Edge & Lightweight Agents: On-Device Agentic Workloads with Python Training Course

Google Antigravity serves as an agentic development environment engineered to create autonomous agents capable of planning, reasoning, coding, and executing tasks via the multimodal capabilities of Gemini 3.

This instructor-led live training, available online or onsite, targets advanced technical professionals eager to design, build, and deploy autonomous agents leveraging Gemini 3 and the Antigravity environment.

Upon completing this training, participants will be equipped to:

• Construct autonomous workflows that leverage Gemini 3 for reasoning, planning, and execution.
• Develop agents within Antigravity that can analyze tasks, generate code, and interact with various tools.
• Integrate Gemini-driven agents with enterprise systems and APIs.
• Enhance agent behavior, safety, and reliability in complex operational environments.

Course Format

• Expert-led demonstrations paired with interactive discussions.
• Hands-on experimentation focused on autonomous agent development.
• Practical implementation utilizing Antigravity, Gemini 3, and complementary cloud tools.

Customization Options

• For teams requiring domain-specific agent behaviors or custom integrations, please reach out to tailor the program to your needs.

Google Antigravity is a sophisticated framework designed for experimenting with long-lived agents and emergent interactive behaviors.

This instructor-led training session, available online or onsite, targets advanced professionals seeking to design, analyze, and optimize agents that can retain memories, improve via feedback, and evolve over extended operational periods.

Upon course completion, participants will acquire the ability to:

• Design memory structures for agent persistence.
• Implement feedback loops to shape agent behavior.
• Evaluate learning trajectories and model drift.
• Integrate memory mechanisms into complex multi-agent ecosystems.

Course Format

• Expert-led discussion paired with technical demonstrations.
• Hands-on exploration through structured design challenges.
• Application of concepts to simulated agent environments.

Customization Options

• For tailored content or case-specific examples, please contact us to customize this training.

Antigravity serves as a specialized development platform designed for constructing AI-driven applications with an agent-first approach.

This instructor-led training, available either online or onsite, targets intermediate-level developers looking to build practical applications using autonomous AI agents within the Antigravity ecosystem.

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

• Develop applications that depend on coordinated and autonomous AI agents.
• Utilize the Antigravity IDE, editor, terminal, and browser for complete end-to-end development workflows.
• Orchestrate multi-agent workflows using the Agent Manager.
• Integrate agent functionalities into robust, production-grade software systems.

Course Format

• A combination of presentations and detailed live demonstrations.
• Ample hands-on practice accompanied by guided exercises.
• Practical implementation work conducted directly within the live Antigravity environment.

Customization Options

• For tailored content that aligns with your specific development stack, please contact us to arrange a customized version of this training.

Google Antigravity is an agent-centric development platform engineered to optimize engineering processes via intelligent automation.

This instructor-led, live training (available online or onsite) targets beginners eager to grasp the fundamentals of Antigravity and learn how agent-powered coding environments boost productivity.

After completing this training, participants will be capable of:

• Installing and setting up Google Antigravity.
• Navigating and comprehending both the Editor View and Manager View.
• Collaborating effectively with agents to automate basic development tasks.
• Leveraging Antigravity to create, refine, and oversee project files.

Course Format

• Instructor-led explanations accompanied by live demonstrations.
• Guided exercises emphasizing hands-on interaction with agents.
• Practical exploration of essential Antigravity features within a controlled lab setting.

Customization Options

• Should you need a bespoke version of this training, please reach out to us to organize a tailored program.

Google Antigravity serves as a platform designed for developing agents that can engage with web applications, browser environments, and complex multi-platform workflows.

This instructor-led live training (available online or onsite) targets intermediate professionals seeking to construct, automate, and validate browser-based workflows using Google Antigravity.

Upon completing the training, participants will be equipped to:

• Develop agents capable of interacting with web applications within a browser interface.
• Automate end-to-end workflows spanning various browser contexts.
• Validate and resolve issues related to agent behavior in UI-driven settings.
• Deploy cross-platform automation strategies leveraging Antigravity.

