Introduction to Artificial Intelligence

Introduction to Artificial Intelligence课程：前往报名学习

Introduction to Artificial Intelligence视频慕课课程简介：

The importance of Artificial Intelligence and Machine Learning has been increasing as a growing number of companies are using these technologies to improve their products and services, evaluate their business models, and enhance their decision-making process. If you are interested in AI, if you want to understand AI, and if you want to know how to use AI algorithms to solve problems, join us!

前往报名学习

Introduction to Artificial Intelligence课程列表：

Chapter 1 Overview of Artificial Intelligence

-1.1 What is artificial intelligence

--Video 1.1

--Courseware 1.1

--Exercise 1.1

-1.2 The History of artificial intelligence

--Video 1.2

--Courseware 1.2

--Exercise 1.2

-1.3 Applications of Artificial Intelligence

--Video 1.3

--Courseware 1.3

--Exercise 1.3

-1.4 Machine Learning and Deep Learning

--Video 1.4

--Courseware 1.4

--Exercise 1.4

Chapter 2 Machine Learning

-2.1 What is Machine Learning

--Video 2.1

--Courseware 2.1

-2.2 Supervised Learning

--Video 2.2

--Courseware 2.2

-2.3 Unsupervised Learning

--Video 2.3

--Courseware 2.3

-2.4 Construction of Development Environment

--Video 2.4

--Courseware 2.4

Chapter 3 Regression

-3.1 What is Regression

--Video 3.1

--Courseware 3.1

--Exercise 3.1

-3.2 Linear Regression

--Video 3.2

--Courseware 3.2

--Exercise 3.2

-3.3 Logistic Regression

--Video 3.3

--Courseware 3.3

--Exercise 3.3

-3.4 Practical Case

--Practical Case

Chapter 4 Classification

-4.1 What is Classification

--Video 4.1

--Courseware 4.1

-4.2 Naive Bayes

--Video 4.2

--Courseware 4.2

-4.3 Support Vector Machine

--Video 4.3

--Courseware 4.3

-4.4 Practical Case

--Practical Case

Chapter 5 Deep Learning

-5.1 Introduction to Deep Learning

--Video 5.1

--Courseware 5.1

--Exercise 5.1

-5.2 What is Neural Network

--Video 5.2

--Courseware 5.2

--Exercise 5.2

-5.3 Neural Network Basics

--Video 5.3

--Courseware 5.3

--Exercise 5.3

-5.4 Practical Case

--Practical Case

Chapter 6 Convolutional Neural Network

-6.1 What is Convolutional Neural Network

--Video 6.1

--Courseware 6.1

-6.2 Convolution Layer

--Video 6.2

--Courseware 6.2

-6.3 Pooling Layer

--Video 6.3

--Coureseware 6.3

-6.4 Classical Convolutional Neural Network

--Video 6.4

--Courseward 6.4

Chapter 7 Computer Vision

-7.1 What is Computer Vision

--Video 7.1

--Courseware 7.1

--Exercise 7.1

-7.2 Image Classification

--Video 7.2

--Courseware 7.2

--Exercise 7.2

-7.3 Introduction to TensorFlow

--Video 7.3

--Courseware 7.3

--Exercise 7.3

-7.4 Practical Case

--Practical Case

Chapter 8 Natural Language Processing

-8.1 What is Natural Language Processing

--Video 8.1

--Courseware 8.1

-8.2 Basics of NLP

--Video 8.2

--Courseware 8.2

-8.3 Recurrent Neural Network

--Video 8.3

--Courseware 8.3

-8.4 Practical Case

--Practical Case

Introduction to Artificial Intelligence开设学校：南开大学

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