Data Analysis with SQL, Python, and Tableau Training Course

This course explores the fundamentals of human perception and demonstrates how to apply these insights to deliver impactful data-driven conclusions. Participants will gain familiarity with core design theories, including Gestalt Laws, pre-attentive attributes, and inclusive design practices. The curriculum also covers the distinctions and overlaps between exploratory and explanatory analysis approaches. Learners will investigate chart selection strategies to identify the most appropriate visualizations for specific contexts. Upon completion, participants will understand how to effectively implement design principles within visualizations created using Tableau software.

Throughout this course, you will gain the following capabilities:

Designed as an introductory guide for Tableau beginners, this course is ideal for anyone eager to work with data. It aims to help you master the core functions of Tableau.

• Connect to your data sources.
• Edit and save data sources.
• Understand Tableau terminology.
• Utilize the Tableau interface and workflow to effectively create powerful visualizations.
• Create basic calculations, including arithmetic operations, custom aggregations, ratios, date mathematics, and quick table calculations.
• Represent your data using the following visualization types:
  • Cross tabs
  • Geographic maps
  • Heat maps
  • Tree maps
  • Pie charts and bar charts
  • Dual axis and combined charts with different mark types
  • Highlight Tables
  • Scatter Plots
• Build dashboards to share visualizations.

This instructor-led, live training in Taiwan (online or onsite) is tailored for beginner-level professionals who wish to use Tableau to create data visualizations and interactive dashboards.

By the end of this training, participants will be able to connect to data sources, build visualizations, design dashboards, and apply basic data analysis techniques.

By the end of this training, participants will be able to:

This instructor-led, live training in Taiwan (online or onsite) is aimed at data scientists who wish to program in R for Tableau.

• Implement Tableau analytics with R.
• Return values to Tableau with learning algorithms in R.
• Structure and visualize R functions in Tableau.
• Make data driven decisions for business operations.

This instructor-led, live training in Taiwan (online or onsite) is designed for beginner to intermediate data analysts who wish to utilize Tableau Desktop to transform raw data into meaningful insights through graphical representations such as charts, graphs, maps, and tables.

By the end of this training, participants will be able to:

• Connect to multiple types of data sources (Excel, CSV, databases, cloud-based) and understand the distinctions between live and extract connections.
• Prepare and clean data for analysis, including renaming fields, handling null values, and combining datasets through joins and blends.
• Create basic visualizations such as tables, bar charts, line charts, and maps, and apply filters to refine data presentations.
• Develop intermediate visualizations including geographic maps, dual-axis charts, and use hierarchies, groups, and sets to enhance analysis.
• Build calculated fields and parameters to create dynamic and customized visualizations based on user inputs and logic functions.
• Design interactive dashboards and stories, incorporating multiple visualizations and filters to tell a cohesive narrative.

Tableau Explorer represents a specific license tier within Tableau Cloud, tailored for users who engage with dashboards, apply filters, generate views, and collaborate with teams via published data sources.

This instructor-led training session, available either online or on-site, targets beginner to intermediate business users aiming to explore, filter, and interact with data using the Tableau Explorer capabilities in Tableau Cloud.

Upon completion of this training, participants will be equipped to:

• Navigate Tableau dashboards and shared workbooks with confidence.
• Apply filters, drill down into details, and export data directly from dashboards.
• Create saved views and configure custom alerts triggered by data changes.
• Collaborate effectively with team members through comments, subscriptions, and shared views.

Course Format

• Interactive lectures combined with live demonstrations.
• Practical exercises utilizing shared dashboards and published content.
• Real-time practice within Tableau Cloud, guided by exploratory learning.

Customization Options

• To arrange a customized training session for this course, please contact us directly.

In this instructor-led, live training in Taiwan, participants will learn how to extend the capabilities of Tableau to fit the specific needs of their organization.

By the end of this training, participants will be able to:

• Install and configure Tableau (Desktop, Server, Online.)
• Understand the fundamentals of developing with Tableau.
• Create and publish data visualizations and interactions with Tableau.
• Use Tableau's developer tools and APIs to customize and extend the capabilities of Tableau for their organization.

