The GAIn® Portfolio

We offer a wide range of badges (courses) and programs. Whether you are an aspiring AI Professional or AI Expert, AI Engineer, Data Scientist or Business Professional wanting to further build your AI skills. We have a program or a badge for you! All of our badges are offered as part of a program, and each badge can also be taken as a stand-alone course.
Below you can find an overview of our portfolio. Interested to learn more about our portfolio structure?

Portfolio overview per Program
AI Foundation
1 Star - Entry level for all AI professionals

AI Foundation is our 1-star foundation program which includes 1 badge taught over the course of 2 consecutive days. The GAIn portfolio follows a structured modular approach whereby all participants must begin with this course before progressing onto our Practitioner, Expert, or Master star levels. Begin your path to success with our AI Foundation course and walk away with key concepts, terms and impactful ideas to begin your GAIn journey.

Overview of all badges in the program >

AI & DATA Practitioner
2 Star - for Data Engineers & Data Scientists

Data and AI for Practitioners is our 2-star program which is comprised of 16 badges over 30 training days. This star level is the next step for those who conquered the AI Foundation program. It reviews and builds on these skills to provide a deeper understanding and truly embed the data analytics capabilities within participants.

 

 

Overview of all badges in the program >

AI Business Practitioner
2 Star - for Business Professional

AI Business Practitioner is our 2-star program which is comprised of 4 badges delivered in 5 training days. This star level is the next step for Business Leaders who conquered the AI Foundation program.

 

 

 

 

Overview of all badges in the program >

AI Engineering Expert
3 Star - for Data Engineers

AI Engineer Expert is our 3-star program for Data and AI Engineers who are looking to extend their skills in the Engineering side of Artificial Intelligence. This program consisting of 11 badges over 20 training days builds on the essential skills acquired during the Data and AI for Practitioners 2-star program.

 

Overview of all badges in the program >

AI Data Science Expert
3 Star - for Data Scientists

AI Data Science Expert is our 3-star program for Data and AI Practitioners, who want to deepen their skills in the Data Science side of Artificial Intelligence. This program consists of 13 badges over 20 training days and builds on the essential skills acquired during the Data and AI for Practitioners 2-star program.

 

Overview of all badges in the program >

AI Business Expert
3 Star - for Business Professionals

The AI Business Expert program is our 3-star program for Business Leaders who are looking to extend their skills in Artificial Intelligence. This program consisting of 4 badges over 4 training days and builds on the essential skills acquired during the AI Business Practitioners 2-star program.

 

Overview of all badges in the program >

AI Engineering Master
4 Star - for AI Engineering Experts

AI Engineer Master is our 4-star program which involves 11 badges over 20 days. Designed specifically for Data Engineers who completed our AI Data Engineer star level, this program strengthens data pipelines and AI model engineering and infrastructure skills.

 

Overview of all badges in the program >

AI Data Science Master
4 Star - for AI Data Science Experts

AI Data Science Master is our 4-star program which involves 15 badges over 20 days. Perfect for Data Scientists who completed our AI Data Science Expert star level and want to learn advanced modeling techniques and ensure that their model becomes part of vital business processes.

 

Overview of all badges in the program >

AI Business Master
4 Star - for AI Business Experts

The AI Business Master program is our 4-star program, which is composed of 6 badges and training days. The program consists of 4 core and 2 elective badges to accommodate the different needs and specialties of the participants. The program allows you to extend the success of the algorithmic organization beyond individual use cases.

 

Overview of all badges in the program >

AI Foundation (1 Star)

AI Foundation is our 1-star foundation program which includes 1 badge taught over the course of 2 consecutive days. The GAIn portfolio follows a structured modular approach whereby all participants must begin with this course before progressing onto our Practitioner, Expert, or Master star levels. Begin your path to success with our AI Foundation course and walk away with key concepts, terms and impactful ideas to begin your GAIn journey.

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101 - AI Foundation
All DOMAINS

Lay the foundation for working with AI in your organization by joining us on this inspirational two-day course. This course will leave you with a well-rounded understanding of the possibilities and limitations of AI in practice and the key success factors of AI transformations in business.

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AI & DATA PRACTITIONER (2 Star)

Data and AI for Practitioners is our 2-star program which is comprised of 17 badges over six intensive, full time, training weeks. This star level is the next step for data and AI professionals who conquered the AI Foundation program.

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4215 - Building a First AI Application
DATA & TECHNOLOGY

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.

