Data Analysis with SQL, Python, and Tableau Training Course

This instructor-led, live training in Malaysia (online or onsite) is aimed at intermediate-level database administrators, developers, and analysts who wish to master advanced SQL functionalities for complex data operations and database management.

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

• Execute advanced querying techniques using unions, subqueries, and complex joins.
• Add, update, and delete data, tables, views, and indexes with precision.
• Ensure data integrity through transactions and manipulate database structures.
• Create and manage databases efficiently for robust data storage and retrieval.

This course explores human perception and demonstrates how to harness it to deliver optimal insights. You will become familiar with design theory, covering Gestalt Laws, pre-attentive attributes, and inclusivity. Additionally, you will grasp the similarities and distinctions between exploratory and explanatory analysis. You will learn about the appropriate use of charts and how to select the most suitable option for your needs. By the end of the course, you will know how to apply design principles to visualizations created using Tableau software.

By the end of this course, you will be equipped with the following capabilities:

This course serves as an introductory guide for Tableau users, designed for individuals interested in working with data. It aims to help you master the core functionalities of Tableau.

• Establish connections with your data sources.
• Edit and save data sources.
• Gain a solid understanding of Tableau terminology.
• Utilise the Tableau interface and its underlying paradigm to create powerful visualisations effectively.
• Develop basic calculations, including standard arithmetic operations, custom aggregations, ratios, date-based mathematics, and quick table calculations.
• Represent your data using the following types of visualisations:
  • Cross tabs
  • Geographic maps
  • Heat maps
  • Tree maps
  • Pie charts and bar charts
  • Dual axis charts and combined charts with various mark types
  • Highlight tables
  • Scatter plots
• Construct dashboards to share your visualisations.

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

This instructor-led, live training in Malaysia (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 Malaysia (online or onsite) is targeted at 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.

The Tableau Explorer license level in Tableau Cloud is designed for users who interact with dashboards, apply filters, create views, and collaborate with teams using published data sources.

This instructor-led, live training (online or onsite) is aimed at beginner-level to intermediate-level business users who wish to explore, filter, and interact with data using Tableau Explorer in Tableau Cloud.

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

• Navigate Tableau dashboards and shared workbooks confidently.
• Apply filters, drill down, and export data from dashboards.
• Create saved views and custom alerts based on data changes.
• Collaborate with team members using comments, subscriptions, and shared views.

Format of the Course

• Interactive lecture and demonstration.
• Hands-on exercises using shared dashboards and published content.
• Real-time practice in Tableau Cloud with guided exploration.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

Upon completion of this training, participants will have mastered the following key competencies:

This instructor-led, live training in Malaysia (online or onsite) is tailored for intermediate-level digital forensic and cybersecurity professionals who seek a comprehensive understanding and practical proficiency in using Tableau Forensic Imager for digital forensic applications.

• Grasp the significance and role of digital forensic imaging in investigations.
• Utilise Tableau Forensic Imager to acquire forensically sound images.
• Apply best practices for 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 Malaysia (online or onsite) is designed for data analysts and data scientists who intend to search, analyze, and visualize data using Tableau.

By the conclusion of this training, participants will be equipped to:

• Connect to their data.
• Edit and save a data source.
• Understand Tableau terminology.
• Utilize the Tableau interface and 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 Malaysia (available online or on-site) is designed for data analysts seeking to prepare and shape data using Tableau Prep Builder.

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

• Install Tableau Prep.
• Understand and implement a Data Science Workflow.
• Ingest data from various 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 Malaysia (online or onsite) is aimed at beginner-level to intermediate-level data analysts who wish to gain practical knowledge of Tableau Prep Builder and the 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 is a powerful business intelligence and data visualization tool. 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 create sophisticated data analytics applications tailored to various business needs.

In this instructor-led live training, participants will learn how to effectively integrate Tableau and Python to perform advanced analytics. The integration between Tableau and Python will be facilitated through the TabPy API.

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

• Integrate Tableau and Python using the TabPy API
• Analyze complex business scenarios using the combined power of Tableau and Python with minimal Python code

Audience

• Developers
• Data scientists

Course Format

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

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

This instructor-led, live training in Malaysia (online or onsite) targets intermediate to advanced-level data architects who wish to acquire the skills required for installing, configuring, managing, and maintaining a Tableau server.

• Gain a comprehensive understanding of the Tableau Server architecture.
• Comprehend the processes and functions of Tableau Server.
• Leverage Tableau Server to automate operational tasks.
• Configure and manage the Tableau Server environment.
• Establish Tableau Server configurations for high availability and scalability.

This course is tailored for learners who have never used Tableau before or those seeking a refresher. It will guide you through the necessary steps to create your first visualization from the ground up. 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.

This instructor-led, live training in Malaysia (online or onsite) is aimed at advanced-level data professionals who wish to use Tableau to build complex visualizations, optimize dashboards, and perform advanced data analysis.

By the end of this training, participants will be able to install and configure Tableau for advanced use, create advanced calculations, design interactive dashboards, and optimize performance.

This engaging 4-day course is designed for Tableau beginners. Throughout the session, you will become acquainted with Tableau’s full range of features and learn how to create and share data visualizations. The curriculum guides you through every step, including connecting to data, creating calculations, selecting the appropriate chart type, building dashboards, and publishing your work.

The course consists of topic-specific lectures followed by practical exercises. It concludes with a 30-minute knowledge test and a 60-minute project assignment.

Course milestones:

• Get familiar with the Tableau interface.
• Connect to and work with your data.
• Utilize Tableau features.
• Build insightful visualizations.
• Share your work with a wider audience.

Course format:

• Interactive lectures and discussions.
• Extensive exercises and practice sessions.
• Hands-on implementation in a live-lab environment.
• Knowledge test and hands-on project at the course conclusion.