Your premier destination for mastering enterprise AI. Designed for the professionals and teams who demand precision, depth, and measurable outcomes.
A comprehensive catalog designed for enterprise AI mastery — from first principles to advanced certification tracks.
Browse Full Library →In this series of short introductory videos we will look at answering six core questions: Who is Squirro? Who is Squirro for? What is Squirro's value proposition? How is the technology built? What does Squirro look like in your IT landscape? Where does Squirro fit in to the emerging technology landscape? By the end of this lesson you will understand who Squirro is.
View Course →In this series of short introductory videos we will look at answering six core questions: Who is Squirro? Who is Squirro for? What is Squirro's value proposition? How is the technology built? What does Squirro look like in your IT landscape? Where does Squirro fit in to the emerging technology landscape? By the end of this lesson you will understand who Squirro is.
View Course →The ISMS Introductory module is the first module that belongs to the internal ISMS training series led by Andrey Kessel. Any and all related documents and links can be found on Confluence. Please refer to the ISMS Document and Information section there for the most recent versions.
View Course →No description available
View Course →No description available
View Course →This course covers the foundational aspects of Squirro Platform configuration and branding customization to meet client-specific needs for a company named CertCorp. You will learn to create a new project called " CertCorp Project " from the Squirro Chat - Company Data template, properly set access permissions for the "Users" group, and load the required data.
View Course →Across five focused modules — Metadata, Extraction, Taxonomy, Ontology, and Classification — you will learn what each concept means, why it matters to enterprise buyers, and the key sales angle to carry into every customer conversation. By the end, you will have the vocabulary and confidence to engage credibly with relevant stakeholders.
View Course →No description available
View Course →Finding a single white dot on a black sheet is easy, but locating a specific white dot among many is much harder—similar to searching for precise information in vast data systems. This challenge is exactly what Cognitive Search addresses. Cognitive Search has transformed how information is retrieved, reducing the need for manual document searches. You might wonder how it differs from Enterprise Search or how it relates to Conceptual and Semantic Search. With those questions in mind, let us introduce you to Squirro Cognitive Search and its capabilities.
View Course →This course provides an introduction to Squirro, focusing on its core technologies, integrations, and design principles. Learners will explore how cognitive search, data connectors, and real-time insights power business intelligence, while also understanding the platform’s user-centric design and commitment to ethical AI.
View Course →From foundational terms like Metadata, Taxonomy, and Ontology to advanced concepts like GraphRAG, SKOS, RAG, and Entity Resolution, each entry explains what the term means and — critically — why it matters when talking to data architects, knowledge engineers, and information scientists. Arrive fluent. Establish credibility from the first call.
View Course →ISMS - Management & ISMS Owners Module Two is the second module that belongs to the internal ISMS training series led by Andrey Kessel. This particular model focus on the particulars for management and owners of assets, risks, suppliers etc.
View Course →There are many ongoing discussions about what future, revolutionary impact Generative AI will effectively have, especially in the enterprise context. This short lesson contains a compact E-Book that will address a number of question around Enterprise Generative AI implementation.
View Course →This certification covers the practical application of Squirro data connectors to build a robust data foundation for a financial firm, CertCorp. You will learn to configure and troubleshoot two essential data sources: indexing documents from a specific Google Drive folder and importing structured financial data using the CSV Loader.
View Course →No description available
View Course →No description available
View Course →The lesson itself provides a detailed, practical walkthrough of pipelets and their functionality, as well as providing a number of opportunities to reflect on the details. In addition to this, you can carry out the technical task that has been exemplified during the lesson.
View Course →When starting to use Squirro, you will be heavily concerned with our dashboards and the Squirro spaces that you have access to. And, given that Squirro works with permissions and allocated roles, you will discover which spaces are accessible to whom, and why. This module is a core module that will provide you with the tools to start your practical training journey.
View Course →This course provides an introduction to setting up and deploying projects on the Squirro platform. Participants will learn about the full project lifecycle: defining rules and analytical requirements, loading and integrating data, testing configurations, and shifting projects into production mode.
View Course →Squirro D - The Dashboard Store, Dashboarding Permissions, Visibility Conditions, and Visualisation Options is a micro lesson that introduces you to the concept of the dashboard store and the array of conditions that can be tweaked to be able to create a dynamic and sophisticated dashboard experience.
View Course →This short module is a wonderfully engaging visual introduction to Cognitive Search. The module helps you understand what Cognitive Search is, why it is called "Cognitive" Search, what problems the solution addresses, as well as what actually happens to a search query once it has entered the search bar. In this module you will learn more about search than you ever thought possible.
View Course →Squirro Set-Up is a key core module that contains various lessons that will help you set up your own development environment. This environment will act as a fundament for your upcoming practical lessons and will provide you with a safe space to try out Squirro.