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4205 - Programming Meta-Skills
DATA & TECHNOLOGY

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.

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4210 - Model Operationalization
DATA & TECHNOLOGY

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.

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4204 - Data Models & Manipulation
DATA & TECHNOLOGY

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.

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4102 - Data & Tech Fundamentals
DATA & TECHNOLOGY

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.

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4280 - Cloud Computing
DATA & TECHNOLOGY

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.

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1202 - Use Case Identification & Design
IMPACT & OPPORTUNITIES

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.

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3204 - Explorative Analysis Techniques
MACHINE LEARNING & STATISTICS

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.

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3203 - Regression Models
MACHINE LEARNING & STATISTICS

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.

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3202 - Classification Using Tree Models
MACHINE LEARNING & STATISTICS

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 and accuracy for your company.

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3201 - Machine Learning Process
MACHINE LEARNING & STATISTICS

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.

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2204 - Presenting with Impact
LEADERSHIP & CHANGE

After mastering our Data-Driven Communication course, challenge yourself with the next step and apply these skills to deliver an effective presentation. Our interactive and motivating three-day training will empower you with techniques from excellent speakers to interact with your audience and deliver a presentation that sticks.

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2203 - First Contact with Your Stakeholder
LEADERSHIP & CHANGE

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.

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2202 - Data-Driven Communication
LEADERSHIP & CHANGE

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.

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1303 - Following the Steps of the AI Process
IMPACT & OPPORTUNITIES

Apply your skills to crack a real-life business case in just 48-hours! Take on our exciting challenge and put your knowledge to the test, with just two days to solve a case and create value for an organization.

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1290 - Creating Your Learning Path
IMPACT & OPPORTUNITIES

Boost your personal development and help others do the same in this inspiring and assertive training badge. Our two-day Creating Your Learning Path badge is here to help you grow, by translating your personal development goals into an effective action plan.

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1201 - Structured Opportunity Identification
IMPACT & OPPORTUNITIES

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.

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AI BUSINESS PRACTITIONER (2 Star)

AI Business Practitioner is our 2-star program which is comprised of 4 badges delivered in 5 training days. This star level is the next step for Business Leaders who conquered the AI Foundation program.

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4202 - Data Management
DATA & TECHNOLOGY

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.

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3205 - Data Exploration & Insights Discovery
MACHINE LEARNING & STATISTICS

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.

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2202 - Data-Driven Communication
LEADERSHIP & CHANGE

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.

More Information > 

 

 

1201 - Structured Opportunity Identification
IMPACT & OPPORTUNITIES

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.

More Information > 

AI ENGINEERING EXPERT (3 Star)

AI Engineer Expert is our 3-star program for Data and AI Engineers who are looking to extend their skills in the Engineering side of Artificial Intelligence. This program consisting of 11 badges over 20 training days builds on the essential skills acquired during the Data and AI for Practitioners 2-star program.

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4253 - Processing Online Data
DATA & TECHNOLOGY

Do you want to learn how you can incorporate online data in your business? Gain knowledge about the different types of data and the best ways to integrate them in your existing business processes.

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4252 - Data & Analytics Architecture
DATA & TECHNOLOGY

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.

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4222 - AI Application Back-Ends
DATA & TECHNOLOGY

This course will teach how you to operationalize your models in a scalable and robust way. After putting your models behind APIs you will learn how to deploy your APIs into the cloud. This will enable your models to generate predictions for the whole business at any time at any scale.

More Information >

4213 - Automating Data Pipelines
DATA & TECHNOLOGY

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.

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4181 - Performance Management
DATA & TECHNOLOGY

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.

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3231 - Imbalanced Data & Anomaly Detection
MACHINE LEARNING & STATISTICS

We often face the problem of looking for a needle in a haystack of data. This two-day badge will equip you with two tools to do so. One is aimed at working with imbalanced datasets in supervised learning, for instance by creating many more needles so they are easier to find. The other will help you to identify what a needle is in the first place, using unsupervised anomaly detection methods.

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3212- Text Analysis
MACHINE LEARNING & STATISTICS

Our customers are always communicating with us, either 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 basic and advanced text analysis and leverage these techniques to better tailor your business to the exact needs of your customer.

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2301 - Leading Stakeholders Proactively
Leadership & Change

Develop yourself from the supplier role towards (business) partner role and based on this role be pro-active in your approach and interactions with your stakeholders. We focus on personal leadership, as you can only lead others if you can lead yourself! You will be more aware of the advantages of being pro-active and the ways to be pro-active.

