Data Analytics with Python in Power BI Training Course

This instructor-led, live training in Uzbekistan (online or onsite) is aimed at business analysts, data analysts, and developers who wish to use the advanced features and tools in Power BI to perform complex data analysis and create interactive visual reports.

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

• Install and configure Power BI and the necessary components.
• Understand and explore the advanced features, components, and tools in Power BI.
• Get valuable insights on advanced data analysis and strategy.
• Apply advanced data modeling techniques.
• Learn how to implement advanced formulas and calculations using DAX.
• Know the tips and tricks on data handling, visualization, and presentation.
• Make reports and dashboards interactive to enable collaboration within Power BI.
• Learn and explore embedded analytics in Power BI.

Power BI is an advanced analytics platform that enables users to model, calculate, and visualize complex datasets using the DAX (Data Analysis Expressions) language and efficient data relationships.

This instructor-led, live training (online or on-site) is designed for intermediate-level professionals who want to enhance their Power BI skills through advanced data modeling, custom calculations, and sophisticated visualization techniques for business intelligence.

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

• Create effective data models and manage relationships efficiently.
• Utilize DAX for calculated columns, measures, and advanced aggregations.
• Implement advanced visualization and interactivity techniques.
• Optimize performance and implement efficient data refresh strategies.

Format of the Course

• Interactive lecture with live demonstrations.
• Hands-on labs using real-world datasets.
• Step-by-step problem-solving exercises using DAX and modeling tools.

Course Customization Options

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

This instructor-led, live training in Uzbekistan (online or onsite) is aimed at technical persons who wish to gain a practical understanding of available cloud solutions, the data analysis processes needed to work with data in the cloud, and the hands-on practice to apply tools such as Power BI to analyze data.

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.
• Gain an understanding of the 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 on-premise as well as cloud data.
• Integrate data analytics solutions with a data warehouse.
• Mitigate data security risks and ensure data privacy.

About This Course

In this course, we will explore a variety of methods and best practices for modeling, visualizing, and analyzing data using Power BI, all aligned with business and technical requirements. We will cover how to access and process data from diverse sources, including both relational and non-relational databases. Additionally, the course delves into implementing appropriate security standards and policies across the Power BI environment, such as securing datasets and groups. Furthermore, we will discuss strategies for managing and deploying reports and dashboards to facilitate sharing and content distribution.

Audience Profile

This course is designed for data professionals and business intelligence specialists who aim to master accurate data analysis using Power BI. It is also suitable for individuals who develop reports that visualize data from various platform technologies, both in the cloud and on-premises.

Skills Gained

• Ingest, clean, and transform data
• Model data for performance and scalability
• Design and create reports for data analysis
• Apply and perform advanced report analytics
• Manage and share report assets

This course will cover various methods and best practices that align 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 variety of sources, including both relational and non-relational databases. Additionally, the course will delve into implementing appropriate security standards and policies across the entire Power BI environment, encompassing datasets and groups. The course will further explore managing and deploying reports and dashboards for sharing and content distribution. Lastly, it will guide you through building paginated reports within the Power BI service and publishing them to a workspace for integration into Power BI.

Power BI is a robust business intelligence and data visualization tool that enables users to connect, transform, and visualize data from various sources.

This instructor-led, live training (available online or on-site) is designed for beginner to intermediate users who want to learn how to perform data analysis and create interactive dashboards using Power BI.

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

• Grasp key concepts of data analysis and data-driven decision-making.
• Prepare, clean, and transform data using Power Query.
• Create visually appealing dashboards and interactive reports.
• Publish and share dashboards securely with stakeholders.

Format of the Course

• Interactive lecture and discussion.
• Hands-on practice with Power BI using sample data sets.
• Guided exercises and live demonstrations.

Course Customization Options

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

This instructor-led, live training in Uzbekistan (online or onsite) is aimed at beginner-level professionals who wish to clean and analyze data, make statistical projections, and create insightful visualizations using these tools.

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

• Understand the basics of Python, R, Power Query, and Power BI for data analysis.
• Clean and organize datasets using Python and Power Query.
• Perform statistical analysis and projections with R.
• Create professional dashboards and reports with Power BI.
• Integrate and analyze data from multiple sources effectively.

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

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

• Set up the environment to start building big data processing with Dask and Python.
• Explore the features, libraries, tools, and APIs available in Dask.
• Understand how Dask accelerates parallel computing in Python.
• Learn how to scale the Python ecosystem (Numpy, SciPy, and Pandas) using Dask.
• Optimize the Dask environment to maintain high performance in handling large datasets.

This instructor-led, live training in Uzbekistan (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.

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.
• 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.

This instructor-led, live training in Uzbekistan (online or onsite) is aimed at data analysts who wish to learn techniques for preparing data in Excel, then visualizing it in Power BI.

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

• Understand the principles of data analysis, objectives of data analysis, and approaches for data analysis.
• Use DAX formulas in Power BI for complex calculations.
• Create and use visualizations and charts for particular analysis cases.
• Import with Power View to move from Excel based Power BI to independent Power BI.

This instructor-led, live training in (online or onsite) is aimed at developers who wish to use the FARM (FastAPI, React, and MongoDB) stack to build dynamic, high-performance, and scalable web applications.

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

• Set up the necessary development environment that integrates FastAPI, React, and MongoDB.
• Understand the key concepts, features, and benefits of the FARM stack.
• Learn how to build REST APIs with FastAPI.
• Learn how to design interactive applications with React.
• Develop, test, and deploy applications (front end and back end) using the FARM stack.

This instructor-led, live training in Uzbekistan (online or onsite) is aimed at developers who wish to use FastAPI with Python to build, test, and deploy RESTful APIs easier and faster.

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

• Set up the necessary development environment to develop APIs with Python and FastAPI.
• Create APIs quicker and easier using the FastAPI library.
• Learn how to create data models and schemas based on Pydantic and OpenAPI.
• Connect APIs to a database using SQLAlchemy.
• Implement security and authentication in APIs using the FastAPI tools.
• Build container images and deploy web APIs to a cloud server.

This instructor-led, live training in Uzbekistan (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.
• Know the differences between Modin, Dask, and Ray.
• Perform Pandas operations faster with Modin.
• Implement the entire Pandas API and functions.

Format of the Course

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

Course Customization Options

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

Discover how to Get and Transform Data to Create Interactive Dashboards

Power BI is one of the most widely used Data Visualization tools and a robust Business Intelligence platform. Power BI comprises a suite of data connectors, applications, and software services designed to extract data from various sources, transform it, and generate visually appealing reports.

Additionally, Power BI enables you to publish these reports within your organization, making them accessible via mobile devices, tablets, and other platforms. In this Power BI Tutorial, we will guide you through a step-by-step process for connecting to multiple data sources, performing data transformations, and creating various types of reports such as charts, tables, matrices, maps, and more.