View Course →Squirro D - Dashboard Types: Master, 360, and Global is a practical micro lesson that introduces you to the three speciality dashboards that are available in the Squirro UI. Learn more about the differences between our templating and designation dashboards.
View Course →Squirro's architecture is not monolithic; it is made up of a structural architecture that pillars a fleet of small services, each service being responsible for something unique. In this module, we will start our journey into discovering what the fleet of small services are doing and how they are doing it. The enrichment lessons place particular focus on the load and enrich phase of data gathering and processing.
View Course →This course provides a comprehensive introduction to HubSpot, one of the key tools we use at Squirro for managing customer relationships, marketing automation, and sales processes. You'll learn how to navigate HubSpot's interface, track customer interactions, automate tasks, and leverage its features to enhance efficiency. By the end of this course, you will have a solid understanding of how to use HubSpot effectively in your daily workflow.
View Course →No description available
View Course →Squirro's architecture is not monolithic; it is made up of a structural architecture that pillars a fleet of small services, each service being responsible for something unique. In this module, we will start our journey into discovering what the fleet of small services are doing and how they are doing it. The data process follows a methodology of Gather, Understand and Act with Gather being the first fold that outlines how data is loaded.
View Course →This technical certification validates your skill in configuring Squirro data enrichments to build an intelligent pipeline for financial insights. You will implement OCR for searchable scanned PDFs, utilize entity extraction for personalized content feeds, and configure thematic analysis for quick trend spotting.
View Course →No description available
View Course →The choice to implement Cognitive Search is representative of a change in direction, operational practices and behaviors that circle around transformation of business models linked to whys, whats, whos and hows in knowledge and information management. All of these digitally driven transformational changes affect and incorporate people. The Cognitive Search People Matrix Module helps you understand what roles differing individuals play in a Cognitive Search project, in accordance with the RACI framework, as well as the key considerations that pertain to their domain of representation.
View Course →This course explores how to leverage Squirro for business insights across key domains such as knowledge management, service management, sales, and compliance. Participants will be introduce on how Squirro’s cognitive search, AI-driven recommendations, and SquirroGPT capabilities enhance decision-making, efficiency, and customer engagement.
View Course →This course explores the advanced features and customization capabilities of enterprise AI platforms, focusing on knowledge graphs, AI guardrails, and secure data integration. Participants will learn how to reduce hallucinations, ensure compliance with ethical and regulatory standards, and leverage operational data for more accurate retrieval-augmented generation. Through hands-on sessions with agent frameworks, learners will design custom workflows that boost efficiency, enhance trust, and align AI outputs with organizational goals.
View Course →Squirro D - Dashboards - App and Nav Bar Styling is a practical micro lesson that introduces you to the App and Nav bar. The lesson will help you understand and explore the customization possibilities in the Squirro UI. In understanding and learning how to do this, you can modify many different part of the UI and create a customized feel.
View Course →This course covers the practical application of Squirro's AI Studio to solve a critical data management challenge for a financial firm, CertCorp. You will learn to build, train, and deploy an automatic classification model to categorize news and market reports by their primary industry focus (tech, sport, politics, entertainment, and business).
View Course →No description available
View Course →Custom Widgets is an interactive lessons that focus on the details and intrinsics of building widgets to suit your use case and needs. The Squirro Dashboards can be extended with custom widgets and tailored for specific use cases that cannot be achieved with the default widget setting. Some examples of such widgets are custom visualisation, external system integration and behavioural changes in default widgets. This lesson will present an example and practical guide and task.
View Course →Squirro Cognitive Search is a full search solution that allows search and insights extraction from any unstructured data source. Over the last few years it has been deployed in many diverse organizational environments. This practical exposure has taught us about the differing user expectations towards search and knowledge management; all of which have led to multiple usability improvements. New dashboard functionalities make it much easier to access search results and community information from any data trove, while question answering and updated query processing workflows improve the quality of the search results.
View Course →The Squirro Pipeline contains a number of different steps which can be managed through the tool the Pipeline Editor. The Squirro Pipeline Editor module provides you with the opportunity to understand and reflect on pipelines and on what the Squirro pipeline editor is. It also provides you with an opportunity to understand how the pipeline editor works and what you can do with it when building your own Squirro projects. To conclude the module, you will also be provided with an opportunity to try the editor out and really understand the features and functionalities of the Pipeline Editor e.g. the rerun function.
View Course →The Squirro Pipeline Editor module provides you with the opportunity to understand and reflect on pipelines and on what the Squirro pipeline editor is. It also provides you with an opportunity to understand how the pipeline editor works and what you can do with it when building your own Squirro projects. To conclude the module, you will also be provided with an opportunity to try the editor out and really understand the features and functionalities of the Pipeline Editor.