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2207 - Being Effective in Meetings and Sessions
Leadership & Change

Dutch employees spend on average 3.5 hours per week in meetings. These are fantastic opportunities to create common ground on the way forward, however, sessions can often be ineffective and an energy drain. This one-day course provides you with the skills to lead inspiring sessions that produce actionable results.

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2206 - Managing AI Projects
Leadership & Change

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.

More Information >

2205 - Becoming an Effective AI Professional
Leadership & Change

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.

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4383 - Infrastructure as Code
DATA & TECHNOLOGY

Coming soon

4282 - Containerization
DATA & TECHNOLOGY

Coming soon

AI DATA SCIENCE EXPERT (3 Star)

AI Data Science Expert is our 3-star program for Data and AI Practitioners, who want to deepen their skills in the Data Science side of Artificial Intelligence. This program consists of 13 badges over 20 training days and builds on the essential skills acquired during the Data and AI for Practitioners 2-star program.

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4222 - AI Application Back-Ends
DATA & TECHNOLOGY

This course will teach how you to operationalize your models in a scalable and robust way. After putting your models behind APIs you will learn how to deploy your APIs into the cloud. This will enable your models to generate predictions for the whole business at any time at any scale.

More Information >

4213 - Automating Data Pipelines
DATA & TECHNOLOGY

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.

More Information >

3330 - Advanced Model Optimization
MACHINE LEARNING & STATISTICS

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.

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3322 - Time Series Forecasts
MACHINE LEARNING & STATISTICS

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.

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3231 - Imbalance Data and Anomaly Detection
MACHINE LEARNING & STATISTICS

We often face the problem of looking for a needle in a haystack of data. This two-day badge will equip you with two tools to do so. One is aimed at working with imbalanced datasets in supervised learning, for instance by creating many more needles so they are easier to find. The other will help you to identify what a needle is in the first place, using unsupervised anomaly detection methods.

More Information >

3221 - Deep Learning Essentials
MACHINE LEARNING & STATISTICS

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.

 

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3212 - Text Analysis
MACHINE LEARNING & STATISTICS

Our customers are always communicating with us, either 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 basic and advanced text analysis and leverage these techniques to better tailor your business to the exact needs of your customer.

More Information >

2301 - Leading Stakeholders Proactively
LEADERSHIP & CHANGE

Develop yourself from the supplier role towards (business) partner role and based on this role be pro-active in your approach and interactions with your stakeholders. We focus on personal leadership, as you can only lead others if you can lead yourself! You will be more aware of the advantages of being pro-active and the ways to be pro-active.

More Information >

2207 - Being Effective in Meetings and Sessions
LEADERSHIP & CHANGE

Dutch employees spend on average 3.5 hours per week in meetings. These are fantastic opportunities to create common ground on the way forward, however, sessions can often be ineffective and an energy drain. This one-day course provides you with the skills to lead inspiring sessions that produce actionable results.

More Information >

2206 - Managing AI Projects
LEADERSHIP & CHANGE

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.

More Information >

2205 - Becoming an Effective AI Professional
LEADERSHIP & CHANGE

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.

More Information >

1257 - Essential Business Applications: Finance Analytics
IMPACT & OPPORTUNITIES

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!

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1256 - Essential Business Applications: Marketing Research
IMPACT & OPPORTUNITIES

This inspiring one-day badge will show you exactly how integrating market research with customer data can enrich your customer database, and lead to profitable impact and opportunities in your business.

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1255 - Essential Business Applications: Online Analytics
IMPACT & OPPORTUNITIES

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.

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1253 - Essential Business applications: Customer Journey
IMPACT & OPPORTUNITIES

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.

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AI BUSINESS EXPERT (3 Star)

The AI Business Expert program is our 3-star program for Business Leaders who are looking to extend their skills in Artificial Intelligence. This program consisting of 4 badges over 4 training days and builds on the essential skills acquired during the AI Business Practitioners 2-star program.

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4203 - Introduction to Data & AI Engineering
DATA & TECHNOLOGY

Do you have the ambition to become data-driven? Take your business to the next level with this one-day Introduction to AI Engineering course which will take you step-by-step through all the engineering basics you will need to operationalize your AI solutions.

