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Artificial Intelligence

UL认证人工智能专员

掌握将人工智能(AI)融合到您的产品组和价值链中所需的技能和知识，以实现其巨大潜力。

从自动驾驶到材料测试和医学图像处理，人工智能(AI)和机器学习(ML)正越来越多地出现在各行各业及其应用中，并与各种各样的技术相融合。为了满足不断变化的行业需求和市场需求，公司必须能够理解人工智能和机器学习的基本要素。

我们的UL认证人工智能专员培训不仅会介绍有关AI和ML的基础知识，还会通过实践练习，助力参与者掌握所需技能和知识，将人工智能融合到他们的产品组和价值链中，以挖掘AI的巨大潜力。此培训以实践为导向，内容涵盖各种ML方法，着重介绍人工神经网络、深度学习基础，还会提供应用AI和ML练习。

See Dates

Key Takeaways

成功完成此培训后，参与者将能够：

  • 描述在创建和维护人工智能系统时常用的术语和概念。
  • 了解不同人工智能方法的底层技术、用例和缺点。
  • 使用现代框架从零开始设计、训练和验证神经网络。

参加UL认证人工智能专员 - 基础级考试，这是取得高级认证的重要条件，例如UL认证自动驾驶安全专员 - 机器学习。

第1天：基础

  • 介绍和术语定义
  • AI用例和不足
  • 介绍在培训研讨中使用的技术，如TensorFlow和Keras
  • 示例架构
  • 人工智能方法总览
  • 监督学习
  • 无监督学习
  • 强化学习
  • 单层神经网络（感知器）
  • 生物学动机
  • 生物学和人工神经元
  • 学习：优化和梯度下降
  • 多类别分类

第2天：术语和工具概述

  • 损失函数
  • 性能指标
  • 数据划分
  • 特征提取和降维
  • 过度拟合与对策
  • 多层神经网络
  • 反向传播
  • 深度学习
  • 卷积概论
  • 卷积神经网络
  • 基于图像问题的卷积神经网络

Target Audience

  • 开发人工智能系统的软件工程师、开发人员、数据专家、项目负责人、质量经理以及测试人员。
  • 负责高级驾驶辅助系统(ADAS)和自动驾驶汽车(AV)验证的工程师。

Prerequisites

参加培训的人员必须：

  • 掌握基础编程技能
  • 以开发人员权限访问运行Windows、Linux或Mac系统的个人计算机(PC)，以完成课程练习

Examination

此培训可以助力参与者做好参加UL认证人工智能专员 - 基础级考试的备考工作，通过该考试是获取高级认证的先决条件，如UL认证自动驾驶安全专员 - 机器学习。

Further Information

  • UL Solutions会为通过考试的参与者颁发证书。
  • 在线培训涉及的相关资料均以纸质形式提供。

Course Dates

Dates 地点 Time Language Status Price
2024/8/19 —
2024/8/22		 Virtual 03:00 PM - 07:00 PM CET English — — —
2025/11/20 —
2025/11/21		 Virtual 09:00 AM - 05:00 PM CET English €1250 REGISTER
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地点:Onsite-Training
Date:2/7 -2/10/2024
Time:09:00 AM - 05:00 PM
Language:English (EN)
Examination Fee:$Xx per participant
Online Price:#Xx per participant, plus vat
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Cancellation Policy

Contractual cancellation right

The registration can be cancelled free of charge 30 days before the training date, after which the following rules apply: 

  • 30 days – 14 days before the start of the training: 50% of the participation fee
  • 14 days or less before the start of the training: 100% of the participation fee
  • This shall not apply when a substitute attendee is named. This is possible until the registration at the beginning of the event.

The relevant cut-off date for the calculation of the cancellation period is the first training day of a bindingly booked training.

The cancellation must be declared in writing and sent by email to the training provider.

Naming substitutes

The participant may, after receiving the registration confirmation, name a substitute in writing prior to the beginning of the seminar.

This change of reservation is free of charge; seminars spanning several days may be transferred only in their entirety, i.e. attended by one substitute.

Date cancellations and date changes

The training provider has the right to change the location of events and/or specify a different date as a substitute. The training provider also reserves the right to cancel dates for organizational reasons (e.g. number of participants too low, illness of the speaker at short notice).

The training provider will notify the participant of the cancellation and of the reason with-out undue delay and will attempt to change the participant's reservation, provided that he agrees to a different date or event location. Otherwise, the full amount of any already paid attendance fee will be refunded in the case of a cancellation; no further claims exist, particularly no refund of travel and/or accommodation cost.

Within UL Solutions we provide a broad portfolio of offerings to many industries. This includes certification, testing, inspection, assessment, verification and consulting services. In order to protect and prevent any conflict of interest, perception of conflict of interest and protection of both our brand and our customers brands, UL Solutions has processes in place to identify and manage any potential conflicts of interest and maintain the impartiality of our conformity assessment services.