ML Basics : Classification Algorithms Explained | AI Foundation Learning #machinelearning #ai #ml
🎓 Welcome to the AI Foundation Learning Channel! 🎓
In this video, we dive deep into the world of **Classification Algorithms** in Machine Learning. Whether you're an AI enthusiast, a beginner, or a professional, this detailed guide will help you understand the core concepts, popular algorithms, and practical applications of classification.
### What You'll Learn:
- What is Classification?
- Real-life Example: Classifying Flowers into Species 🌸
- Popular Classification Algorithms:
- Logistic Regression
- k-Nearest Neighbors (k-NN)
- Decision Trees
- Random Forests
- Support Vector Machines (SVM)
- Applications of Classification Algorithms in various domains
- Key considerations when working with classification models
### Why Watch?
Classification algorithms are essential tools in the AI toolkit, used in healthcare, finance, marketing, and technology. This video breaks down these concepts into easy-to-understand segments with engaging visuals and practical examples.
### Stay Connected:
🔔 **Subscribe** for more AI insights: [AIFoundationLearning ]
👍 **Like** this video if you found it helpful
📝 **Comment** your thoughts and questions below
Thanks for watching, and stay tuned for more exciting AI content!
#MachineLearning #Classification #ArtificialIntelligence #AI #LogisticRegression #kNN #DecisionTrees #RandomForests #SVM #AIforBeginners #TechEducation
🎓 Welcome to the AI Foundation Learning Channel! 🎓
In this video, we dive deep into the world of **Classification Algorithms** in Machine Learning. Whether you’re an AI enthusiast, a beginner, or a professional, this detailed guide will help you understand the core concepts, popular algorithms, and practical applications of classification.
### What You’ll Learn:
– What is Classification?
– Real-life Example: Classifying Flowers into Species 🌸
– Popular Classification Algorithms:
– Logistic Regression
– k-Nearest Neighbors (k-NN)
– Decision Trees
– Random Forests
– Support Vector Machines (SVM)
– Applications of Classification Algorithms in various domains
– Key considerations when working with classification models
### Why Watch?
Classification algorithms are essential tools in the AI toolkit, used in healthcare, finance, marketing, and technology. This video breaks down these concepts into easy-to-understand segments with engaging visuals and practical examples.
### Stay Connected:
🔔 **Subscribe** for more AI insights: [AIFoundationLearning ]
👍 **Like** this video if you found it helpful
📝 **Comment** your thoughts and questions below
Thanks for watching, and stay tuned for more exciting AI content!
#MachineLearning #Classification #ArtificialIntelligence #AI #LogisticRegression #kNN #DecisionTrees #RandomForests #SVM #AIforBeginners #TechEducation
