...
MOSISO 360 Protective Laptop Bag 15 inch, 15 inch Computer Shoulder Bag Compatible with MacBook Air 15 M4 M3 M2 2025-2023, Dell XPS 15, Side Open Messenger Case &4 Zipper Pockets&Handle, Black Global Recycled Standard

MOSISO 360 Protective Laptop Bag 15 inch, 15 inch Computer Shoulder Bag Compatible with MacBook Air 15 M4 M3 M2 2025-2023, Dell XPS 15, Side Open Messenger Case &4 Zipper Pockets&Handle, Black Global Recycled Standard

(3,362)
$39.32
FREE delivery Tue, Jun 17
Loading...
UGREEN 130W Car Charger USB C Fast Charger PD3.0 QC4.0 PPS Fast Charging Car Adapter with 100W USB C Cable Compatible with Dell XPS, MacBook, iPhone 16 15 14 Pro Max, Galaxy S25 S24 Ultra, iPad Pro

UGREEN 130W Car Charger USB C Fast Charger PD3.0 QC4.0 PPS Fast Charging Car Adapter with 100W USB C Cable Compatible with Dell XPS, MacBook, iPhone 16 15 14 Pro Max, Galaxy S25 S24 Ultra, iPad Pro

(4,725)
$31.99
500+ bought in past month
Loading...
10.1 Inch Touch Portable Monitor IPS Screen 1366x768P 60Hz 400 Brightness 99% sRGB HDMI USB-C Monitors Switch for Xbox PS3/4/5 Laptop Compatible with Raspberry Pi, Mini Touch Screen

10.1 Inch Touch Portable Monitor IPS Screen 1366x768P 60Hz 400 Brightness 99% sRGB HDMI USB-C Monitors Switch for Xbox PS3/4/5 Laptop Compatible with Raspberry Pi, Mini Touch Screen

(1)
$99.99
FREE delivery Mon, Aug 11
Loading...
ELECROW 8 Inch Portable Monitor, 1280x800 Mini HD Display with Built-in Speakers, USB Powered, Non-Touch LCD Screen for Raspberry Pi, PC, Laptop, Jetson Nano, Game Consoles

ELECROW 8 Inch Portable Monitor, 1280x800 Mini HD Display with Built-in Speakers, USB Powered, Non-Touch LCD Screen for Raspberry Pi, PC, Laptop, Jetson Nano, Game Consoles

(49)
$117.29$102.21
$6.86 delivery Thu, Aug 14
Loading...
7 Inch Portable Monitor Touchscreen HD 1024x600 LED Display Dual HDMI Port Small Monitor for PC Raspberry Pi Laptop Computer Xbox PS4/5 Switch Built-in Speakers

7 Inch Portable Monitor Touchscreen HD 1024x600 LED Display Dual HDMI Port Small Monitor for PC Raspberry Pi Laptop Computer Xbox PS4/5 Switch Built-in Speakers

(61)
$68.99
FREE delivery Tue, Aug 12
Loading...
BrosTrend 1800Mbps WiFi 6 Linux WiFi Adapter for PC and Raspberry Pi 2+, Long Range USB WiFi Dongle Linux for Ubuntu, Mint, Debian, Kubuntu, Lubuntu, Zorin, Windows 11/10, Dual Band Wireless Antenna

BrosTrend 1800Mbps WiFi 6 Linux WiFi Adapter for PC and Raspberry Pi 2+, Long Range USB WiFi Dongle Linux for Ubuntu, Mint, Debian, Kubuntu, Lubuntu, Zorin, Windows 11/10, Dual Band Wireless Antenna

(288)
$54.14
FREE delivery Sun, Jun 22
Loading...
Logitech M185 Wireless Mouse, 2.4GHz with USB Mini Receiver, 12-Month Battery Life, 1000 DPI Optical Tracking, Ambidextrous, Compatible with PC, Mac, Laptop - Black

Logitech M185 Wireless Mouse, 2.4GHz with USB Mini Receiver, 12-Month Battery Life, 1000 DPI Optical Tracking, Ambidextrous, Compatible with PC, Mac, Laptop - Black

(43,809)
$14.99$11.99
FREE delivery Mon, Sep 22 on your first order
1K+ bought in past month
Loading...
Logitech G203 Wired Gaming Mouse, 8,000 DPI, Rainbow Optical Effect LIGHTSYNC RGB, 6 Programmable Buttons, On-Board Memory, Screen Mapping, PC/Mac Computer and Laptop Compatible - Black
Best Seller

Logitech G203 Wired Gaming Mouse, 8,000 DPI, Rainbow Optical Effect LIGHTSYNC RGB, 6 Programmable Buttons, On-Board Memory, Screen Mapping, PC/Mac Computer and Laptop Compatible - Black

(17,871)
$27.98$22.38
FREE delivery Tue, Oct 14 on your first order
500+ bought in past month
Loading...
Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - Black

Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - Black

(21,223)
$44.98
FREE delivery Tue, Oct 14
1K+ bought in past month
Loading...
Logitech G502 HERO High Performance Wired Gaming Mouse, HERO 25K Sensor, 25,600 DPI, RGB, Adjustable Weights, 11 Programmable Buttons, On-Board Memory, PC / Mac, Black
Best Seller

Logitech G502 HERO High Performance Wired Gaming Mouse, HERO 25K Sensor, 25,600 DPI, RGB, Adjustable Weights, 11 Programmable Buttons, On-Board Memory, PC / Mac, Black