Course Format

• Guided instruction complemented by live demonstrations.
• Practical, hands-on activities and scenario-driven exercises.
• Implementation of agent workflows within an interactive lab environment.

Customization Options

• For tailored training solutions aligned with your specific objectives, please reach out to us.

WrenAI is an analytics platform powered by artificial intelligence, designed to link data, model insights, and generate dashboards. In enterprise settings, strong governance and security are essential to guarantee safe and compliant adoption.

This instructor-led, live training (available online or onsite) targets advanced-level enterprise professionals looking to implement governance, compliance, and security patterns for WrenAI on a large scale.

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

• Design and implement permissioning models in WrenAI.
• Apply auditability and monitoring practices for compliance.
• Set up secure environments with enterprise-level controls.
• Roll out WrenAI safely across large organizations.

Format of the Course

• Interactive lecture and discussion.
• Hands-on labs with governance and security configurations.
• Practical exercises simulating enterprise rollout scenarios.

Course Customization Options

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

WrenAI empowers organizations to transition from static dashboards to conversational analytics and embedded generative BI. This evolution demands strategic adoption planning, asset migration, and robust change management practices.

Delivered as an instructor-led, live training session (available online or onsite), this course is designed for intermediate-level BI and data platform professionals seeking to modernize their legacy BI systems using WrenAI.

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

• Assess legacy BI environments and pinpoint modernization opportunities.
• Strategize and implement the migration from static dashboards to WrenAI.
• Integrate conversational analytics and embedded GenBI capabilities.
• Drive organizational change management initiatives for BI modernization.

Course Format

• Interactive lectures and discussions.
• Practical exercises focused on migration and adoption planning.
• Hands-on labs covering conversational analytics and embedded GenBI.

Course Customization Options

• For information regarding customized training solutions for this course, please reach out to us.

WrenAI facilitates the conversion of natural language into SQL and delivers AI-powered analytics, streamlining data access with enhanced intuition. For enterprise deployments, rigorous quality assurance and observability are critical to guaranteeing precision, dependability, and regulatory compliance.

This instructor-led, live training (available online or onsite) targets advanced data and analytics professionals seeking to assess query accuracy, implement prompt tuning, and establish observability protocols for monitoring WrenAI in production environments.

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

• Assessing the precision and dependability of natural language to SQL outputs.
• Employing prompt tuning strategies to enhance system performance.
• Tracking deviations and query patterns over time.
• Integrating WrenAI with logging and observability frameworks.

Course Format

• Interactive lectures and discussions.
• Practical exercises focused on evaluation and tuning techniques.
• Hands-on labs covering observability and monitoring integrations.

Customization Options

• To request a customized version of this course, please contact us to arrange.

The WrenAI API serves as a robust interface for converting natural language into SQL queries, facilitating the creation of custom applications, and embedding charts within internal platforms.

This instructor-led, live training (available online or onsite) is designed for intermediate-level engineers looking to leverage the WrenAI API for practical applications, including SQL generation, data visualization, and application integration.

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

• Authenticate and link applications to the WrenAI API.
• Generate SQL queries from natural language inputs.
• Create and embed charts using API endpoints.
• Integrate WrenAI into backend systems and internal tools.

Course Format

• Interactive lectures and discussions.
• Hands-on exercises involving API calls and integrations.
• Practical projects connecting applications, charts, and data pipelines.

Course Customization Options

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

WrenAI Cloud serves as a contemporary platform designed to link data sources, structure data models, and construct interactive dashboards.

This instructor-led, live training session (available online or on-site) targets beginner to intermediate data professionals eager to master the setup of WrenAI Cloud, data modeling techniques, and dashboard-based visualization of insights.

Upon completing this training, participants will be equipped to:

• Establish and configure WrenAI Cloud environments.
• Link WrenAI Cloud with various data sources.
• Model data and define relationships to support analytics.
• Develop interactive dashboards to derive business insights.

Course Format

• Engaging lectures and discussions.
• Practical configuration of the cloud platform and data modeling exercises.
• Hands-on practice in creating dashboards and visualizations.

Customization Options

• For tailored training needs, please reach out to us to arrange a customized session.

