Akvelon is a digital product and software engineering company that empowers strategic advantage and accelerates your path to value in Data and Analytics, AI/ML, MLOps, Application development, and more with innovation and predictable delivery. Akvelon is providing this collection of accelerators as a reference and easy customizations for developers looking to build data, machine learning, and visualizations.
- Get in touch about Data and Analytics and Data Migrations projects.
- Get in touch about ML projects.
- Get in touch about Google Cloud projects.
Learn more about all our ML and software engineering services at our website akvelon.com.
Apache Beam provides unified streaming and batch processing to power ML and streaming analytics use cases. Google Cloud Dataflow is a managed to run Apache Beam in the cloud with minimal latency and costs, and integrations with other Google Cloud products like Vertex AI and Tensorflow TFX. Akvelon, a Google Cloud Service Partner, and an active Apache Beam contributor and Beam Summit partner, presents several of our favorite accelerators for Dataflow.
- Salesforce to Txt - Flex templates for batch and streaming Salesforce data processing with Google Cloud Dataflow, using Apache Beam CDAP IO.
- Salesforce to BigQuery - Flex templates for batch and streaming Salesforce data processing with Google Cloud Dataflow and BigQuery, using Apache Beam CDAP IO. Flex templates provide a comprehensive example of using Machine Learning (ML) to process streaming data in Dataflow, using Java multi-language pipeline with Python RunInference transforms to run custom TFX and PyTorch ML models. This complete Flex template example also demonstrates creating and setting up Expansion Service in Dataflow for use cases where further environment customization or transforms not available in default Beam SDKs are needed.
- Tensorflow TFX model training with Apache Beam - a Python notebook and Python Beam pipeline that demonstrates both Jupyter notebook to train a Tensorflow TFX ML model and the converted Python pipeline ready for Expansion Service use
- PyTorch ML model training and Expansion Service for multi-language pipelines with Apache Beam - a complete example to train a PyTorch ML model using Apache Beam, convert the notebook to the Python pipeline, create custom Python Transforms and deploy as Apache Beam Expansion Service for Google Cloud Dataflow.
Akvelon has accumulated vast experience with data analytics, custom visualizations, dashboards, and reports for a wide range of industries and use cases. Here are some of our favorite visualization accelerators.
- Bubble Chart - Visualize your quantitative data easily with Bubble Chart by Akvelon. Bubble Chart by Akvelon provides an efficient way to visualize your data that has one numeric dimension and one or two categories. This chart is a simplified version of the Scatter chart with tightly packed bubbles — this way you can show more categories in a given space. Additionally, Bubble chart allows the creation of groups of bubbles by providing an additional second category field. Also available on https://github.com/akvelon/Looker-Bubble-Viz
- Bullet Chart - The bulleted chart contains one main indicator (for example, income for the current year), compares this indicator with one or more other indicators in order to expand its value (for example, in comparison with the target indicator), and displays it in the context of qualitative ranges of indicators, such as bad, satisfactory and good. Quality ranges are displayed as different intensities of the same shade to make them distinguishable for colorblind people and to minimize the use of colors on the dashboard.
- Bubble Chart - Visualize your quantitative data easily with Bubble Chart by Akvelon. Bubble Chart by Akvelon provides an efficient way to visualize your data that has one numeric dimension and one or two categories. This chart is a simplified version of Scatter chart with tightly packed bubbles - this way you can show more categories in a given space. Additionally, Bubble chart allows the creation of groups of bubbles by providing an additional second category field bucket. Visual provide some premium features like Drill Mode, Bookmarks Support, and Tooltips Field Bucket - learn more about Premium Bubble Chart here.
- Plotly.js visual for PowerBI - combines Plotly.js, react-chart-editor and Power BI together. It allows users to visualize data using the capabilities of Plotly.js and provides a chart editor that helps users to create and customize over 40 types of charts in Power BI. This tool gives users the ability to create several types of visuals, including simple charts such as Scatter charts to a variety of complex charts, such as 3D charts, Finance, and Specialized charts. Give it a try and learn more here.
- Clustered Bar Chart - Clustered Bar Chart By Akvelon is enhanced by a rectangle selection of bars. Clustered Bar Chart by Akvelon has similar functionality as the product Clustered bar chart and allows you to plot bars based on category and value data from your data source. Additionally, it supports rectangle selection - such filtering allows selecting multiple bars within the rectangle area. This feature will help you to filter specific clusters within your data and update your report accordingly. Other important features are the legend that supports selection and the ability to change colors of the bars.
- Stacked Column Chart - Stacked Column Chart by Akvelon has similar functionality as product Stacked column chart and allows you to plot columns based on category and value data from your data source. Additionally, it supports a rectangle selection - such filtering allows selecting multiple columns within a rectangle area. This feature will help you to filter specific clusters within your data and update your report accordingly.
- KPI Chart - KPI Chart by Akvelon is a single visualization for illustrating and efficiently analyzing the correlation between two measures and it combines a line chart and a column chart with the same X-axis. Column and line charts show the representation of the distribution of numerical data. Additionally, KPI Chart by Akvelon allows the display of static and dynamic background KPI regions that can characterize, for example, the level of success before reaching a target.
- Custom Calendar - Akvelon’s Custom Calendar for Power BI is the best way to view and display daily data from any source. Import data from sources such as Excel sheets, CSVs, SQL, and more for a custom view to visualize payroll, attendance, traffic, project hours, 'and many others that can be reported daily. This tool provides significant insight into daily activities in a fraction of the time.
- Hierarchy Chart - Hierarchical information can be easily displayed within Power BI with the Hierarchy Chart custom visual from Akvelon. This Power BI add-on is perfect for org charts that display different departments, jobs, and employees who make up an organization. It can also be used to show family history and visualize genealogy information. If your data can be visualized in a tree structure, the Hierarchy Chart can display it in an easy-to-read format.
- React Pivot Table - React Pivot Table is a react-based, reusable, and highly customizable table component. This is a helpful tool for building data visualization in React applications.
Akvelon is a digital product and software engineering company that empowers strategic advantage and accelerates your path to value in Data and Analytics, AI/ML, MLOps, Application development, and more with innovation and predictable delivery.