View Course →Learn with us the specifics of AI Agents, AI-powered programs that can independently perform tasks to achieve a specified objective. Unlike traditional AI systems that require explicit instructions for each step, autonomous agents can create their own task lists, complete tasks, generate new tasks, reprioritize, and iterate until the goal is reached.
View Course →Welcome to Cognitive Search For End Users! This course guides you through all of the technical features related to your Cognitive Search Dashboard. The course is made up of short lessons that focus on introducing you to some of the most important features and will show you how to get the best out of those when using Squirro.
View Course →This certification covers the practical application of Squirro Chat functionality to solve a real-world business challenge in a financial context. You will learn to configure specialized AI Assistants (Agents) to synthesize structured and unstructured data, and leverage external market information using Squirro Agent Functions.
View Course →App and Nav Bar Styling is a practical micro lesson that introduces you to the App and Nav bar. The lesson will help you understand and explore the customization possibilities in the Squirro UI. In understanding and learning how to do this, you can modify many different part of the UI and create a customized feel.
View Course →This course introduces the main features of Squirro, an AI-driven insights platform designed to transform data into actionable intelligence. Participants will explore cognitive search, event detection, recommendations, and custom dashboards through real-world industry use cases. By the end of the course, learners will understand how to apply Squirro’s capabilities to improve decision-making, efficiency, and customer engagement.
View Course →No description available
View Course →The lesson will get you setup with Squirro and provide you with a practical guide and opportunity to build your own libNLP Query Processing Steps. The lesson also introduces you to the default query processing workflow and guides you through this in detail.
View Course →A comprehensive course designed for enterprise leaders and non-technical teams. This program empowers participants to understand customizable AI pipelines for optimized business outcomes, using the efficiency of Small Language Models (SLMs), and exploring advanced techniques for implementing guardrails that ensure AI models operate safely within legal and ethical boundaries, all while adhering to industry-specific regulatory requirements.
View Course →By the end of the module, you should have started to develop a better understanding of the steps involved in gathering and processing data. This particular module contains core lessons around the Squirro developed technology: Known Entity Extraction and focuses on the technology's use and capabilities in the User Interface and the Command Line.
View Course →The integrations certification teaches how to configure the Squirro Digital Assistant's appearance and behavior, and embed it into an external application. It provides hands-on experience applying Squirro's RAG capabilities to solve practical business challenges, like creating an HR support portal. Participants will understand the end-to-end process of deploying and verifying a Squirro integration for a client project.
View Course →Pipelets - Understand is about understanding the how(s) and why(s) of pipelets and aligns with the Squirro Academy methodology of: Reflect, Understand, Trial and Configure. The lesson itself provides a detailed, practical walkthrough of pipelets and their functionality, as well as providing a number of opportunities to reflect on the details. In addition to this, you can carry out the technical task that has been exemplified during the lesson.
View Course →Squirro D - Introduction to the Dashboard is a micro lesson that focuses on the main principles of Squirro Dashboarding. What is a Squirro Dashboard? How is it made up and what flexibility does the dashboard offer?
View Course →With all of the information absorbed in the Squirro Developer course, the aim of this final assignment is to create a custom widget that can display results with icons based on a facet value.
View Course →Welcome to Cognitive Search for Project Creators, a course designed to guide you through key features of the Squirro Cognitive Search Solution and its software configurations from the perspective of a project creator. As a project creator, you can set up and configure projects, customize workflows, and extend out-of-the-box functionality. You will collaborate with end users to define goals and gather feedback, while also working with data scientists to train machine learning models. Partnering with Python engineers and frontend developers, you can expand Squirro by connecting new data sources, creating enrichments, or building custom dashboards. The role puts you at the center of every Squirro project, enabling powerful customization and innovation.
View Course →Squirro D - Data Loading: Squirro's architecture is not monolithic, it is made up of a structural architecture that pillars a fleet of small services; each service is responsible for something unique. In this practical lesson, we will start to look at what the fleet of small services are doing and how they are doing it. This lesson focuses on the data gathering services; data loading, in particular - RSS Feeds, Tabular, Binary and APIs.
View Course →Search has advanced dramatically in recent years, moving beyond simple keyword matches. Companies are developing language models that enable contextual and meaning-based document retrieval. This progress is reshaping how professionals access and interact with information. The question is: how does this transformation affect modern professional ecosystems? From Cognitive Search to Insights is a multimedia lesson that explores this journey in depth.
View Course →By the end of this module, you will understand the steps involved in identifying data within Squirro’s analysis methodology. It introduces Squirro’s machine learning service and how supervised learning classifies documents. The module then presents the patented Smart Filter for complex searches like concept search. It concludes with entities generation and proximity search using machine learning.
