Data Analysis培訓

Data Analysis培訓

在線或現場,講師指導的實時數據分析(數據分析或數據分析)培訓課程通過討論和動手實踐來演示用於執行數據分析的程式設計語言和方法。

數據分析培訓以「在線現場培訓」或「現場現場培訓」的形式提供。在線實時培訓(又名“遠程實時培訓”)通過互動式遠端桌面進行。現場現場培訓可以在台灣的客戶場所或台灣的NobleProg企業培訓中心進行。

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Data Analysis課程大綱

課程名稱
課程時長
概覽
課程名稱
課程時長
概覽
21小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at beginner-level data engineers, analysts, and scientists who wish to understand how to use dbt Cloud to manage their data warehousing and transformation projects in the cloud. By the end of this training, participants will be able to:
  • Create and manage projects on dbt Cloud.
  • Use the dbt Cloud interface to schedule and run data transformations.
  • Collaborate on projects with team members.
  • Deploy their dbt projects to production.
  • Debug and troubleshoot dbt projects.
14小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at data engineers and analysts who wish to learn beginner to intermediate-level knowledge of using AWS Glue to set up a data pipeline. By the end of this training, participants will be able to:
  • Understand the fundamentals of AWS Glue.
  • Set up an AWS Glue pipeline.
  • Set up AWS Glue crawlers and jobs.
  • Learn how to use AWS Glue transformations.
35小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at data analysts and anyone who is interested to learn how to use and integrate Tableau, Python, R, and SQL for data visualization and analysis. By the end of this training, participants will be able to:
  • Perform data analysis using Python, R, and SQL.
  • Create insights through data visualization with Tableau.
  • Make data-driven decisions for business operations.
21小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at analysts who wish to use TM1 to analyze and customize reports and templates for data in a database. By the end of this training, participants will be able to:
  • Learn how to analyze data using IBM Planning Analytics.
  • Create custom views of the data in a database.
  • Build reports and forms that communicate with TM1.
14小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at data analysts and data scientists who wish to use the MongoDB Aggregation Framework to perform data analysis while simplifying complex operations and aggregation pipelines. By the end of this training, participants will be able to:
  • Install and configure MongoDB for data analysis.
  • Understand the concepts and stages of the MongoDB Aggregation Framework.
  • Learn about the basic structure, syntax, and operations for aggregation.
  • Learn how to handle advanced operations in aggregation.
  • Apply some optimization tools and techniques to improve aggregation performance.
14小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at developers and system administrators who wish to learn and use Sisense for big data manipulation and visualization. By the end of this training, participants will be able to:
  • Learn the fundamental concepts of Sisense and how it works.
  • Create a Sisense dashboard to visualize big data and execute data-driven business decisions.
  • Merge and manage data from multiple sources.
  • Utilize Sisense for quick data manipulation and visualization.
14小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at intermediate to advanced-level data architects who wish to learn skills for installing, configuring, managing, and maintaining a Tableau server. By the end of this training, participants will be able to:
  • Have an in-depth understanding of the Tableau Server architecture.
  • Understand Tableau Server processes and functions.
  • User Tableau Server to automate tasks.
  • Configure and manage the Tableau Server.
  • Set up Tableau Server for high availability and scalability.
14小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at business professionals who wish to learn intermediate-level skills for managing organizational charts using OrgPlus 6. By the end of this training, participants will be able to:
  • Handle large data sets with sophisticated formatting tools.
  • Create data visualization reports and directories.
  • Use OrgPlus printing, exporting, and publishing features.
  • Navigate complex charts with ease.
14小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at data analysts or anyone who wishes to use AWS QuickSight data analysis and visualization. By the end of this training, participants will be able to:
