Understanding functional and technical aspects of Overview of Deep Learning
The following will be discussed in HUAWEI H13-311 exam dumps:
- Testing the Model
- Instating All Variables
- TensorFlow Modules
- Upgrading Functions and Objectives
- Characterizing the Operation
- TensorFlow Overview
- TensorFlow Basics
- Characterizing the Learning Parameter Variable
- Utilizing the Model
- TensorFlow Characteristics
- Characterizing the TensorFlow Input Node
- Repeat and Update Parameters to the Optimal Solution
- Fundamental Development Steps Using TensorFlow
- TensorFlow Development Environment Setup
Topics of Huawei Certified ICT Associate-Artificial Intelligence
The following will be discussed in HUAWEI H13-311 practice exam and HUAWEI H13-311 practice exams:
- Python programming nuts and bolts
- Outline of Deep Learning
- Fundamental science information and pre-information for Deep Learning
- Outline of Huawei cloud EI
- Outline of TensorFlow, programming nuts and bolts, and techniques for utilizing TensorFlow programming for picture acknowledgment, discourse acknowledgment, and human-machine exchange
- Outline of computerized reasoning
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Huawei H13-311 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Machine Learning Overview | 20% | - Common algorithms and models - Model training and evaluation - Basic concepts and classification |
| AI Development Frameworks | 12% | - Huawei MindSpore framework introduction - TensorFlow basics and usage |
| Huawei AI Platform & Applications | 8% | - Ascend computing platform and Atlas series - Typical AI application scenarios - Huawei Cloud EI and ModelArts |
| Deep Learning Overview | 25% | - Neural network fundamentals - CNN, RNN and basic architectures - Training mechanisms and optimization |
| Mathematics and Python Basics | 20% | - Data processing and visualization - Linear algebra, probability and statistics - Python programming fundamentals |
| Artificial Intelligence Overview | 15% | - AI technology and application fields - Huawei AI strategy and full-stack architecture - History and development of AI |
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