View Course →Squirro D - The Dashboard Store, Dashboarding Permissions, Visibility Conditions, and Visualisation Options is a micro lesson that introduces you to the concept of the dashboard store and the array of conditions that can be tweaked to be able to create a dynamic and sophisticated dashboard experience.
View Course →Squirro D - Dashboard Types: Master, 360, and Global is a practical micro lesson that introduces you to the three speciality dashboards that are available in the Squirro UI. Learn more about the differences between our templating and designation dashboards.
View Course →By the end of the module, you should have started to develop a better understanding of the steps involved in building up a solid, enriched dataset that is configured to make recommendations. The module starts by introducing us to the recommendation functionality and guides us through the process of adding and configuring recommendation widgets. This tool is a key feature of the interactive functionality of the Squirro dashboards that enables data to be mined and made "business ready". Providing Recommendations has proven to have been one of the most useful tools in various roles that require the most topical news and insights that can be transformed into opportunities and openings for positive expansion and development.
View Course →The Data Loader Plugin is a detailed practical module that focuses on the development of data loader plugins. The module will walk you through the prerequisites required to develop the plugins along with reasoning around why you would need one and of course, a detailed overview of how to develop one yourself. This module provides you with an opportunity to reflect on the topic, understand the details and practical lab opportunities to try it out yourself.
View Course →Squirro D - Demos - Giving a Demo module provide a practical guide and walkthrough of what a Squirro Demo is and how a Squirro Demo should be given. The four lessons showcase our solutions for the angle of demos and picks up various threads to follow from this.
View Course →Congratulations! You have reached the end of the course and are about to certify as a Squirro Engineer. The following module contains your assignment and an avenue to upload your assignment for correction. Consolidate your knowledge before attempting the assignment.
View Course →In this module: The Industry, we start to take a look at the rise of Artificial Intelligence, how the market has evolved with the rise and what it means to be active in a selling environment driven by data and digitalisation.
View Course →Squirro K - Known Entity Extraction is a technical module that contains core lessons around the Squirro developed technology: Known Entity Extraction and focuses on the technology's use and capabilities in the User Interface and the Command Line. This course requires a development setup, given that it offers practical study opportunities in the Command Line.
View Course →Squirro N - Squirro in a Nutshell - in this module we take a detailed look at Squirro, our solution, our value proposition and our clients.
View Course →Squirro P - Pipelets - The Squirro Pipelets module provides you with the opportunity to reflect on, to understand and to configure pipelets. It lets you discover the inner workings of pipelets with supported technical walkthroughs and practical tasks that will show you: where pipelets fit into the Insight Engine on the whole, their capabilities when using them in your own Squirro projects.
View Course →Squirro R - Roles and Permissions. This small lesson focuses on the transfer of information around roles and permissions. To control access to different parts of a Squirro installation, Squirro provides different roles, each with its own unique set of permissions. There are two primary levels of roles and permissions within Squirro: Server-level roles and Project-level roles. While a third level of permissions does exist, known as Cluster, it only applies to Squirro Self-Service instances. By the end of this lesson, you will understand and be able to configure permission alignments at the project and server level when using Squirro and how permissions may change depending on your hosting model.
View Course →When starting to use Squirro, you will be heavily concerned with our dashboards and the Squirro spaces that you have access to. And, given that Squirro works with permissions and allocated roles, you will discover which spaces are accessible to whom and why. This module is a core module that will introduce you to the user interface and spaces within the user interface. In exploring those you will gain a deeper understanding of how to use Squirro to its full capacity. This will be followed by an introduction to the dashboards, Squirro's dashbaording and visibility capabilities.
View Course →Squirro T - Technology is an important module that teaches us about the architecture of the Insight Engine, the workflow that relates to the architecture and the technology stack. Understanding this is of essence, it is of fundamental importance and important when both consulting customers, and building demos in delivery.
View Course →Squirro C - Custom Widgets is an interactive lessons that focus on the details and intrinsics of building widgets to suit your use case and needs. The Squirro Dashboards can be extended with custom widgets and tailored for specific use cases that cannot be achieved with the default widget setting. Some examples of such widgets are custom visualisation, external system integration and behavioural changes in default widgets. This lesson will present an example and practical guide and task.
View Course →No description available
View Course →The guide explains Graphite’s administrative framework for managing namespaces, predicates, templates, and schemes that structure knowledge organization. It details how to configure and administer concepts, collections, resource types, users, groups, and projects with permissions and governance controls.
View Course →The guide provides a step-by-step framework for implementing Synaptica editorial projects in Graphite, from preparation and setup to go-live and support. It explains how to create and manage schemes, concepts, relationships, searches, visualizations, and imports for knowledge organization systems.