  • Understand the basic concepts of AWS QuickSight.
  • Use AWS QuickSight to create data analysis, reports, and insights.
  • Use AWS to create relationships between data for enhanced analysis.
  • Learn different types of visualizations in understanding data.
14小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at data scientists and developers who wish to use and integrate SQL, Python, and Tableau to perform complex data analysis, processing, and visualization. By the end of this training, participants will be able to:
  • Set up the necessary environment to perform data analysis with SQL, Python, and Tableau.
  • Understand the key concepts of software integration (data, servers, clients, APIs, endpoints, etc.).
  • Get a refresher on the fundamentals of Python and SQL.
  • Perform data pre-processing techniques in Python.
  • Learn how to connect Python and SQL for data analysis.
  • Create insightful data visualizations and charts with Tableau.
21小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at beginner to intermediate-level business analysts, data analysts, and developers who wish to learn the fundamentals of DAX in Power BI. By the end of this training, participants will be able to:
  • Have a comprehensive understanding of Data Analysis Expressions (DAX) in Power BI.
  • Create custom calculations and expressions in Power BI for analyzing data and deriving insights.
  • Learn best practices to optimize DAX performance.
14小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at beginner to advanced-level MicroStrategy architects who wish to develop schemas, change management, and use modeling tools to manage the development cycle of MicroStrategy apps. By the end of this training, participants will be able to:
  • Fully understand the concepts and architecture of data warehousing.
  • Understand how to use analytics, desktop objects, and schemas.
  • Build and maintain MicroStrategy projects.
14小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at data scientists and data analysts who wish to learn how to use each tool in the developer tool palette in Alteryx Designer. By the end of this training, participants will be able to:
  • Learn to use and configure all the tools in the developer tab.
  • Design efficient workflows in Alteryx using the dynamic, validation, and testing tools.
  • Learn how to use API tools to download and parse web data.
  • Use Alteryx scripting tools, including Python and R.
14小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at intermediate-level data analysts who wish to learn and utilize the advanced features and components of Grafana for data visualization and analysis. By the end of this training, participants will be able to:
  • Gain an in-depth understanding of advanced Grafana concepts and components.
  • Leverage template variables and dynamic dashboards for enhanced data visualization.
  • Use Grafana Query Language for complex queries.
  • Learn best practices for scaling Grafana, optimizing performance, and ensuring high availability.
7小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at data analysts who wish to perform product and user analysis using Mixpanel. By the end of this training, participants will be able to:
  • Learn how to use Mixpanel as a web analytics tool.
  • Understand the Mixpanel concepts and implementation.
  • Understand and interpret event data.
14小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at analysts who wish to use Matomo to perform web analytics tasks such as generating a detailed report on the usage of a website. By the end of this training, participants will be able to:
  • Understand how Matomo works in analyzing web data.
  • Learn how data is collected and tracked with Matomo.
  • Understand and interpret Matomo reports.
7小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at developers who wish to learn how Datadog works in monitoring servers, databases, and cloud-based applications and services. By the end of this training, participants will be able to:
  • Learn and understand how the Datadog monitoring tool works.
  • Understand the Datadog core concepts and features.
  • Configure Datadog for infrastructure monitoring and account management.