(54,445)
$49.98$44.98
FREE delivery Tue, Oct 14
1K+ bought in past month
Loading...
Dell 24 Monitor - SE2425HM - 23.8-inch Full HD (1920x1080) 16:9 100Hz Display, IPS Panel, 16.70 Million Colors, Anti-Glare, 1 HDMI / 1 VGA Port, TÜV Rheinland 3-Star*, Comfortview Plus - Black

Dell 24 Monitor - SE2425HM - 23.8-inch Full HD (1920x1080) 16:9 100Hz Display, IPS Panel, 16.70 Million Colors, Anti-Glare, 1 HDMI / 1 VGA Port, TÜV Rheinland 3-Star*, Comfortview Plus - Black

(169)
$119.99$103.99
FREE delivery Tue, Oct 7
300+ bought in past month
Loading...
Dell S2425HS Monitor - 23.8 Inch, FHD (1920x1080) Display, 100Hz Refresh Rate 1500:1 Contrast Ratio, TÜV Rheinland Eye Comfort 4 Star, Integrated 2x5W Speaker, Height/Tilt/Swivel/Pivot - Ash White

Dell S2425HS Monitor - 23.8 Inch, FHD (1920x1080) Display, 100Hz Refresh Rate 1500:1 Contrast Ratio, TÜV Rheinland Eye Comfort 4 Star, Integrated 2x5W Speaker, Height/Tilt/Swivel/Pivot - Ash White

(15)
$139.99
FREE delivery Tue, Oct 7
300+ bought in past month
Loading...
USB C Docking Station Dual Monitor for Dell Hp,15-in-1 Laptop Docking Station 3 Monitors USB C Hub with Dual 4K HDMI,8K DP,Button,PD Charging,Ethernet,6 USB A&C,SD/TF, Audio USB-C Multiport Adapter

USB C Docking Station Dual Monitor for Dell Hp,15-in-1 Laptop Docking Station 3 Monitors USB C Hub with Dual 4K HDMI,8K DP,Button,PD Charging,Ethernet,6 USB A&C,SD/TF, Audio USB-C Multiport Adapter

(1,359)
$67.98
FREE delivery Sun, Aug 24
100+ bought in past month
Loading...
Dell 24 Monitor - P2425H EPEAT

Dell 24 Monitor - P2425H EPEAT

(57)
$239.99$189.05
FREE delivery Tue, Oct 7
50+ bought in past month
Loading...
Western Digital 2TB WD Blue SA510 SATA Internal Solid State Drive SSD - SATA III 6 Gb/s, 2.5"/7mm, Up to 560 MB/s - WDS200T3B0A

Western Digital 2TB WD Blue SA510 SATA Internal Solid State Drive SSD - SATA III 6 Gb/s, 2.5"/7mm, Up to 560 MB/s - WDS200T3B0A

(74,910)
$169.97
FREE delivery Tue, Jun 17
50+ bought in past month
Loading...
Western Digital 4TB Elements Desktop External Hard Drive, USB 3.0 external hard drive for plug-and-play storage - WDBWLG0040HBK-NESN

Western Digital 4TB Elements Desktop External Hard Drive, USB 3.0 external hard drive for plug-and-play storage - WDBWLG0040HBK-NESN

(25,657)
$183.49
FREE delivery Tue, Jun 17
Loading...
Western Digital 4TB My Book Desktop External Hard Drive, USB 3.0, External HDD with Password Protection and Backup Software - WDBBGB0040HBK-NESN

Western Digital 4TB My Book Desktop External Hard Drive, USB 3.0, External HDD with Password Protection and Backup Software - WDBBGB0040HBK-NESN

(4,704)
$148.98$138.55
FREE delivery Tue, Jun 17
Loading...
Western Digital 4TB My Passport Portable External Hard Drive HDD, USB 3.0, USB 2.0 Compatible, Black - WDBPKJ0040BBK-WESN

Western Digital 4TB My Passport Portable External Hard Drive HDD, USB 3.0, USB 2.0 Compatible, Black - WDBPKJ0040BBK-WESN

(111,552)
$154.99$139.49
FREE delivery Tue, Jun 17
100+ bought in past month
Loading...
CORSAIR iCUE Link XD5 RGB Elite LCD Pump-Reservoir Unit - D5 PWM Pump - 480x480 IPS LCD Screen - 22 Addressable RGB LEDs - 440ml Nylon Reservoir - White

CORSAIR iCUE Link XD5 RGB Elite LCD Pump-Reservoir Unit - D5 PWM Pump - 480x480 IPS LCD Screen - 22 Addressable RGB LEDs - 440ml Nylon Reservoir - White

(17)
$379.99
FREE delivery Sun, Aug 24
Loading...
CORSAIR iCUE Link XC7 RGB Elite CPU Water Block - Transparent Flow Chamber - 24 RGB LEDs - Fits Intel® LGA 1700, AMD® AM5 and Older - White

CORSAIR iCUE Link XC7 RGB Elite CPU Water Block - Transparent Flow Chamber - 24 RGB LEDs - Fits Intel® LGA 1700, AMD® AM5 and Older - White

(56)
$149.99$125.33
FREE delivery Sun, Aug 24
Loading...
CORSAIR Hydro X Series iCUE Link XH405i Custom Cooling Kit – Hardline Water Cooling Loop – XC7 Elite CPU Water Block – XD5 Elite D5 Pump Res – XR5 360mm Radiator – 3X QX120 RGB Fans

CORSAIR Hydro X Series iCUE Link XH405i Custom Cooling Kit – Hardline Water Cooling Loop – XC7 Elite CPU Water Block – XD5 Elite D5 Pump Res – XR5 360mm Radiator – 3X QX120 RGB Fans

(235)
$879.99
FREE delivery Sun, Aug 24