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3206 - Machine Learning Process for Business
MACHINE LEARNING & STATISTICS

Ensuring models create business impact is not easy! Embark on our one-day Machine Learning Process for Business course to understand how to support successful model implementation within your company. Learn the six modeling goals for success and which challenges you must tackle to get there.

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2302 - Use Case Leadership
LEADERSHIP & CHANGE

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.

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1202 - Use Case Identification & Design
IMPACT & OPPORTUNITIES

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.

More Information >

AI Engineering Master (4 Star)

AI Engineer Master is our 4-star program which involves 11 badges over 20 days. Designed specifically for Data Engineers who completed our AI Data Engineer star level, this program strengthens data pipelines and AI model engineering and infrastructure skills.

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4394 - Maintainable Solution Architectures
DATA & TECHNOLOGY
4365 - Data Pipeline Management
DATA & TECHNOLOGY
4324 - Building Models at Scale
DATA & TECHNOLOGY
4296 - Application Security Management
DATA & TECHNOLOGY
4295 - Configuration Management
DATA & TECHNOLOGY
4267 - Distributed Data Systems
DATA & TECHNOLOGY
4266 - Handling Unstructured Data
DATA & TECHNOLOGY
4254 - Processing of Streaming Data
DATA & TECHNOLOGY
4223 - Real-time Model Scoring
DATA & TECHNOLOGY

2303 - AI Change Leadership
LEADERSHIP & CHANGE
2302 - Use Case leadership
LEADERSHIP & CHANGE

AI MASTER FOR DATA SCIENTISTS (4 Star)

AI Data Science Master is our 4-star program which involves 15 badges over 20 days. Perfect for Data Scientists who completed our AI Data Science Expert star level and want to learn advanced modeling techniques and ensure that their model becomes part of vital business processes.

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4223 - Real-Time Model Scoring
DATA & TECHNOLOGY

Real-time model scoring and online learning pose a whole new world of opportunities in modeling: being able to continuously update and run a model based on streaming data allows you to tweak your model to the constantly evolving world around it. However, it also brings its own challenges: which models are suitable for online learning, and how to deal with streaming data in this process? That’s what this badge is about.

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3331 - Advanced Handling of Many Feature Situations
MACHINE LEARNING & STATISTICS

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.

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3324 - Interpreting Variable Relationships
MACHINE LEARNING & STATISTICS

Are you looking to deepen your insights on which variables really matter in your model? Or do you want to understand the interdependencies between variables? Join our deep-dive on Interpreting Variable Relationships, where we’ll address variable importance, visualizing relationships using SHAP-values and model variable interactions using Bayesian Networks.

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3323 - Survival Modeling
MACHINE LEARNING & STATISTICS

Do you want to see into the future and know how your customers will act and when? With Survival Models you can learn to become a fortune teller and predict the expected duration of the time until an event occurs. In this two-day course, you will learn the main framework to build a survival model, and how to employ this power for business success.

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3303 - Model Performance Management
MACHINE LEARNING & STATISTICS

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.

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3302 - Ethics in Modeling
MACHINE LEARNING & STATISTICS

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.

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2302 - Use Case leadership
LEADERSHIP & CHANGE

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.

More Information >

 

3333 - Causal Inference
MACHINE LEARNING & STATISTICS

Coming soon

2306 - Advanced Storylining
LEADERSHIP & CHANGE

Coming soon

2305 - Managing and Guiding AI Teams
LEADERSHIP & CHANGE

Coming soon

2304 - Dealing with Resistance
LEADERSHIP & CHANGE

Coming soon

2303 - AI Change Leadership
LEADERSHIP & CHANGE

Coming soon

1302 - AI Transformation Design
IMPACT & OPPORTUNITIES

Coming soon

1222 - Advanced Business Applications
IMPACT & OPPORTUNITIES

Coming soon

AI Business Master (4 Star)

The AI Business Master program is our 4-star program, which is composed of 6 badges and training days. The program consists of 4 core and 2 elective badges to accommodate the different needs and specialties of the participants. The program allows you to extend the success of the algorithmic organization beyond individual use cases. It enables you to drive AI impact on a strategic and organizational level, leading the required change with the design of AI transformations founded in a strategic view on modeling and data technology.

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4302 - Data Strategy
DATA & TECHNOLOGY
3302 - Ethics in Modeling
MACHINE LEARNING & STATISTICS

2303 - AI Change Leadership
LEADERSHIP & CHANGE
1302 - AI Transformation Design
IMPACT & OPPORTUNITIES