Multi-Agent Systems & Coordination in Python Training Course

Google Antigravity serves as an agentic development environment, enabling the creation of autonomous agents that can plan, reason, code, and execute actions through the multimodal capabilities of Gemini 3.

This instructor-led live training, available online or onsite, is designed for advanced technical professionals who want to design, build, and deploy autonomous agents using Gemini 3 within the Antigravity environment.

Upon completing this training, participants will be equipped to:

• Create autonomous workflows that leverage Gemini 3 for reasoning, planning, and execution.
• Develop agents in Antigravity capable of analyzing tasks, writing code, and interacting with various tools.
• Integrate agents powered by Gemini into enterprise systems and APIs.
• Enhance agent behavior, safety, and reliability in complex operational environments.

Course Format

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

Customization Options

• For teams requiring domain-specific agent behaviors or custom integrations, please contact us to tailor the program.

Google Antigravity serves as a sophisticated framework for experimenting with persistent agents and emergent interactive behaviors.

This instructor-led live training (available online or onsite) is designed for advanced professionals aiming to design, analyze, and optimize agents that retain memories, improve via feedback, and evolve over extended operational periods.

After completing this course, participants will acquire the skills to:

• Construct memory architectures for agent persistence.
• Deploy effective feedback loops to influence agent behavior.
• Assess learning trajectories and monitor model drift.
• Integrate memory mechanisms into complex multi-agent environments.

Course Format

• Expert-led discussions combined with technical demonstrations.
• Practical exploration through structured design challenges.
• Application of concepts within simulated agent environments.

Course Customization Options

• For organizations requiring tailored content or specific case examples, please reach out to customize this training.

Antigravity serves as a development platform specifically designed to create AI-driven, agent-first applications.

This instructor-led live training, available both online and onsite, targets intermediate developers aiming to build real-world applications leveraging autonomous AI agents within the Antigravity ecosystem.

Upon completing this training, participants will be able to:

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

Course Format

• A blend of presentations and in-depth practical demonstrations.
• Extensive hands-on practice accompanied by guided exercises.
• Real-world implementation tasks conducted within the live Antigravity environment.

Course Customization Options

• For content tailored to align with your specific development stack, please contact us to arrange a customized training session.

Google Antigravity is an agent-first development environment designed to streamline engineering workflows through intelligent automation.

This instructor-led, live training (online or onsite) is aimed at beginner-level practitioners who wish to explore the fundamentals of Antigravity and understand how agent-driven coding environments enhance productivity.

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

• Install and configure Google Antigravity.
• Navigate and understand both the Editor View and Manager View.
• Work effectively with agents to automate simple development tasks.
• Use Antigravity to generate, refine, and manage project files.

Format of the Course

• Instructor explanations supported by real-time demonstrations.
• Guided exercises focused on hands-on use of agents.
• Practical exploration of core Antigravity features in a controlled lab environment.

Course Customization Options

• If you require a tailored version of this training, please contact us to arrange a customized program.

Google Antigravity serves as a platform for developing agents that interact with web applications, browser environments, and multi-surface workflows.

This instructor-led live training, available online or onsite, is designed for intermediate-level professionals looking to build, automate, and test browser-based workflows using Google Antigravity.

After completing the training, participants will be able to:

• Create agents that interact with web applications via a browser interface.
• Automate end-to-end workflows across various browser contexts.
• Validate and troubleshoot agent behavior in user interface-driven environments.
• Implement cross-surface automation strategies using Antigravity.

Format of the Course

• Guided instruction supported by demonstrations.
• Practical, hands-on activities and scenario-based exercises.
• Implementation of agent workflows in an interactive lab environment.

Course Customization Options

• For customized training requirements, please contact us to tailor the course to your objectives.

WrenAI is an AI-driven analytics platform built to connect data, model insights, and generate dashboards. In enterprise environments, strong governance and security are essential to ensure safe and compliant adoption.

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

Upon completion 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. Achieving this shift demands thoughtful adoption strategies, seamless asset migration, and robust change management practices.

This instructor-led training (available online or onsite) 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 current legacy BI environments and pinpoint opportunities for modernization.
• Develop and implement plans to migrate from static dashboards to WrenAI.
• Implement conversational analytics and leverage embedded GenBI functionalities.
• Drive organizational change management efforts during the BI modernization process.

Course Format

• Engaging lectures and interactive discussions.
• Practical exercises focused on migration and adoption planning.
• Hands-on labs dedicated to conversational analytics and embedded GenBI.

Customization Options

• For a customized training solution tailored to your specific needs, please reach out to us to arrange.

WrenAI facilitates the conversion of natural language into SQL queries and provides AI-driven analytics, streamlining data access to make it faster and more intuitive. For enterprise environments, maintaining high standards of quality assurance and observability is critical to guarantee accuracy, reliability, and regulatory compliance.

