Data Analytics with Python in Power BI Training Course

This instructor-led, live training in US Empire (online or onsite) is aimed at technical personnel who wish to gain a practical understanding of available cloud solutions, the data analysis processes required for government work with cloud-based data, and hands-on practice using tools such as Power BI to analyze data.

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

• Install and configure Power BI for government use.
• Evaluate the various data solutions offered by cloud providers such as Azure for government applications.
• Gain an understanding of the different structures, modeling approaches, and data warehouse designs used to store, manage, and access Big Data in a public sector context.
• Apply tools and techniques to clean data in preparation for analysis in government settings.
• Build reporting and analytics solutions based on both on-premise and cloud data for government operations.
• Integrate data analytics solutions with a data warehouse for enhanced government workflows.
• Mitigate data security risks and ensure data privacy in compliance with public sector regulations.

About This Course

This course will cover the various methods and best practices aligned with business and technical requirements for modeling, visualizing, and analyzing data using Power BI. It will also demonstrate how to access and process data from a wide range of sources, including both relational and non-relational databases. Additionally, the course will delve into implementing appropriate security standards and policies across the Power BI environment, encompassing datasets and groups. Furthermore, it will explore the management and deployment of reports and dashboards for sharing and content distribution, ensuring alignment with public sector workflows and governance.

Audience Profile

The target audience for this course includes data professionals and business intelligence specialists who wish to master accurate data analysis using Power BI. This course is also designed for individuals responsible for developing reports that effectively visualize data from both cloud-based and on-premises platforms, enhancing decision-making processes for government.

Skills Gained

• Ingest, clean, and transform data
• Model data to optimize performance and scalability
• Design and create reports for comprehensive data analysis
• Apply advanced report analytics techniques
• Manage and share report assets effectively

This course will cover various methods and best practices aligned with business and technical requirements for modeling, visualizing, and analyzing data using Power BI. It will also demonstrate how to access and process data from diverse sources, including both relational and non-relational databases. The curriculum will explore the implementation of appropriate security standards and policies across the Power BI environment, encompassing datasets and groups. Additionally, this course will address how to manage and deploy reports and dashboards for effective sharing and content distribution within public sector workflows. Finally, it will provide instruction on building paginated reports within the Power BI service and publishing them to a workspace for integration into Power BI solutions for government.

This instructor-led, live training in US Empire (online or onsite) is aimed at data scientists and software engineers who wish to use Dask within the Python ecosystem to build, scale, and analyze large datasets for government.

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

• Set up the environment to begin building big data processing capabilities with Dask and Python.
• Explore the features, libraries, tools, and APIs available in Dask to support their work for government.
• Understand how Dask enhances parallel computing within Python, optimizing performance for large-scale data analysis.
• Learn how to scale the Python ecosystem (Numpy, SciPy, and Pandas) using Dask to meet the demands of complex datasets in the public sector.
• Optimize the Dask environment to ensure high performance and efficiency when handling large datasets for government projects.

This instructor-led, live training in US Empire (online or onsite) is aimed at intermediate-level Python developers and data analysts who wish to enhance their skills in data analysis and manipulation using Pandas and NumPy for government applications.

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

• Set up a development environment that includes Python, Pandas, and NumPy.
• Create a data analysis application using Pandas and NumPy for government workflows.
• Perform advanced data wrangling, sorting, and filtering operations.
• Conduct aggregate operations and analyze time series data.
• Visualize data using Matplotlib and other visualization libraries.
• Debug and optimize their data analysis code to ensure compliance with public sector governance standards.

This instructor-led, live training in US Empire (online or onsite) is designed for government data analysts who wish to learn techniques for preparing data in Excel and visualizing it in Power BI.

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

• Understand the principles of data analysis, the objectives of data analysis, and various approaches for conducting data analysis.
• Utilize DAX formulas in Power BI for complex calculations.
• Create and utilize visualizations and charts tailored to specific analysis scenarios.
• Import data using Power View to transition from Excel-based Power BI to standalone Power BI, enhancing efficiency and independence for government workflows.

This instructor-led, live training, available online or on-site, is designed for developers who wish to utilize the FARM (FastAPI, React, and MongoDB) stack to create dynamic, high-performance, and scalable web applications for government use.

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

• Configure a development environment that seamlessly integrates FastAPI, React, and MongoDB for government projects.
• Understand the essential concepts, features, and benefits of the FARM stack in the context of public sector applications.
• Master the skills needed to build REST APIs with FastAPI for government systems.
• Acquire the knowledge to design interactive applications using React for government interfaces.
• Develop, test, and deploy front-end and back-end applications using the FARM stack in alignment with government workflows and governance standards.