View Course →In this series of short introductory videos we will look at answering six core questions: Who is Squirro? Who is Squirro for? What is Squirro's value proposition? How is the technology built? What does Squirro look like in your IT landscape? Where does Squirro fit in to the emerging technology landscape? By the end of this lesson you will understand who Squirro is.
View Course →In this series of short introductory videos we will look at answering six core questions: Who is Squirro? Who is Squirro for? What is Squirro's value proposition? How is the technology built? What does Squirro look like in your IT landscape? Where does Squirro fit in to the emerging technology landscape? By the end of this lesson you will understand who Squirro is.
View Course →The ISMS Introductory module is the first module that belongs to the internal ISMS training series led by Andrey Kessel. Any and all related documents and links can be found on Confluence. Please refer to the ISMS Document and Information section there for the most recent versions.
View Course →No description available
View Course →No description available
View Course →This course covers the foundational aspects of Squirro Platform configuration and branding customization to meet client-specific needs for a company named CertCorp. You will learn to create a new project called " CertCorp Project " from the Squirro Chat - Company Data template, properly set access permissions for the "Users" group, and load the required data.
View Course →Across five focused modules — Metadata, Extraction, Taxonomy, Ontology, and Classification — you will learn what each concept means, why it matters to enterprise buyers, and the key sales angle to carry into every customer conversation. By the end, you will have the vocabulary and confidence to engage credibly with relevant stakeholders.
View Course →No description available
View Course →Finding a single white dot on a black sheet is easy, but locating a specific white dot among many is much harder—similar to searching for precise information in vast data systems. This challenge is exactly what Cognitive Search addresses. Cognitive Search has transformed how information is retrieved, reducing the need for manual document searches. You might wonder how it differs from Enterprise Search or how it relates to Conceptual and Semantic Search. With those questions in mind, let us introduce you to Squirro Cognitive Search and its capabilities.
View Course →This course provides an introduction to Squirro, focusing on its core technologies, integrations, and design principles. Learners will explore how cognitive search, data connectors, and real-time insights power business intelligence, while also understanding the platform’s user-centric design and commitment to ethical AI.
View Course →From foundational terms like Metadata, Taxonomy, and Ontology to advanced concepts like GraphRAG, SKOS, RAG, and Entity Resolution, each entry explains what the term means and — critically — why it matters when talking to data architects, knowledge engineers, and information scientists. Arrive fluent. Establish credibility from the first call.
View Course →ISMS - Management & ISMS Owners Module Two is the second module that belongs to the internal ISMS training series led by Andrey Kessel. This particular model focus on the particulars for management and owners of assets, risks, suppliers etc.
View Course →There are many ongoing discussions about what future, revolutionary impact Generative AI will effectively have, especially in the enterprise context. This short lesson contains a compact E-Book that will address a number of question around Enterprise Generative AI implementation.
View Course →This certification covers the practical application of Squirro data connectors to build a robust data foundation for a financial firm, CertCorp. You will learn to configure and troubleshoot two essential data sources: indexing documents from a specific Google Drive folder and importing structured financial data using the CSV Loader.
View Course →No description available
View Course →No description available
View Course →The lesson itself provides a detailed, practical walkthrough of pipelets and their functionality, as well as providing a number of opportunities to reflect on the details. In addition to this, you can carry out the technical task that has been exemplified during the lesson.
View Course →When starting to use Squirro, you will be heavily concerned with our dashboards and the Squirro spaces that you have access to. And, given that Squirro works with permissions and allocated roles, you will discover which spaces are accessible to whom, and why. This module is a core module that will provide you with the tools to start your practical training journey.
View Course →This course provides an introduction to setting up and deploying projects on the Squirro platform. Participants will learn about the full project lifecycle: defining rules and analytical requirements, loading and integrating data, testing configurations, and shifting projects into production mode.
View Course →Squirro D - The Dashboard Store, Dashboarding Permissions, Visibility Conditions, and Visualisation Options is a micro lesson that introduces you to the concept of the dashboard store and the array of conditions that can be tweaked to be able to create a dynamic and sophisticated dashboard experience.
View Course →This short module is a wonderfully engaging visual introduction to Cognitive Search. The module helps you understand what Cognitive Search is, why it is called "Cognitive" Search, what problems the solution addresses, as well as what actually happens to a search query once it has entered the search bar. In this module you will learn more about search than you ever thought possible.
View Course →Squirro Set-Up is a key core module that contains various lessons that will help you set up your own development environment. This environment will act as a fundament for your upcoming practical lessons and will provide you with a safe space to try out Squirro.
View Course →Squirro D - Dashboard Types: Master, 360, and Global is a practical micro lesson that introduces you to the three speciality dashboards that are available in the Squirro UI. Learn more about the differences between our templating and designation dashboards.
