HCIP-AI-EI Developer V2.0 Course

سرفصل های دوره

1. Basics

1 Neural Network Basics.pdf

1.1.1 Deep Learning Backgroud Knowledge 1.1 Deep Learning Ba

1.2.1 Introduction to Nerural Network and Neurone Functions

1.2.2 Perseptron and Activation Functions 1.2 Artificial Neu

1.3.1 Deep Feedforward Network 1.3 Deep Feedforward Network

1.4.1 Back Propagation 1.4 Back Propagation EBGTC00000591 Co

1.5.1 Neural Network Architecture Design 1.5 Neural Network

2. Image Processing Theory and Application

2 Image Processing Theory and Application.pdf

2.1.1 Computer Vision Overview 2.1 Computer Vision Overview

2.2.1 Digital Image Processing Fundamentals(1) 2.2 Digital i

2.2.2 Digital Image Processing Fundamentals(2) 2.2 Digital i

2.3.1 Image Preprocessing Technology(1) 2.3 Image Preprocess

2.3.2 Image Preprocessing Technology(2) 2.3 Image Preprocess

2.4.1 Basic Tasks of Image Processing(1) 2.4 Basic Tasks of

2.4.2 Basic Tasks of Image Processing(2) 2.4 Basic Tasks of

2.5.1 Feature Extraction and Traditional Methods(1) 2.5 Feat

2.5.2 Feature Extraction and Traditional Methods(2) 2.5 Feat

2.6.1 Deep Learning and Convolution Neural Network(1) 2.6 De

2.6.2 Deep Learning and Convolution Neural Network(2) 2.6 De

2.6.3 Deep Learning and Convolution Neural Network(3) 2.6 De

3. Theory and Application of Automatic Speech Recognition

3 Speech Processing Theory and Applications.pdf

3.1.1 Introduction to Speech processing(1) 3.1 Introduction

3.1.2 Introduction to Speech processing(2) 3.1 Introduction

3.1.3 Speech Synthesis 3.1 Introduction to Speech processing

3.2.1 Traditional Speech Model(1) 3.2 GMM EBGTC00000591 Cour

3.2.2 Traditional Speech Model(2) 3.2 GMM EBGTC00000591 Cour

3.3.1 Traditional Speech Model(1) 3.3 HMM EBGTC00000591 Cour

3.3.2 Traditional Speech Model(2) 3.3 HMM EBGTC00000591 Cour

3.4.1 Traditional Speech Model 3.4 GMM-HMM EBGTC00000591 Cou

3.5.1 Deep Neural Network Model 3.5 DNN EBGTC00000591 Course

3.6.1 Deep Neural Network Model 3.6 DNN-HMM and CD-DNN-HMM E

3.7.1 Advanced Speech Model 3.7 RNN EBGTC00000591 Courseware

3.8.1 Advanced Speech Model and Future Outlook 3.8 LSTM and

4. Theory and application of natural language comprehension

4.1.1 Introduction of NLP 4.1 Introduction to NLP EBGTC00000

4.1.2 Challenge of NLP 4.1 Introduction to NLP EBGTC00000591

4.2.1 Languages Models 4.2 Languages Models EBGTC00000591 Co

4.3.1 Text Vectorization 4.3 Text Vectorization EBGTC0000059

4.4.1 Common Algorithms 4.4 Common Algorithms EBGTC00000591

4.5.1 Key Tasks 4.5 Key Tasks EBGTC00000591 Courseware Huawe

4.6.1 Application of NLP 4.6 Applications of NLP EBGTC000005

4 Natural Language Processing Theory and Applications.pdf

5. Overview of Huawei's AI Development Strategy and

5 Overview of Huawei's AI Development Strategy.pdf

5.1.1 AI New General Purpose Technology 5.1 AI New General P

5.2.1 The 10 Changes that Will Define the Future 5.2 The 10

5.3.1 HuaWei's AI Development Strategy 5.3 HuaWei's AI Devel

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تولید کننده: Huawei