آموزش مقدماتی یادگیری ماشین با پایتون - آخرین آپدیت

titleCourse Introduction Course Introduction

• titleIntroduction to the Course Introduction to the Course

titleModule 1: Introduction to Machine Learning Module 1: Introduction to Machine Learning

• titleOverview of Machine Learning Overview of Machine Learning

• titleIntroduction to Supervised Learning Introduction to Supervised Learning

• titleIntroduction to Unsupervised Learning Introduction to Unsupervised Learning

• titleHow to Load and Process Data Sets How to Load and Process Data Sets

• titleWhat is a Perceptron What is a Perceptron

• titleWhat is Linear Regression? What is Linear Regression?

titleModule 2: More Supervised Learning Algorithms Module 2: More Supervised Learning Algorithms

• titleWhat is K Nearest Neighbors What is K-Nearest Neighbors

• titleWhat are Support Vector Machines? What are Support Vector Machines?

• titleWhat is Regression Analysis? What is Regression Analysis?

• titleWhat is Cluster Analysis? (K Means and DBSCAN) What is Cluster Analysis? (K-Means and DBSCAN)

titleModule 3: Advanced Machine Learning Topics Module 3: Advanced Machine Learning Topics

• titleOverview of Deep Learning Overview of Deep Learning

• titleOverview of Image Processing Overview of Image Processing

• titleOverview of GANs Overview of GANs

• titleCourse Review Course Review