Upon completing this training, participants will be equipped with the following capabilities:

This instructor-led live training in Taiwan (online or onsite) is designed for intermediate-level digital forensic and cybersecurity professionals who seek a comprehensive understanding and practical skills in utilizing Tableau Forensic Imager for digital forensic purposes.

• Grasp the significance and role of digital forensic imaging in investigations.
• Operate Tableau Forensic Imager to acquire forensically sound images.
• Apply best practices in handling and preserving digital evidence.
• Navigate the software interface to configure, execute, and manage imaging tasks.
• Analyze and validate forensic images to ensure integrity and admissibility in court.

This instructor-led, live training in Taiwan (online or onsite) is aimed at data analysts and data scientists who wish to search, analyze, and visualize data using Tableau.

By the end of this training, participants will be able to:

• Connect to your data.
• Edit and save a data source.
• Understand Tableau terminology.
• Use the Tableau interface / paradigm to effectively create powerful visualizations.
• Create calculations including arithmetic calculations, custom aggregations and ratios, date math, and table calculations.
• Represent your data using different visualization types.
• Build dashboards to share visualizations.

This instructor-led, live training in Taiwan (online or onsite) is aimed at data analysts who wish to prepare and shape data using Tableau Prep Builder.

By the end of this training, participants will be able to:

• Install Tableau Prep.
• Understand and implement a Data Science Workflow.
• Read data from a variety of sources, such as Excel and databases.
• Prepare, shape and sample data for analysis in Tableau Desktop.
• Explore and validate data.
• Create and publish Tableau Prep flows.

This instructor-led, live training in Taiwan (online or onsite) is aimed at beginner to intermediate data analysts who wish to gain practical knowledge of Tableau Prep Builder and essential mapping functionalities in Tableau to address data preparation and visualization challenges.

By the end of this training, participants will be able to:

• Connect to a variety of data sources, including cloud-based and local files, and manage live and extracted data connections.
• Perform data fusion and combination using advanced joining techniques to merge multiple datasets from different sources for better analysis.
• Create calculated fields and perform operations to manipulate and analyze data dynamically.
• Publish and update prepared data to Tableau Server or Tableau Online, enabling automated updates and scheduling.
• Create basic and advanced maps with geographic data, including filled maps, density maps, and dual-axis maps.
• Apply mapping techniques to solve real-world business problems by creating interactive, detailed geographic visualizations.

Tableau serves as a prominent business intelligence and data visualization platform. Python, a widely adopted programming language, offers extensive support for numerous statistical and machine learning techniques. By leveraging Tableau's robust data visualization capabilities alongside Python's machine learning functionalities, developers can swiftly construct advanced data analytics applications tailored to diverse business needs.

Through this instructor-led live training, participants will acquire the skills to integrate Tableau and Python for performing advanced analytics. This integration is facilitated via the TabPy API.

Upon completion of this training, participants will be capable of:

• Integrating Tableau and Python using the TabPy API
• Leveraging the combined power of Tableau and Python to analyze complex business scenarios with just a few lines of Python code

Audience

• Developers
• Data scientists

Format of the course

• A blend of lectures, discussions, exercises, and extensive hands-on practice

Upon completion of this training, participants will be able to:

This instructor-led, live training in Taiwan (online or onsite) is designed for intermediate to advanced-level data architects seeking to acquire skills in installing, configuring, managing, and maintaining a Tableau server.

• Gain an in-depth understanding of the Tableau Server architecture.
• Comprehend Tableau Server processes and functions.
• Utilize Tableau Server to automate tasks.
• Configure and manage the Tableau Server.
• Set up Tableau Server for high availability and scalability.

This instructor-led, live training in Taiwan (online or onsite) is aimed at beginner to intermediate-level data scientists and analysts who wish to learn how to utilize Tableau tools for data visualization and analysis. By the end of this training, participants will be able to: Connect multiple sources of data. Create basic data visualizations. Use basic to advanced calculations for data analysis. Learn best practices for using graphs and visualizations.

This course is tailored for those new to Tableau or those seeking a refresher. It will guide you through the steps necessary to create your first visualization from scratch. You will also learn how to apply essential design principles to your Tableau visualizations. By the end of the course, you will be able to create and share your insights with a broader audience.