Data Science with Tableau and R Programming Training Course

This instructor-led, live training in US (online or onsite) is intended for intermediate-level advanced R users aiming to build accelerated workflows, enhance code quality, and manage complex analysis tasks within government operations.

By the conclusion of this training, participants will be capable of: creating reusable functions, optimizing data workflows, debugging and optimizing code, and generating reproducible reports for government stakeholder communication.

Big Data encompasses the technological frameworks and methodologies designed for the storage and processing of extensive data sets. Initially pioneered by Google, these solutions have undergone significant evolution, inspiring numerous comparable initiatives, many of which are now accessible as open-source resources. R remains a widely adopted programming language within the financial sector, offering robust capabilities for data analysis.

This instructor-led, live training in US (online or onsite) is designed for entry-level data analysts seeking to utilize R for data manipulation, foundational analysis, and the generation of insightful visualizations.

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

• Comprehend the fundamentals of R Programming.
• Implement core data science workflows.
• Develop visual representations of datasets.

Data analytics serves as a fundamental instrument for operational effectiveness in the public sector. This curriculum prioritizes the acquisition of practical, hands-on skills for empirical data analysis. The objective is to equip participants with the capability to provide evidence-based responses to critical governance inquiries for government use:

Historical Analysis

• Systematic processing and examination of datasets
• Generation of actionable visual representations of data

Predictive Assessment

• Forecasting future operational trends and outcomes
• Validation and evaluation of forecast accuracy

Strategic Recommendation

• Translating data insights into informed, evidence-based policy and operational decisions
• Optimization of administrative and service delivery processes

This live, instructor-led training, delivered remotely or onsite, is intended for entry-level personnel aiming to sanitize and interpret data, formulate statistical estimates, and produce informative visualizations utilizing these specialized tools.

By the conclusion of this course, attendees will be equipped to:

• Grasp the fundamental mechanics of Python, R, Power Query, and Power BI for analytical purposes.
• Refine and arrange datasets through the use of Python and Power Query.
• Conduct statistical evaluations and forecasting exercises using R.
• Produce professional-grade dashboards and documentation with Power BI.
• Effectively consolidate and analyze data derived from multiple sources.

R is a widely adopted, open-source platform designed for statistical computing, data analytics, and graphical representation. This training program provides a comprehensive introduction to the R programming language, specifically tailored for government audiences. The curriculum addresses core linguistic fundamentals, essential libraries, and advanced analytical concepts, emphasizing the application of data analytics and visualization techniques to real-world datasets relevant for government operations.

Target Audience

Software Developers and Data Analysts

Duration

3 days

Delivery Format

Instructional Lectures and Hands-on Practical Exercises

This instructor-led live instruction, delivered in US via online or on-site modalities, is designed for intermediate-level data analysts and business professionals who require the ability to execute time series projections and automate data analysis workflows using R.

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

• Demonstrate proficiency in the fundamental principles of forecasting techniques within the R environment.
• Implement exponential smoothing and ARIMA models to conduct rigorous time series analysis.
• Deploy the 'forecast' package to construct precise and reliable projection models.
• Establish automated forecasting workflows to support operational and research objectives for government agencies.

This instructor-led live training in US (online or onsite) is intended for data scientists and developers aiming to integrate SQL, Python, and Tableau to conduct complex data analysis, processing, and visualization for government use cases.

Upon completion, participants will be equipped to:

• Configure the requisite environment for data analysis using SQL, Python, and Tableau.
• Comprehend core software integration concepts, including data flow, server-client interactions, APIs, and endpoints.
• Reinnowledge the foundational principles of Python and SQL.
• Apply data pre-processing methodologies within Python.
• Establish connections between Python and SQL to facilitate data analysis.
• Generate actionable data visualizations and charts using Tableau.

This instructor-led, live training in US (available online or onsite) is designed for data analysts with beginner to intermediate proficiency who seek to leverage Tableau Desktop to transform raw data into meaningful insights through graphical representations, such as charts, graphs, maps, and tables, supporting operational transparency and decision-making for government entities.

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

• Connect to multiple data source types, including Excel, CSV, databases, and cloud-based platforms, and understand the distinctions between live and extract connections.
• Prepare and cleanse 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 and dual-axis charts, and utilize hierarchies, groups, and sets to enhance analytical rigor.
• 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 suitable for public sector communication.

The Tableau Explorer license tier within Tableau Cloud is specifically engineered for users for government purposes who require the ability to interact with dashboards, apply filtering criteria, generate personalized views, and coordinate with colleagues using established data sources.

This live, instructor-led training program, available in both online and onsite formats, is tailored for entry-level to intermediate business users seeking to analyze, filter, and engage with data assets via Tableau Explorer in the Tableau Cloud environment.

Upon completion of this instructional module, participants will possess the capability to:

• Proficiently navigate Tableau dashboards and shared workbooks.
• Implement filters, execute data drills, and retrieve data exports from dashboards.
• Develop saved views and configure custom alerts responsive to data fluctuations.
• Engage in team collaboration through comments, subscriptions, and shared visualizations.

Instructional Methodology

• Interactive lectures and live demonstrations.
• Practical exercises utilizing shared dashboards and published content.
• Real-time guided exploration within the Tableau Cloud platform.

Customization of Training Content

• To initiate a tailored training arrangement for this course, please contact our office for scheduling.

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

This instructor-led, live training in US (delivered online or onsite) is designed for intermediate-level digital forensic and cybersecurity professionals seeking a comprehensive understanding and practical proficiency in using the Tableau Forensic Imager for digital forensic purposes within the public sector.

• Understand the role and importance of digital forensic imaging in investigations for government purposes.
• Operate the 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 course, conducted in US (online or on-site), is targeted at data analysts and data scientists who intend to retrieve, analyze, and visualize data using Tableau for government operations.

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

• Establishing connections to data sources.
• Modifying and saving data source configurations.
• Comprehending Tableau-specific terminology.
• Leveraging the Tableau interface and paradigm to generate robust visualizations.
• Performing calculations, including arithmetic, custom aggregations, ratios, date mathematics, and table calculations.
• Representing data through diverse visualization formats.
• Constructing dashboards to facilitate the dissemination of visual insights.

This instructor-led, live training in US (online or onsite) is aimed at entry-level to mid-level data analysts who wish to acquire practical skills in Tableau Prep Builder and essential mapping features in Tableau to address data preparation and visualization needs for government operations.

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

• Establish connections to various data sources, including cloud-based and local files, and manage live and extracted data connections.
• Execute data fusion and integration using advanced joining techniques to consolidate multiple datasets from different sources for enhanced analysis.
• Develop calculated fields and perform operations to manipulate and analyze data dynamically.
• Publish and refresh prepared data to Tableau Server or Tableau Online, enabling automated updates and scheduling.
• Construct basic and advanced maps with geospatial data, including filled maps, density maps, and dual-axis maps.
• Apply mapping techniques to resolve real-world business problems by creating interactive, detailed geographic visualizations for government use.

This instructor-led, live training module, conducted in US (either online or on-site), is designed for advanced-level data professionals seeking to utilize Tableau for constructing complex visualizations, optimizing dashboards, and performing rigorous data analysis for government operations.

Upon completion of this training, participants will be proficient in: installing and configuring Tableau for advanced use, creating sophisticated calculations, designing interactive dashboards for government reporting, and optimizing system performance.