Basics to Machine Learning 🤖

Table of Contents 📑

1. Introduction to Machine Learning 🌟


2. Types of Machine Learning 📚
   
   
   
   
   • Supervised Learning 🎓
   
   
   • Unsupervised Learning 🧩
   
   
   • Reinforcement Learning 🏆
   
   
   
   


3. Key Concepts in Machine Learning 🗝️
   
   
   
   
   • Data Preprocessing 📊
   
   
   • Feature Selection and Extraction 🌌
   
   
   • Model Training and Evaluation ⚙️
   
   
   
   


4. Popular Machine Learning Algorithms 📊
   
   
   
   
   • Linear Regression 📈
   
   
   • Logistic Regression 📉
   
   
   • Decision Trees 🌳
   
   
   • Random Forests 🌿
   
   
   • Support Vector Machines 🛠️
   
   
   • K-Nearest Neighbors 👫
   
   
   • Neural Networks 🧠
   
   
   
   


5. Applications of Machine Learning 🚀
   
   
   
   
   • Natural Language Processing ✍️
   
   
   • Image and …

ai algorithms basics beginners concepts contents data data preprocessing decision decision trees evaluation extraction feature feature selection introduction linear linear regression logistic regression machine machine learning machinelearning machine learning algorithms popular regression reinforcement reinforcement learning supervised learning table training trees tutorial types unsupervised unsupervised learning