View Course →Squirro's architecture is not monolithic; it is made up of a structural architecture that pillars a fleet of small services, each service being responsible for something unique. In this module, we will start our journey into discovering what the fleet of small services are doing and how they are doing it. The enrichment lessons place particular focus on the load and enrich phase of data gathering and processing.
View Course →This course provides a comprehensive introduction to HubSpot, one of the key tools we use at Squirro for managing customer relationships, marketing automation, and sales processes. You'll learn how to navigate HubSpot's interface, track customer interactions, automate tasks, and leverage its features to enhance efficiency. By the end of this course, you will have a solid understanding of how to use HubSpot effectively in your daily workflow.
View Course →No description available
View Course →Squirro's architecture is not monolithic; it is made up of a structural architecture that pillars a fleet of small services, each service being responsible for something unique. In this module, we will start our journey into discovering what the fleet of small services are doing and how they are doing it. The data process follows a methodology of Gather, Understand and Act with Gather being the first fold that outlines how data is loaded.
View Course →This technical certification validates your skill in configuring Squirro data enrichments to build an intelligent pipeline for financial insights. You will implement OCR for searchable scanned PDFs, utilize entity extraction for personalized content feeds, and configure thematic analysis for quick trend spotting.
View Course →No description available
View Course →The choice to implement Cognitive Search is representative of a change in direction, operational practices and behaviors that circle around transformation of business models linked to whys, whats, whos and hows in knowledge and information management. All of these digitally driven transformational changes affect and incorporate people. The Cognitive Search People Matrix Module helps you understand what roles differing individuals play in a Cognitive Search project, in accordance with the RACI framework, as well as the key considerations that pertain to their domain of representation.
View Course →This course explores how to leverage Squirro for business insights across key domains such as knowledge management, service management, sales, and compliance. Participants will be introduce on how Squirro’s cognitive search, AI-driven recommendations, and SquirroGPT capabilities enhance decision-making, efficiency, and customer engagement.
View Course →This course explores the advanced features and customization capabilities of enterprise AI platforms, focusing on knowledge graphs, AI guardrails, and secure data integration. Participants will learn how to reduce hallucinations, ensure compliance with ethical and regulatory standards, and leverage operational data for more accurate retrieval-augmented generation. Through hands-on sessions with agent frameworks, learners will design custom workflows that boost efficiency, enhance trust, and align AI outputs with organizational goals.
View Course →Squirro D - Dashboards - App and Nav Bar Styling is a practical micro lesson that introduces you to the App and Nav bar. The lesson will help you understand and explore the customization possibilities in the Squirro UI. In understanding and learning how to do this, you can modify many different part of the UI and create a customized feel.
View Course →This course covers the practical application of Squirro's AI Studio to solve a critical data management challenge for a financial firm, CertCorp. You will learn to build, train, and deploy an automatic classification model to categorize news and market reports by their primary industry focus (tech, sport, politics, entertainment, and business).
View Course →No description available
View Course →Custom Widgets is an interactive lessons that focus on the details and intrinsics of building widgets to suit your use case and needs. The Squirro Dashboards can be extended with custom widgets and tailored for specific use cases that cannot be achieved with the default widget setting. Some examples of such widgets are custom visualisation, external system integration and behavioural changes in default widgets. This lesson will present an example and practical guide and task.
View Course →Squirro Cognitive Search is a full search solution that allows search and insights extraction from any unstructured data source. Over the last few years it has been deployed in many diverse organizational environments. This practical exposure has taught us about the differing user expectations towards search and knowledge management; all of which have led to multiple usability improvements. New dashboard functionalities make it much easier to access search results and community information from any data trove, while question answering and updated query processing workflows improve the quality of the search results.
View Course →The Squirro Pipeline contains a number of different steps which can be managed through the tool the Pipeline Editor. The Squirro Pipeline Editor module provides you with the opportunity to understand and reflect on pipelines and on what the Squirro pipeline editor is. It also provides you with an opportunity to understand how the pipeline editor works and what you can do with it when building your own Squirro projects. To conclude the module, you will also be provided with an opportunity to try the editor out and really understand the features and functionalities of the Pipeline Editor e.g. the rerun function.
View Course →The Squirro Pipeline Editor module provides you with the opportunity to understand and reflect on pipelines and on what the Squirro pipeline editor is. It also provides you with an opportunity to understand how the pipeline editor works and what you can do with it when building your own Squirro projects. To conclude the module, you will also be provided with an opportunity to try the editor out and really understand the features and functionalities of the Pipeline Editor.
View Course →Learn with us the specifics of AI Agents, AI-powered programs that can independently perform tasks to achieve a specified objective. Unlike traditional AI systems that require explicit instructions for each step, autonomous agents can create their own task lists, complete tasks, generate new tasks, reprioritize, and iterate until the goal is reached.
