Introduction to Machine Learning | | Learning ML with Scikit | Iris Dataset

The AI Guy · Beginner ·📐 ML Fundamentals ·6y ago

Key Takeaways

This video introduces machine learning fundamentals using Scikit and the Iris Dataset

Original Description

Introduction to Machine Learning - A step-by-step tutorial on how to go about solving simple machine learning problems. This video focuses on learning how to solve the famous Iris Dataset using Scikit Learn, Jupyter notebook and Python. #machinelearning #iris #tutorial In this video I cover: 1. Setting up Jupyter notebook and looking at Scikit. 2. Importing common ML dependencies 3. How to load the Iris Dataset 4. How to summarize your dataset 5. How to peek your dataset If you want to look at the code you can see it here: https://github.com/theAIGuysCode/Iris-Tutorial If you enjoyed the video, toss it a like! 👍 To Subscribe: https://www.youtube.com/channel/UCrydcKaojc44XnuXrfhlV8Q?sub_confirmation=1 Thanks so much for watching! - The AI Guy
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Playlist

Uploads from The AI Guy · The AI Guy · 2 of 28

1 How to Setup a Machine Learning and AI Environment
How to Setup a Machine Learning and AI Environment
The AI Guy
Introduction to Machine Learning | | Learning ML with Scikit | Iris Dataset
Introduction to Machine Learning | | Learning ML with Scikit | Iris Dataset
The AI Guy
3 Introduction to Machine Learning | Learning ML with Scikit | Iris Dataset | Part 2
Introduction to Machine Learning | Learning ML with Scikit | Iris Dataset | Part 2
The AI Guy
4 How to Install OpenCV on Windows | OpenCV Python Tutorial | Setting up Computer Vision
How to Install OpenCV on Windows | OpenCV Python Tutorial | Setting up Computer Vision
The AI Guy
5 How to Build and Install OpenCV from Source | Using Visual Studio and CMake | Computer Vision
How to Build and Install OpenCV from Source | Using Visual Studio and CMake | Computer Vision
The AI Guy
6 YOLOv3 Object Detection with Darknet for Windows/Linux | Install and Run with GPU and OPENCV
YOLOv3 Object Detection with Darknet for Windows/Linux | Install and Run with GPU and OPENCV
The AI Guy
7 Creating a YOLOv3 Custom Dataset | Quick and Easy | 9,000,000+ Images
Creating a YOLOv3 Custom Dataset | Quick and Easy | 9,000,000+ Images
The AI Guy
8 Train YOLOv3 Custom Object Detector with Darknet | Aimbot and Security Camera | Fast and Easy
Train YOLOv3 Custom Object Detector with Darknet | Aimbot and Security Camera | Fast and Easy
The AI Guy
9 Create Labels and Annotations for Custom YOLOv3 Google Images Dataset | LabelImg Tutorial
Create Labels and Annotations for Custom YOLOv3 Google Images Dataset | LabelImg Tutorial
The AI Guy
10 How to Build an Object Detection Classifier with TensorFlow 2.0 on Windows/Linux
How to Build an Object Detection Classifier with TensorFlow 2.0 on Windows/Linux
The AI Guy
11 YOLOv3 in the CLOUD : Install and Train Custom Object Detector (FREE GPU)
YOLOv3 in the CLOUD : Install and Train Custom Object Detector (FREE GPU)
The AI Guy
12 A.I. Learns to Play World's Hardest Game (QWOP)
A.I. Learns to Play World's Hardest Game (QWOP)
The AI Guy
13 How to Build Object Detection APIs Using TensorFlow and Flask
How to Build Object Detection APIs Using TensorFlow and Flask
The AI Guy
14 Getting Started with Azure Machine Learning Studio
Getting Started with Azure Machine Learning Studio
The AI Guy
15 Real-time Yolov3 Object Detection for Webcam and Video (using Tensorflow)
Real-time Yolov3 Object Detection for Webcam and Video (using Tensorflow)
The AI Guy
16 How to Build an Object Tracker Using YOLOv3, Deep SORT and TensorFlow
How to Build an Object Tracker Using YOLOv3, Deep SORT and TensorFlow
The AI Guy
17 YOLOv4 in the CLOUD: Install and Run Object Detector (FREE GPU)
YOLOv4 in the CLOUD: Install and Run Object Detector (FREE GPU)
The AI Guy
18 YOLOv4 in the CLOUD: Build and Train Custom Object Detector (FREE GPU)
YOLOv4 in the CLOUD: Build and Train Custom Object Detector (FREE GPU)
The AI Guy
19 YOLOv4 Object Detection with TensorFlow, TensorFlow Lite and TensorRT Models (images, video, webcam)
YOLOv4 Object Detection with TensorFlow, TensorFlow Lite and TensorRT Models (images, video, webcam)
The AI Guy
20 How to Build a Custom YOLOv4 Object Detector using TensorFlow (License Plate Detector)
How to Build a Custom YOLOv4 Object Detector using TensorFlow (License Plate Detector)
The AI Guy
21 Counting Objects Using YOLOv4 Object Detection | Custom YOLOv4 Functions with TensorFlow
Counting Objects Using YOLOv4 Object Detection | Custom YOLOv4 Functions with TensorFlow
The AI Guy
22 Object Tracking Using YOLOv4, Deep SORT, and TensorFlow
Object Tracking Using YOLOv4, Deep SORT, and TensorFlow
The AI Guy
23 Crop and Save YOLOv4 Object Detections | Custom YOLOv4 Functions with TensorFlow
Crop and Save YOLOv4 Object Detections | Custom YOLOv4 Functions with TensorFlow
The AI Guy
24 License Plate Recognition Using YOLOv4 Object Detection, OpenCV, and Tesseract OCR
License Plate Recognition Using YOLOv4 Object Detection, OpenCV, and Tesseract OCR
The AI Guy
25 YOLOv4 in the CLOUD: Build Object Tracking Using DeepSORT in Google Colab (FREE GPU)
YOLOv4 in the CLOUD: Build Object Tracking Using DeepSORT in Google Colab (FREE GPU)
The AI Guy
26 How to Use Webcam In Google Colab for Images and Video (FACE DETECTION)
How to Use Webcam In Google Colab for Images and Video (FACE DETECTION)
The AI Guy
27 Real-time YOLOv4 Object Detection on Webcam in Google Colab | Images and Video
Real-time YOLOv4 Object Detection on Webcam in Google Colab | Images and Video
The AI Guy
28 Getting Started with Agent Development Kit Tools (MCP, Google Search, LangChain, etc.)
Getting Started with Agent Development Kit Tools (MCP, Google Search, LangChain, etc.)
The AI Guy

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