GAIn Courses
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AI Foundation
AI Foundation
★ Foundation Level
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Discover the fundamentals of AI including topics from opportunity identification and solution implementation, to algorithm development and AI engineering. This course is for anyone who wants to really understand why and how to apply AI in their work. No programming skills are required.
Data & Technology
Data & Tech Fundamentals
★★ Practitioner Level
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Are you struggling to grasp all the different types of technology and your role in generating impact with end-2-end AI solutions? Look no further! This rewarding one-day course will provide you with a data technology framework to craft a solution specifically for your business use case, and give you experience tackling common AI engineering challenges.
Automating Data Pipelines
★★★ Expert Level
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This two-day course will provide a way of thinking and best practices for automating data pipelines from scratch, starting with the design then continuing with implementing orchestration and making scripts automatable. It concludes with the components you need to monitor and manage an automated data pipeline, showing options on how to implement those components.
Programming Meta-Skills
★★ Practitioner Level
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For truly efficient programming in teams, you need best practices from field experts and hands-on experience. Our one-day Programming Meta-Skills course teaches you just that! Learn more about this course to see if it’s right for you.
Cloud Computing
★★ Practitioner Level
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It’s no surprise more and more companies are making the move to the Cloud. Offering an array of benefits to its users including flexibility, collaboration, security and control, it’s a no-brainer! Are you looking to start using Cloud technology or bring your existing expertise and skills to a higher level? Your Cloud journey starts here.
Model Operationalization
★★ Practitioner Level
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Learn in just two days how to operationalize models and put them in production to make an immediate business impact! Work alongside our expert trainers to deploy your model behind an API and experience results yourself with real-life exercises.
Building a First AI Application
★★ Practitioner Level
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Follow this detailed two-day crash course in AI applications and learn to build your own application from idea to prototype in just two days! You will first define your business needs, collect and refine ideas, and develop a solid AI value-proposition to gain powerful insights for your business.
Data Models & Manipulation
★★ Practitioner Level
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Master data modeling and challenge yourself to learn how to transform data in SQL to obtain the best possible results for your business. Our two-day Data Models and Manipulation course enables you to design data models that are efficient, transparent and robust, as well as transform the data to build the analysis dataset you require for analyses or AI model development.
Data Management
★★ Practitioner Level
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Are you struggling to make heads or tail of your data? Perhaps you’re experiencing analysis errors due to poor quality datasets? If you are running into these problems in your organization then Data Management is the training you need to improve your future management.
Data & Analytics Architecture
★★★ Expert Level
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Learn how data and analytics solutions are designed from the ground up, you will gain the skills acquired to design your own vision of the ideal data and analytics architecture.
Performance Management
★★★ Expert Level
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Ever been in a situation where the business case was so compelling but the performance of the solution led to troubles regarding the execution of the initiative? This two-day course will provide a deep dive into performance debugging, monitoring and best practices so you can stay on top of the performance of your solution.
Machine Learning & Statistics
Deep Learning Essentials
★★★ Expert Level
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Challenge yourself with our two-day Deep Learning Essentials course and work alongside our top scientists to learn and apply the most effective and sought after machine learning techniques.
Advanced Model Optimization
★★★ Expert Level
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Foster a stronger modeling institution through our Advanced Model Optimization training. Take our two-day challenge and learn how to optimize your models so that they deliver maximum and robust performance in less developing time.
Explorative Analysis Techniques
★★ Practitioner Level
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Learn to master analysis techniques that help you make sense of your data and ensure you don’t waste your time doing extensive modeling. This course will teach you a structured approach to bring business and data together by translating hypotheses into powerful insights.
Classification Using Tree Models
★★ Practitioner Level
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Classification Using Tree Models will allow you to grasp the potential of tree-based models by steering you through the endless variants and opinions to find methods immediately accessible for your business. Join us and equip yourself with a thorough understanding of classification problems essential to improving insights for your company.
Regression Models
★★ Practitioner Level
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Perform and draw insights from regression models with ease! This two-day course offers a detailed introduction to logistic and linear regression models as well as how to apply tree models to regression problems.
Model Performance Management
★★★★ Master Level
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Implement effective model performance management in your own business after this in-depth one-day course. You will learn the three key steps of model performance management, apply this hands-on during realistic cases and translate the best practices to your own modeling practice.
Bayesian Networks
★★★★ Master Level
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Are you looking to deepen your insights on which variables influence each other? Or do you want to use a model that allows you to incorporate expert knowledge with a state-of-the-art algorithm? Join our deep-dive on Bayesian Networks, where we’ll address essential concepts of Bayesian thinking, network model basics, and model variable interactions.
Imbalanced Data & Anomaly Detection
★★★ Expert Level
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Imbalanced data and anomaly detection is not an easy problem to solve, especially when your project begins with imperfect data. This two-day training will teach you two effective and proven techniques to overcome these data issues and strengthen the success of all your data-based projects.