View Course →Welcome to Cognitive Search For End Users! This course guides you through all of the technical features related to your Cognitive Search Dashboard. The course is made up of short lessons that focus on introducing you to some of the most important features and will show you how to get the best out of those when using Squirro.
View Course →This certification covers the practical application of Squirro Chat functionality to solve a real-world business challenge in a financial context. You will learn to configure specialized AI Assistants (Agents) to synthesize structured and unstructured data, and leverage external market information using Squirro Agent Functions.
View Course →App and Nav Bar Styling is a practical micro lesson that introduces you to the App and Nav bar. The lesson will help you understand and explore the customization possibilities in the Squirro UI. In understanding and learning how to do this, you can modify many different part of the UI and create a customized feel.
View Course →This course introduces the main features of Squirro, an AI-driven insights platform designed to transform data into actionable intelligence. Participants will explore cognitive search, event detection, recommendations, and custom dashboards through real-world industry use cases. By the end of the course, learners will understand how to apply Squirro’s capabilities to improve decision-making, efficiency, and customer engagement.
View Course →No description available
View Course →The lesson will get you setup with Squirro and provide you with a practical guide and opportunity to build your own libNLP Query Processing Steps. The lesson also introduces you to the default query processing workflow and guides you through this in detail.
View Course →A comprehensive course designed for enterprise leaders and non-technical teams. This program empowers participants to understand customizable AI pipelines for optimized business outcomes, using the efficiency of Small Language Models (SLMs), and exploring advanced techniques for implementing guardrails that ensure AI models operate safely within legal and ethical boundaries, all while adhering to industry-specific regulatory requirements.
View Course →By the end of the module, you should have started to develop a better understanding of the steps involved in gathering and processing data. This particular module contains core lessons around the Squirro developed technology: Known Entity Extraction and focuses on the technology's use and capabilities in the User Interface and the Command Line.
View Course →The integrations certification teaches how to configure the Squirro Digital Assistant's appearance and behavior, and embed it into an external application. It provides hands-on experience applying Squirro's RAG capabilities to solve practical business challenges, like creating an HR support portal. Participants will understand the end-to-end process of deploying and verifying a Squirro integration for a client project.
View Course →Pipelets - Understand is about understanding the how(s) and why(s) of pipelets and aligns with the Squirro Academy methodology of: Reflect, Understand, Trial and Configure. The lesson itself provides a detailed, practical walkthrough of pipelets and their functionality, as well as providing a number of opportunities to reflect on the details. In addition to this, you can carry out the technical task that has been exemplified during the lesson.
View Course →Squirro D - Introduction to the Dashboard is a micro lesson that focuses on the main principles of Squirro Dashboarding. What is a Squirro Dashboard? How is it made up and what flexibility does the dashboard offer?
View Course →With all of the information absorbed in the Squirro Developer course, the aim of this final assignment is to create a custom widget that can display results with icons based on a facet value.
View Course →Welcome to Cognitive Search for Project Creators, a course designed to guide you through key features of the Squirro Cognitive Search Solution and its software configurations from the perspective of a project creator. As a project creator, you can set up and configure projects, customize workflows, and extend out-of-the-box functionality. You will collaborate with end users to define goals and gather feedback, while also working with data scientists to train machine learning models. Partnering with Python engineers and frontend developers, you can expand Squirro by connecting new data sources, creating enrichments, or building custom dashboards. The role puts you at the center of every Squirro project, enabling powerful customization and innovation.
View Course →Squirro D - Data Loading: Squirro's architecture is not monolithic, it is made up of a structural architecture that pillars a fleet of small services; each service is responsible for something unique. In this practical lesson, we will start to look at what the fleet of small services are doing and how they are doing it. This lesson focuses on the data gathering services; data loading, in particular - RSS Feeds, Tabular, Binary and APIs.
View Course →Search has advanced dramatically in recent years, moving beyond simple keyword matches. Companies are developing language models that enable contextual and meaning-based document retrieval. This progress is reshaping how professionals access and interact with information. The question is: how does this transformation affect modern professional ecosystems? From Cognitive Search to Insights is a multimedia lesson that explores this journey in depth.
View Course →By the end of this module, you will understand the steps involved in identifying data within Squirro’s analysis methodology. It introduces Squirro’s machine learning service and how supervised learning classifies documents. The module then presents the patented Smart Filter for complex searches like concept search. It concludes with entities generation and proximity search using machine learning.
View Course →Squirro D - The Dashboard Store, Dashboarding Permissions, Visibility Conditions, and Visualisation Options is a micro lesson that introduces you to the concept of the dashboard store and the array of conditions that can be tweaked to be able to create a dynamic and sophisticated dashboard experience.
View Course →Squirro D - Dashboard Types: Master, 360, and Global is a practical micro lesson that introduces you to the three speciality dashboards that are available in the Squirro UI. Learn more about the differences between our templating and designation dashboards.
