「Cornerstone 課程」之數據資料分析

技能精進課程

針對製造業相關之各類通用主題，提供彈性培訓課程。該工作坊專為精進您的專業技能與實務知識而設計，協助您於瞬息萬變產業中維持競爭優勢，隨時掌握業界最新趨勢脈動。

探索課程內容

我們致力於協助您實現卓越製造。 聯絡 camLine

課程概覽

Cornerstone 精簡數據資料收集、彙整與分析流程並高效支援自動化複製。本課程將帶您掌握 Cornerstone 軟體應用，協助您快速熟悉數據資料、洞察規律模式，並依據一致性架構進行評估。

目標群體： 負責處理與分析數據資料工程師 、技術人員、分析師與科學家。
背景知識：具備數學思維邏輯、熱衷探索數據資料隱藏價值及具備統計學基礎知識者。
學習工具： 配合培訓課程使用之個人化學習教材。

課程目標

目標

了解 Cornerstone 分析工作流程之「工作地圖」概念。
運用新進資料重複進行分析（無需使用巨集記錄器）。
結構化資料（建立子集、新增計算欄位、資料聯結）。
善用標準與創新圖表類型。

運用互動式圖表工具以鏈接圖表、數據資料與分析。
理解基礎統計概念及其在工程問題中之應用。
善用簡潔函數建立模型以獲得深入洞見。
迴歸分析、主成分分析（MANOVA）。

課程內容

內容

- 數據資料讀取
- 數據資料來源定義
- 使用「讀取」、「重新讀取」、「拖曳」 & 「放置」
- 連接與合併
- 欄位屬性（數據資料類型使用與格式）
- 新增手動欄位與計算欄位
- 建立子集
- 圖表類型
- 自訂圖表屬性
- 動態圖形工具（Cornerstone 畫筆、標籤與透明度工具、複製 & 貼上）
- 圖表與統計方法連結
- 匯出圖表
- 機率分配
- 信賴區間
- 摘要統計量與數據資料彙總

- 模型方法
- 檢驗假設前提（擬合優度、離群值、數據轉換）
- 圖表（調整後因變數、預測值）
- 最優化
- 應用主成分分析進行相關性分析
- 主成分分析作為迴歸分析之資料壓縮工具
- 將多變量變異數分析（MANOVA）作為判定類別結果之決策工具（鑑別分析）
- 量測系統分析
- 統計製程管控
- 製程能力（Cpk 分析）

Meet Our Trainer

Our training programs are led by industry experts with years (if not decades) of hands-on experience. Each trainer provides practical insights and ensures that you gain valuable skills and develop a deep understanding of the subject matter.

Dr. Theo Wember

A freelance statistician since 1988, Theo Wember specializes in DoE and technical statistics, with recent work in machine learning. He conducts training courses and consults on technical statistics, also serving on the camLine Cornerstone board.

Claudia Wahl

With over 30 years in the semiconductor industry, Claudia Wahl specializes in SPC, DoE, and Six Sigma. Her experience spans development, production, and logistics in international teams. Since 2017, Claudia has been a freelance consultant and trainer specializing in Design of Experiments (DoE) and Statistical Process Control (SPC) to optimize processes, implement data-driven strategies, and provide Lineworks SPACE training and consulting.

Dr.-Ing. Dirk Ortloff

Dirk Ortloff, a computer scientist with a doctorate in micromechanics, has focused on innovation management in high-tech industries. He founded Process Relations, later acquired by camLine, and now leads his own consulting and training company.

Dr. Tanja Fischer

Tanja Fischer advocates for data-driven decisions, believing in the power of numbers. She emphasizes careful analysis and interpretation, guiding professionals in making informed, data-backed decisions.

Gain Practical Skills in Manufacturing Data Management with camLine Academy

Complete the form to request your access to camLine e-Learning platform. Once your request is submitted, we will process it and provide you with the necessary login details.

If you can’t find the subject you’re looking for or are interested in another topic, feel free to ask, and we’ll be happy to assist.

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camLine Academy

—an open platform for consulting and training in the high-tech industry

The Operational Excellence Academy helps you strengthen your market position with an expanding range of training and consulting services. Our experienced and independent trainers understand the challenges across various industries, providing you with tailored support.

camLine offers on-site and online training, workshops, and consulting for industrial projects, encouraging open discussions that lead to practical solutions and long-term success.

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Frequently Asked Questions

FAQ

camLine Academy training programs are structured to provide in-depth lectures, practical simulations, and expert discussions. Depending on the format, there are also hands-on exercises and personalized solutions.
- On-site/Online Training: These are intensive, instructor-led programs with direct interaction and practical exercises.
- e-Learning Platform: This offers self-paced learning, allowing participants to complete courses at their own convenience.
Yes, camLine Academy offers customized training programs tailored to your specific needs. You can request personalized training by contacting our support team to discuss your requirements.

You can register for a training program by selecting the desired course on the camLine Academy page and following the instructions.
Our trainers are industry experts with years of experience in the manufacturing sector. They bring practical insights and a passion for teaching to ensure participants gain valuable, applicable skills.
Yes, on-site training typically requires a minimum number of participants. Please contact us to learn about the specific requirements for your desired training.

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