WrenAI equips finance teams with the capability to model KPIs, unify standardized metrics, and create dashboards that meet regulatory standards and audit requirements.

This instructor-led live training, available online or onsite, is designed for intermediate to advanced finance professionals looking to leverage WrenAI for constructing compliant financial data models and dashboards that enhance decision-making and risk management.

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

• Create financial KPIs and metrics within WrenAI.
• Develop dashboards that adhere to regulatory and audit standards.
• Connect WrenAI to financial data sources for real-time reporting.
• Implement best practices for financial analytics and risk monitoring.

Course Format

• Interactive lectures and discussions.
• Practical exercises using financial data models.
• Hands-on labs focused on dashboard design and compliance reporting.

Customization Options

• For customized training arrangements, please contact us directly.

WrenAI is an open-source generative BI tool that facilitates the conversion of natural language to SQL and supports semantic data modeling.

This instructor-led live training, available both online and on-site, is designed for advanced-level data engineers, analytics engineers, and ML engineers who aim to construct robust semantic layers, refine prompts, and ensure the reliability of SQL generation.

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

• Implement semantic models to establish consistent metric definitions across teams.
• Enhance text-to-SQL performance to improve accuracy and scalability.
• Configure and enforce guardrails to prevent invalid or high-risk queries.
• Integrate WrenAI OSS into data pipelines and analytics workflows.

Format of the Course

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

Course Customization Options

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

WrenAI is a conversational analytics platform that converts natural-language queries into dependable analytics, empowering non-technical teams to generate insights quickly and consistently.

This instructor-led, live training (available online or onsite) targets intermediate-level product managers, analysts, and data champions who want to adopt conversational analytics and build self-service BI capabilities using WrenAI.

Upon completing this training, participants will be able to:

• Design conversational analytics workflows that surface reliable product insights.
• Create and maintain a standardized metrics layer for consistent reporting.
• Effectively use natural-language to SQL features to answer product-related questions.
• Embed WrenAI-driven self-service dashboards and guardrails into product workflows.

Course Format

• Interactive lectures and discussions.
• Hands-on labs with Wren AI and sample datasets.
• Workshop: build a self-service dashboard and conversational query set.

Course Customization Options

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

WrenAI allows SaaS providers to embed generative business intelligence (GenBI) directly into their customer-facing applications. This course empowers SaaS teams with the necessary skills to integrate Wren AI via its Embedded API, configure white-label analytics, and manage multi-tenant deployments effectively.

This instructor-led, live training session—available online or onsite—is designed for intermediate to advanced SaaS product leaders, data engineers, and full-stack developers looking to deploy WrenAI as an embedded analytics solution within SaaS environments.

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

• Integrate WrenAI using the Embedded API for applications directed at customers.
• Implement white-label conversational BI, complete with branding and customization options.
• Design secure and scalable multi-tenant deployments.
• Monitor usage, optimize performance, and ensure compliance in SaaS environments.

Course Format

• Interactive lectures and discussions.
• Hands-on labs utilizing the WrenAI Embedded API.
• Workshop: Design and deploy a white-label analytics feature tailored for a SaaS use case.

Course Customization Options

• To request customized training for this course, please contact us to make arrangements.

WrenAI Spreadsheets and the Metrics Library facilitate rapid reporting by combining AI-driven spreadsheet workflows with a repository of pre-built, cross-platform business metrics.

This instructor-led live training, available both online and onsite, is designed for operations professionals at beginner to intermediate levels who aim to accelerate their reporting and analytical processes using WrenAI Spreadsheets alongside the Metrics Library.

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

• Develop AI-enhanced spreadsheets for comprehensive data analysis and reporting.
• Utilize the WrenAI Metrics Library to implement standardized Key Performance Indicators (KPIs).
• Link spreadsheets to various data sources to enable live data updates.
• Establish automated workflows to streamline operational reporting tasks.

Course Format

• Interactive lectures and group discussions.
• Practical, hands-on exercises in building spreadsheets with WrenAI.
• Real-world scenarios involving metrics and KPI reporting.

Course Customization Options

• For organizations seeking tailored training for this course, please reach out to us to arrange a customized session.