  • Use Datadog Application Performance Monitoring (APM) and continuous profiling.
21小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at intermediate-level systems administrators who wish to learn and utilize the advanced features and components of Nagios for IT monitoring. By the end of this training, participants will be able to:
  • Understand Nagios architecture, components, and advanced monitoring strategies.
  • Implement advanced service monitoring and extend Nagios functionality.
  • Explore Nagios add-ons and advanced techniques.
14小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at data scientists and developers who wish to set up, deploy, and manage data analytics solutions using Databricks. By the end of this training, participants will be able to:
  • Set up and configure Databricks.
  • Understand how Databricks and Apache Spark work together.
  • Learn how to load and transform data in Databricks.
14小時
This instructor-led, live training in 台灣 (online or onsite) is aimed at data analysts or anyone who wishes to use SPSS Modeler to perform data mining activities. By the end of this training, participants will be able to:
  • Understand the fundamentals of data mining.
  • Learn how to import and assess data quality with the Modeler.
  • Develop, deploy, and evaluate data models efficiently.
35小時
參與者完成此次培訓後,將會對大數據及其相關技術、方法、工具有一個實際和真實的理解。 參與者將有機會通過動手練習將這些知識付諸實踐。小組互動和講師反饋是課堂的重要組成部分。 本課程首先介紹大數據的基本概念,然後講解用于執行數據分析的編程語言和方法,最後我們會討論可啓用大數據存儲、分布式處理及可擴展性的工具和基礎架構。 受衆
  • 開發人員/程序員
  • IT顧問
課程形式
  • 部分講座、部分討論、實操、偶爾測評進度
21小時
R is a very popular, open source environment for statistical computing, data analytics and graphics. This course introduces R programming language to students.  It covers language fundamentals, libraries and advanced concepts.  Advanced data analytics and graphing with real world data. Audience Developers / data analytics Duration 3 days Format Lectures and Hands-on
14小時
Elasticsearch是一個開源的分布式搜索引擎。它通常與Logstash(數據收集和日志分析引擎)和Kibana(分析和可視化平台)一起使用,組成“ELK堆棧”。 本培訓針對希望使用Elasticsearch構建搜索和分析解決方案的軟件開發人員。 本培訓從討論Elasticksearch架構開始,包括其分布式模型和搜索API。然後對Elasticsearch的功能、以及如何最好地將其集成到現有應用程序中進行講解。 動手練習是本次培訓的重要組成部分,讓學員得以將所學知識運用到實踐中,並在實踐過程中收到導師的反饋意見。 受衆
  • 軟件開發人員
課程形式
  • 以現場動手實操爲主。大部分概念是通過示例、練習和動手開發學到的。
7小時
This course covers how to use Hive SQL language (AKA: Hive HQL, SQL on Hive, HiveQL) for people who extract data from Hive
35小時
本次培訓的第一部分介紹了MATLAB的基本原理及其作爲語言和平台的功能。本次討論包括MATLAB語法、數組和矩陣、數據可視化、腳本開發及面向對象原理的介紹。 在第二部分中,我們演示如何使用MATLAB進行數據挖掘、機器學習和預測性分析。爲了給參與者一個關于MATLAB方法和功能的清晰和實用的觀點,我們將使用MATLAB和使用電子表格、C、C ++、Visual Basic等其他工具進行比較。 在培訓的第三部分,參與者學習如何通過自動化數據處理和報告生成來簡化工作。 在整個課程中,參與者將在實驗室環境裏把通過動手練習學到的想法付諸實踐。培訓結束後,參與者將對MATLAB的功能有一個全面的掌握,並將能夠用它來解決實際的數據科學問題,並通過自動化來簡化他們的工作。 整個課程中將進行評估以衡量進度。 課程形式
  • 課程包含理論和實踐練習,包括案例討論、樣本代碼檢查和實操。
注意
  • 練習課程將根據預先安排的樣本數據報告模板進行。如果您有特殊要求,請聯系我們以作安排。
14小時
聽眾分析師,研究人員,科學家,畢業生和學生以及任何有興趣學習如何在Microsoft Excel統計分析的人。 課程目標本課程將有助於提高您對Excel和統計數據的熟悉程度,從而提高您的工作或研究的效率和效率。 本課程介紹如何在Microsoft Excel使用Analysis ToolPack,統計函數以及如何執行基本統計過程。它將解釋Excel限制以及如何克服它們。
35小時
完成此培訓的參與者將獲得對數據科學及其相關技術,方法和工具的實際和真實世界的理解。 參與者將有機會通過輕松練習將這些知識付諸實踐。小組互動和教師反饋構成課堂的重要組成部分。 本課程首先介紹數據科學的基本概念,然後介紹數據科學中使用的工具和方法。 聽衆 開發商技術分析師 IT顧問 課程的 格式 部分講座,部分討論,練習和沈重的練習 注意 要請求本課程的定制培訓,請聯系我們安排。
7小時
Microsoft Excel是世界上最受歡迎的業務分析,報告和策略軟件。 Power BI是一種商業智能工具,用於在業務運營級別可視化數據。 這種由講師指導的實時培訓(現場或遠程)針對希望學習Excel數據準備技術,然後在Power BI中將其可視化的數據分析人員。 在培訓結束時,參與者將能夠:
  • 了解數據分析的原理,數據分析的目標以及數據分析的方法。
  • 在Power BI使用DAX公式進行複雜的計算。
  • 為特定的分析案例創建和使用可視化和圖表。
  • 使用Power View導入,可以從基於Excel的Power BI遷移到獨立的Power BI 。
課程形式
  • 互動式講座和討論。
  • 很多練習和練習。
  • 在現場實驗室環境中動手實施。
課程自定義選項
  • 要請求此課程的定制培訓,請與我們聯繫安排。
42小時
Data analytics is a crucial tool in business today. We will focus throughout on developing skills for practical hands on data analysis. The aim is to help delegates to give evidence-based answers to questions:  What has happened?
  • processing and analyzing data
  • producing informative data visualizations
What will happen?
  • forecasting future performance
  • evaluating forecasts
What should happen?
  • turning data into evidence-based business decisions
  • optimizing processes
The course itself can be delivered either as a 6 day classroom course or remotely over a period of weeks if preferred. We can work with you to deliver the course to best suit your needs.
14小時
Pandas是一個Python包,它提供了用于處理結構化(表格式,多維,可能異構)和時間序列數據的數據結構。

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