Text Analysis
★★★ Expert Level
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Our customers are always communicating with us, through email, chat, phone, documents, social media and many more. A company that can’t make sense of these texts is losing its ability to provide strong customer service. After our two-day course, you will have the skills and knowledge to perform advanced text analysis and leverage these techniques.
Data Exploration and Insights Discovery
★★ Practitioner Level
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Asking the right analysis question can be difficult and resources are often wasted because the communication between business and data experts is not optimal. In this one-day badge, you will learn how to formulate concrete analysis questions, build a hypothesis tree, and design insights for your business.
Time Series Forecasts
★★★ Expert Level
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Reliable forecasts can be used to gain a competitive advantage for business steering and give your company an edge in the market. This course will teach you the skills required to create a unique data-driven forecast system for your business.
Advanced Handling of Many Feature Situations
★★★★ Master Level
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Become a problem solver and find solutions to business-relevant situations with many features. In this two-day training, we outline methods to handle challenges, whether it be large quantities of data or modeling conditions with many variables. Familiarizing you with problems of many feature situations so you are prepared for any task.
Ethics in Modeling
★★★★ Master Level
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Accidentally finding yourself on the wrong side of the ethical boundaries in AI can be detrimental to companies. This thought-provoking one-day course will tackle the contentious issue of ethics in AI through vivid case studies and interactive discussion, so you can prevent ethical risks in your models and host meaningful discussions on this topic with your colleagues.
Machine Learning Process
★★ Practitioner Level
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Learn how you can create and implement machine learning algorithms within your business. Join us and discover the ‘six steps of the machine learning process’ in which you will gain the skills required to execute all necessary steps to develop a model while avoiding the most common pitfalls.
Causal Inference
★★★★ Master Level
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Are you seeking the next big thing in artificial intelligence? This two-day Causal Inference course will advance your skills past traditional statistical methods to make stronger causal claims. Providing a thorough investigation into how causal inference techniques can transform your business actions.
Impact & Opportunities
Structured Opportunity Identification
★★ Practitioner Level
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Embark on our Structured Opportunity Identification course to focus your solution directions and walk out with a different mindset. This one-day training takes your ideas from abstract thoughts to a structured approach to achieve success with the use of opportunity trees, problem-solving, and sizing.
Use Case Identification & Design
★★ Practitioner Level
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In this one-day badge, you are challenged to translate business opportunities into AI use cases. You will learn how to develop an end-to-end-design and avoid typical mistakes.
Essential Business Applications: Online Analytics
★★★ Expert Level
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This challenging one-day course will show you how online analytics can help in identifying and analyzing customer behavior, which leads to a better understanding of customer journeys. Using attribution models you will learn how to attribute value to the different channels in a customer journey. This enables your business to distinguish between valuable and less valuable channels.
Essential Business applications: Customer Journey Analytics
★★★ Expert Level
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Many companies forget the most important part of the business. The customer. Embark on this one-day badge and apply your opportunity identification skills in the context of the Customer Journey Analytics.
Essential Business Applications: Finance Analytics
★★★ Expert Level
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GAIn offers you the knowledge and skills to take your company on a learning journey or add value to your team as a finance analytics expert. Are you an AI professional who wants to understand finance analytics and how it can build your business immense success? Join us!
Leadership & Change
Data-Driven Communication
★★ Practitioner Level
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Create the impact you want with analytical content! This hands-on two-day training will provide you with a toolkit to inspire your audience through your communication and create an impact in all areas of your business.
Leading Stakeholders Proactively
★★★ Expert Level
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This one-day training is designed to grow you as an AI practitioner with a focus on personal leadership so you are equipped to take the lead in meetings and provide advice to make the right decisions. Remember, you can only lead others if you can lead yourself!
Becoming an Effective AI Professional
★★★ Expert Level
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Improving your effectiveness is as simple as changing your time-management and communication style. Join us on this intensive one-day course with industry experts to learn tips, tricks, and key principles to increase your productivity and become an effective AI professional.
Managing AI Projects
★★★ Expert Level
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How can you bring an idea for an AI solution to a structured project? During this day we will go through the steps in designing end deliverables and structuring them in an action plan that gives a clear understanding to the involved stakeholders on what the AI project is about.
Use Case Leadership
★★★ Expert Level
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This one-day Use Case Leadership badge brings together a myriad of skills from technical to processing and management to build you into an invaluable AI professional who can not only execute but guide an effective use case for your business.
First Contact with Your Stakeholder
★★ Practitioner Level
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Are you looking to make lasting connections through communication? Do you want to learn how to adjust your style to obtain maximum results from an intake meeting? Follow our engaging two-day training and learn how to ace any intake interview or follow-up communication with your stakeholders.