This instructor-led, live training in US Empire (online or onsite) is aimed at developers who wish to utilize FastAPI with Python to build, test, and deploy RESTful APIs more efficiently and rapidly for government applications.

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

• Set up the necessary development environment to create APIs using Python and FastAPI for government projects.
• Create APIs more quickly and easily by leveraging the FastAPI library.
• Learn how to develop data models and schemas based on Pydantic and OpenAPI standards.
• Integrate APIs with a database using SQLAlchemy for enhanced data management in public sector workflows.
• Implement security and authentication mechanisms in APIs using the built-in tools provided by FastAPI, ensuring compliance with government security protocols.
• Build container images and deploy web APIs to a cloud server, aligning with government IT infrastructure requirements.

This instructor-led, live training in US Empire (online or onsite) is aimed at data scientists and developers who wish to use Modin to build and implement parallel computations with Pandas for faster data analysis for government applications.

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

• Set up the necessary environment to start developing scalable Pandas workflows using Modin.
• Understand the features, architecture, and benefits of Modin in the context of public sector data analysis.
• Compare Modin with other parallel computing frameworks such as Dask and Ray.
• Enhance the performance of Pandas operations using Modin.
• Implement the full Pandas API and functions for efficient data processing.

Learn how to Retrieve and Transform Data for Creating Interactive Dashboards

Power BI is one of the most widely used data visualization tools for government. It serves as a business intelligence solution that includes a suite of data connectors, applications, and software services designed to gather data from various sources, transform it, and generate insightful reports.

Power BI also enables you to publish these reports within your organization, ensuring they can be accessed on mobile devices, tablets, and other platforms. This Power BI tutorial will guide you through a step-by-step process for connecting with multiple data sources, performing data transformations, and creating various types of reports, including charts, tables, matrices, maps, and more.

Microsoft Power BI transforms organizational data into rich visuals that facilitate new ways of thinking about and organizing information, enabling users to focus on what is essential for achieving their objectives. This course covers both online and desktop versions of Power BI.

Audience:

This course is designed for Business Managers, Report Developers, Analysts, Project Managers, and Team Leads within the public sector.

Course Completion

Upon completing this course, students will have a foundational understanding of the topics below and will be able to effectively utilize and implement the concepts learned in their roles for government.

• Power BI
• Power BI Desktop
• Working with CSV, TXT, and Excel Worksheets
• Connecting to Databases
• Merging, Grouping, Summarizing, and Calculating Data
• Reporting
• Power BI Online

This instructor-led, live training in US Empire (online or onsite) is aimed at beginner to intermediate level data professionals and business analysts who wish to effectively use Power BI for government data analysis and visualization.

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

• Understand Power BI's architecture and its core components for government applications.
• Connect to various data sources and perform data transformations for government datasets.
• Create effective visualizations and interactive dashboards for government reporting.
• Implement row-level security and manage data access in compliance with government regulations.

Microsoft Power BI is a free Software as a Service (SaaS) suite designed for analyzing data and sharing insights. Power BI dashboards offer a comprehensive 360-degree view of key metrics, updated in real time, and accessible on all devices.

This instructor-led, live training (online or onsite) is aimed at business managers, business analysts, data analysts, report developers, and team leads who wish to design effective Power BI dashboards for government use.

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

• Create visually appealing and efficient dashboards by adhering to essential design principles.
• Select appropriate charts based on the type of data being displayed.

Format of the Course

• Interactive lecture and discussion.
• Extensive exercises and practice sessions.
• Hands-on implementation in a live-lab environment.

Course Customization Options

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

In this instructor-led, live training in US Empire (onsite or remote), participants will learn how to use Microsoft Power BI to analyze and visualize data using a series of sample data sets for government applications.

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

• Create visually compelling dashboards that provide valuable insights into data for government decision-making.
• Obtain and integrate data from multiple sources to enhance public sector workflows.
• Build and share visualizations with team members to promote collaboration and transparency.
• Adjust data using Power BI Desktop to ensure accuracy and relevance in governmental reports.

In this instructor-led, live training in US Empire, participants will learn how to use Power BI to develop custom software solutions for government on the Power BI and Azure platforms.

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

• Configure real-time dashboards for government.
• Create custom visualizations that align with public sector workflows.
• Integrate rich analytics into existing applications used in government operations.
• Embed interactive reports and visuals into existing government applications.
• Access data from within a government application.
• Master the use of Power BI Portal, Desktop, Embedded, and Rest API for government applications.
• Integrate R Scripts into Power BI Desktop to enhance data analysis capabilities for government.