How to Build an AI Classification System (Python Tutorial)
Dave Ebbelaar
@daveebbelaarAbout
Hi, I'm Dave, an AI engineer with over a decade of experience in artificial intelligence. At Datalumina, I lead the AI projects, where we're always pushing the boundaries of what's possible while still building reliable applications. I'm not going to impress you with theory, but teach you (without hype) how to build real AI systems, using lasting engineering principles. Along the way: - 10M+ views across YouTube, LinkedIn, and courses - Helped 1M+ developers get started with AI - Building and scaling a 7-figure AI company - Delivered 50+ custom B2B AI solutions - Consulted for TimescaleDB, ClickUp, and n8n - Helped 500+ developers launch freelance careers - BSc + MSc in Artificial Intelligence (VU Amsterdam) I post about AI engineering, building real systems, and what it takes to go independent as a developer. If you want to build AI that actually works, or build a freelance career around it, follow along 👊🏻
Latest Posts
Video Description
Want to get started with freelancing? Let me help: https://www.datalumina.com/data-freelancer Need help with a project? Work with me: https://www.datalumina.com/solutions 🔗 GitHub Gist https://gist.github.com/daveebbelaar/d65f30bd539a9979d9976af80ec41f07 👋🏻 About Me Hi there! I'm Dave, an AI Engineer and the founder of Datalumina. On this channel, I share practical coding tutorials to help you become better at building intelligent systems. If you're interested in that, consider subscribing!
Python AI Project Kit Essentials
AI-recommended products based on this video

Spiral Notebook, A5 Size 5 Subject Notebooks College Ruled with Tabs and Removable Dividers, 300 Pages 100GSM Thick Spiral Ruled Lined Writing Journal Notebook for Work, School(6.2"x 8.5")

The Bible In A Year: A 52-Week Study Through God's Word, Spiral Bound Bible Study Guide Journal Notebook, A Beautiful Year Planner in the Bible for Women (A5)

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

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

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

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

WOA WOA 4 Step Ladder, Ladders for Home, Anti-Slip Pedals, Aluminum Step Stool Foldable, Lightweight to Move, Ease of Storage, Reach 9ft for Closet Kitchen Library, Hold 300lbs - Wood Grain

GOOFCXO 4 Step Folding Ladder Chair, 3-in-1 Wood Ladder Stool, Multi-Functional Portable Step Stool Display Stand for Home Kitchen Office Library, 265lbs Load Capacity, 34.3" H x 13.4" L x 15.2" W

AocBook 15.6'' FHD Laptop, Intel N95, Nvidia GTX 1060 4GB, 32GB DDR4 RAM, M.2 SSD, Sleek Notebook with Type-C, HDMI, RJ45 Ethernet, Backlit Keyboard, Fingerprint (32GB DDR4 | 1TB SSD)

acer Nitro 50 N50-620-UA91 Gaming Desktop | 11th Gen Intel Core i5-11400F 6-Core Processor | NVIDIA GeForce GTX 1650 | 8GB DDR4 | 512GB NVMe M.2 SSD | Intel Wi-Fi 6 AX201 | Keyboard and Mouse

Dell UltraSharp 24 Monitor - U2424H

Dell UltraSharp U2723QE 27" 4K UHD WLED LCD Monitor - 16:9 - Black, Silver EPEAT

Dell UltraSharp U2725QE 27' 4K Thunderbolt-Hub-Monitor mit Bildwiederholfrequenz Von 120Hz

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 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

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 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

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

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

Freenove Ultimate Starter Kit for BBC micro bit (V2 Included), 316-Page Detailed Tutorial, 225 Items, 44 Projects, Blocks and Python Code

Real-Time AI Translation Earbuds - 198 Languages 3-in-1 Translating Device, Écouteurs traducteurs Anglais-français, Clear Voice Translation Headphones with Charging Case for Travel & Learning Global Recycled Standard

Real-Time AI Translation Earbuds - 198 Languages 3-in-1 Translating Device,Écouteurs traducteurs Anglais-français, Clear Voice Translation with Charging Case for Travel & Learning Global Recycled Standard




