View Course →By the end of the module, you should have started to develop a better understanding of the steps involved in building up a solid, enriched dataset that is configured to make recommendations. The module starts by introducing us to the recommendation functionality and guides us through the process of adding and configuring recommendation widgets. This tool is a key feature of the interactive functionality of the Squirro dashboards that enables data to be mined and made "business ready". Providing Recommendations has proven to have been one of the most useful tools in various roles that require the most topical news and insights that can be transformed into opportunities and openings for positive expansion and development.
View Course →The Data Loader Plugin is a detailed practical module that focuses on the development of data loader plugins. The module will walk you through the prerequisites required to develop the plugins along with reasoning around why you would need one and of course, a detailed overview of how to develop one yourself. This module provides you with an opportunity to reflect on the topic, understand the details and practical lab opportunities to try it out yourself.
View Course →Squirro D - Demos - Giving a Demo module provide a practical guide and walkthrough of what a Squirro Demo is and how a Squirro Demo should be given. The four lessons showcase our solutions for the angle of demos and picks up various threads to follow from this.
View Course →Congratulations! You have reached the end of the course and are about to certify as a Squirro Engineer. The following module contains your assignment and an avenue to upload your assignment for correction. Consolidate your knowledge before attempting the assignment.
View Course →In this module: The Industry, we start to take a look at the rise of Artificial Intelligence, how the market has evolved with the rise and what it means to be active in a selling environment driven by data and digitalisation.
View Course →Squirro K - Known Entity Extraction is a technical module that contains core lessons around the Squirro developed technology: Known Entity Extraction and focuses on the technology's use and capabilities in the User Interface and the Command Line. This course requires a development setup, given that it offers practical study opportunities in the Command Line.
View Course →Squirro N - Squirro in a Nutshell - in this module we take a detailed look at Squirro, our solution, our value proposition and our clients.
View Course →Squirro P - Pipelets - The Squirro Pipelets module provides you with the opportunity to reflect on, to understand and to configure pipelets. It lets you discover the inner workings of pipelets with supported technical walkthroughs and practical tasks that will show you: where pipelets fit into the Insight Engine on the whole, their capabilities when using them in your own Squirro projects.
View Course →Squirro R - Roles and Permissions. This small lesson focuses on the transfer of information around roles and permissions. To control access to different parts of a Squirro installation, Squirro provides different roles, each with its own unique set of permissions. There are two primary levels of roles and permissions within Squirro: Server-level roles and Project-level roles. While a third level of permissions does exist, known as Cluster, it only applies to Squirro Self-Service instances. By the end of this lesson, you will understand and be able to configure permission alignments at the project and server level when using Squirro and how permissions may change depending on your hosting model.
View Course →When starting to use Squirro, you will be heavily concerned with our dashboards and the Squirro spaces that you have access to. And, given that Squirro works with permissions and allocated roles, you will discover which spaces are accessible to whom and why. This module is a core module that will introduce you to the user interface and spaces within the user interface. In exploring those you will gain a deeper understanding of how to use Squirro to its full capacity. This will be followed by an introduction to the dashboards, Squirro's dashbaording and visibility capabilities.
View Course →Squirro T - Technology is an important module that teaches us about the architecture of the Insight Engine, the workflow that relates to the architecture and the technology stack. Understanding this is of essence, it is of fundamental importance and important when both consulting customers, and building demos in delivery.
View Course →Squirro C - Custom Widgets is an interactive lessons that focus on the details and intrinsics of building widgets to suit your use case and needs. The Squirro Dashboards can be extended with custom widgets and tailored for specific use cases that cannot be achieved with the default widget setting. Some examples of such widgets are custom visualisation, external system integration and behavioural changes in default widgets. This lesson will present an example and practical guide and task.
View Course →No description available
View Course →The guide explains Graphite’s administrative framework for managing namespaces, predicates, templates, and schemes that structure knowledge organization. It details how to configure and administer concepts, collections, resource types, users, groups, and projects with permissions and governance controls.
View Course →The guide provides a step-by-step framework for implementing Synaptica editorial projects in Graphite, from preparation and setup to go-live and support. It explains how to create and manage schemes, concepts, relationships, searches, visualizations, and imports for knowledge organization systems.
View Course →Measurable outcomes from our professional certification programs.
75%
Faster Implementation
Reduced deployment time
90%
Success Rate
Project completion
3x
Development Speed
Accelerated delivery
60%
Less Support
Reduced maintenance
Expert guidance with personalized mentoring and community access.
Personal guidance from AI implementation specialists and industry veterans, mapped to your goals.
Learn More →Connect with peers, share insights, and learn from real-world enterprise case studies.
Learn More →Business-focused sessions on AI transformation and measurable ROI for your organization.
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