Data Analytics with Python in Power BI Training Course

This instructor-led, live training in US (online or onsite) is aimed at technical professionals who wish to gain a practical understanding of available cloud solutions, the data analysis processes required to work with data in the cloud, and hands-on practice using tools such as Power BI for government. By the end of this training, participants will be able to: - Install and configure Power BI. - Evaluate the various data solutions offered by cloud providers such as Azure for government. - Gain an understanding of different structures, modeling approaches, and data warehouse designs used to store, manage, and access Big Data. - Apply tools and techniques to clean data in preparation for analysis. - Build reporting and analytics solutions based on both on-premise and cloud data. - Integrate data analytics solutions with a data warehouse. - Mitigate data security risks and ensure data privacy.

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. Participants will learn how to access and process data from a variety of sources, including both relational and non-relational databases. The course will also delve into the implementation of appropriate security standards and policies across the Power BI platform, encompassing datasets and groups. Additionally, it will provide guidance on managing and deploying reports and dashboards for effective sharing and content distribution. Finally, the course will demonstrate how to create paginated reports within the Power BI service and publish them to a workspace for integration into Power BI, ensuring alignment with public sector workflows and governance for government.

This instructor-led, live training in US (online or onsite) is designed for data scientists and software engineers who wish to utilize 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 necessary environment to begin building big data processing systems using Dask and Python. - Explore the features, libraries, tools, and APIs available in Dask. - Understand how Dask enhances parallel computing capabilities in Python. - Learn techniques for scaling the Python ecosystem (including Numpy, SciPy, and Pandas) using Dask. - Optimize the Dask environment to ensure high performance when handling large datasets.

This instructor-led, live training in US (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 (online or onsite) is designed for government data analysts who wish to learn techniques for preparing data in Excel and then visualizing it in Power BI. By the end of this training, participants will be able to: - Understand the principles of data analysis, including objectives and approaches. - Utilize DAX formulas in Power BI for complex calculations. - Create and use visualizations and charts tailored to specific analysis cases. - Import data using Power View to transition from Excel-based Power BI to standalone Power BI, enhancing efficiency and accuracy in data reporting for government.

This instructor-led, live training (available online or on-site) is designed for developers who aim 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: - Set up a development environment that seamlessly integrates FastAPI, React, and MongoDB. - Understand the fundamental concepts, features, and benefits of the FARM stack. - Learn how to develop REST APIs using FastAPI. - Gain proficiency in designing interactive applications with React. - Develop, test, and deploy both front-end and back-end components of applications using the FARM stack.

This instructor-led, live training (online or onsite) is aimed at developers who wish to use FastAPI with Python to build, test, and deploy RESTful APIs more efficiently and rapidly for government projects. By the end of this training, participants will be able to: - Set up the necessary development environment to create APIs using Python and FastAPI. - Develop APIs more quickly and easily leveraging the FastAPI library. - Understand how to create data models and schemas based on Pydantic and OpenAPI standards. - Integrate APIs with a database using SQLAlchemy. - Implement security and authentication in APIs utilizing FastAPI tools. - Build container images and deploy web APIs to a cloud server for government use.

This instructor-led, live training in US (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. By the end of this training, participants will be able to: - Set up the necessary environment to start developing Pandas workflows at scale with Modin. - Understand the features, architecture, and advantages of Modin for government applications. - Differentiate between Modin, Dask, and Ray in terms of their suitability for various data processing tasks. - Perform Pandas operations more efficiently using Modin. - Implement the entire Pandas API and functions to enhance data analysis capabilities.

Discover how to Retrieve and Transform Data for Preparing Interactive Dashboards

Power BI is a widely recognized Data Visualization and Business Intelligence tool. It comprises a suite of data connectors, applications, and software services designed to extract data from various sources, transform it, and generate insightful reports.

Power BI enables you to publish these reports for your organization, ensuring they are accessible via mobile devices and tablets. In this Power BI Tutorial, we will guide you through the process of connecting to multiple data sources, performing data transformations, and creating a variety of reports such as charts, tables, matrices, and maps, all tailored for government use.

Microsoft Power BI transforms organizational data into rich visuals that facilitate new ways of thinking about and organizing information, enabling a clearer focus on achieving strategic objectives. This course covers both Power BI Online and Power BI Desktop.

Audience:

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

At Course Completion

Upon completing this course, participants will have a foundational understanding of the topics below, as well as the ability to utilize and implement these concepts effectively 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 (online or onsite) is designed for government data professionals and business analysts at the beginner to intermediate level who wish to effectively utilize Power BI for data analysis and visualization. By the end of this training, participants will be able to: - Understand the architecture of Power BI and its core components. - Connect to various data sources and perform necessary data transformations. - Create effective visualizations and interactive dashboards. - Implement row-level security measures and manage data access controls. This training aligns with best practices for government data management, ensuring that participants are equipped to handle data securely and efficiently for government applications.

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 across all devices.

This instructor-led, live training (available online or on-site) is tailored for business managers, business analysts, data analysts, report developers, and team leads who aim to design effective Power BI dashboards.

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

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

Format of the Course

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

Course Customization Options for Government

• To request a customized training session, please contact us to arrange the details.

In this instructor-led, live training in US (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 [location], participants will learn how to use Power BI to develop custom software solutions for government and the Azure platforms. By the end of this training, participants will be able to: - Configure real-time dashboards. - Create custom visualizations. - Integrate advanced analytics into existing applications. - Embed interactive reports and visuals into existing systems. - Access data from within an application. - Master Power BI Portal, Desktop, Embedded, and REST API. - Integrate R Scripts into Power BI Desktop.