This instructor-led training session, available both online and on-site, is designed for advanced data and analytics professionals who aim to assess query precision, implement prompt tuning strategies, and establish robust observability practices for monitoring WrenAI in production environments.

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

• Assess the accuracy and reliability of natural language to SQL conversions.
• Utilize prompt tuning methods to enhance system performance.
• Track data drift and analyze query behavior over time.
• Configure WrenAI with logging and observability frameworks for effective monitoring.

Training Format

• Interactive lectures accompanied by group discussions.
• Practical exercises focusing on evaluation metrics and tuning techniques.
• Hands-on labs dedicated to observability and monitoring integrations.

Customization Options

• For tailored training solutions, please reach out to us to arrange your specific requirements.

The WrenAI API serves as a robust interface for converting natural language into SQL queries, constructing tailored applications, and incorporating charts directly into internal platforms.

This instructor-led, live training session (available online or onsite) is designed for intermediate-level engineers seeking to leverage the WrenAI API for practical use cases, 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 specific API endpoints.
• Integrate WrenAI capabilities into backend systems and internal tools.

Course Format

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

Customization Options

• To request a tailored training session for this course, please contact us to arrange it.

WrenAI Cloud is a contemporary platform designed for linking data sources, structuring data models, and constructing interactive dashboards.

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

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

• Establish and configure WrenAI Cloud environments.
• Link WrenAI Cloud to diverse data sources.
• Model data and define analytical relationships.
• Develop interactive dashboards for business intelligence.

Course Format

• Interactive lectures and discussions.
• Practical experience with cloud platform configuration and data modeling.
• Hands-on exercises in dashboard creation and visualization.

Customization Options

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

WrenAI empowers finance teams to model Key Performance Indicators (KPIs), standardize metrics, and create dashboards that adhere to regulatory requirements and audit standards.

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

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

• Model financial KPIs and metrics using WrenAI.
• Develop dashboards that meet regulatory and audit standards.
• Integrate WrenAI with finance data sources for real-time reporting.
• Apply best practices for financial analytics and risk monitoring.

Course Format

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

Course Customization Options

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

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

This instructor-led, live training (online or onsite) is aimed at advanced-level data engineers, analytics engineers, and ML engineers who wish to build robust semantic layers, tune prompts, and ensure reliable SQL generation.

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

• Implement semantic models for consistent metric definitions across teams.
• Optimize text-to-SQL performance for accuracy and scalability.
• Configure and enforce guardrails to avoid invalid or risky queries.
• Integrate WrenAI OSS into data pipelines and analytics workflows.

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.

WrenAI is a conversational analytics platform that translates natural-language queries into reliable analytics, enabling non-technical teams to generate insights quickly and consistently.

This instructor-led, live training (online or onsite) is aimed at intermediate-level product managers, analysts, and data champions who wish to adopt conversational analytics and build self-service BI capabilities with WrenAI.

By the end of 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.
• Use natural-language to SQL features effectively to answer product questions.
• Embed WrenAI-driven self-service dashboards and guardrails in product workflows.

Format of the Course

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

Course Customization Options

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

WrenAI empowers SaaS providers to embed generative business intelligence (GenBI) directly within their customer-facing products. This course equips SaaS teams with the expertise needed to integrate Wren AI via its Embedded API, set up white-label analytics, and manage multi-tenant environments.

Delivered as instructor-led live training (available online or onsite), this program targets intermediate to advanced SaaS product leaders, data engineers, and full-stack developers looking to implement WrenAI as an embedded analytics solution within their SaaS infrastructure.

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

• Integrate WrenAI into customer-facing applications using the Embedded API.
• Deploy white-label conversational BI with customized branding and styling.
• Architect secure and scalable multi-tenant deployments.
• Monitor usage metrics, optimize performance, and ensure regulatory compliance within SaaS environments.

Course Format

• Interactive lectures and group discussions.
• Practical hands-on labs utilizing the WrenAI Embedded API.
• Workshop: Designing and deploying a white-label analytics feature tailored to a SaaS use case.

Customization Options

• For customized training arrangements, please contact us directly.

WrenAI Spreadsheets and the Metrics Library accelerate reporting through AI-driven spreadsheet workflows and a collection of pre-built, cross-platform business metrics.

This instructor-led live training (available online or onsite) targets beginner to intermediate operations professionals seeking to speed up reporting and analysis by utilizing WrenAI Spreadsheets and the Metrics Library.

Upon completing this training, participants will be able to:

• Develop AI-powered spreadsheets for data analysis and reporting purposes.
• Utilize the WrenAI Metrics Library to establish standardized KPIs.
• Link spreadsheets to various data sources to enable real-time updates.
• Develop automated workflows that streamline operational reporting processes.

Course Format

• Interactive lectures and discussions.
• Practical spreadsheet construction exercises using WrenAI.
• Hands-on practice with metrics and KPI reporting techniques.

Customization Options for the Course

• To arrange customized training for this course, please reach out to us.