AI+ Data™

Price
Net: 1.985,00 €
VAT.: 377,15 €

Duration
5 days

For companies and job seekers:
this course is 100% fundable!

Location

Course Language
English

Training Solutions
WalkIn^®

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Data is rapidly becoming one of the strongest drivers of innovation. This training course provides a contemporary approach to AI-supported analysis, demonstrates new possibilities for dealing with complex information structures, and strengthens understanding of data-based decisions.

Key topics

AI-based data analysis and smart pattern recognition.
Modern data workflows with automated processes.
Use of generative models for evaluation and structuring.
Trend technologies related to analytics, machine learning, and automation.
Data ethics, quality, security, and responsible use.

Prerequisite
Basic knowledge of digital tools and an interest in AI-supported data work.

Target group
Professionals from business, technology, and analysis fields, as well as anyone who wants to strengthen data-driven decisions.

The result is a future-proof approach to AI-oriented data literacy that supports modern working methods and paves the way for smart, scalable solutions.

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course content

Fundamentals of Data Science

Introduction to Data Science
Life cycle of data science
Applications of Data Science

Fundamentals of statistics

Basic concepts of statistics
Probability theory
Statistical inference

Data sources and types

Types of data
Data sources
Data storage technologies

Programming skills for data science

Introduction to Python for Data Science
Introduction to R for Data Science

Data processing and preprocessing

Techniques for data imputation
Dealing with outliers and data transformation

Exploratory data analysis (EDA)

Introduction to EDA
Data visualization

Generative AI tools for gaining insights

Introduction to generative AI tools
Applications of generative AI

Machine learning

Introduction to supervised learning algorithms
Introduction to unsupervised learning
Various algorithms for clustering
Association rule learning with implementation

Advanced machine learning

Ensemble learning techniques
Dimensionality reduction
Advanced optimization techniques

Data-driven decision-making

Introduction to data-driven decision making
Open-source tools for data-driven decision making
Deriving data-driven insights from the sales data set

Data storytelling

Understanding the power of data storytelling
Identify use cases and business relevance
Develop compelling narratives
Visualize data to make an impact

Final project – Predicting employee turnover

Project presentation and problem definition
Data collection and preparation
Data analysis and modeling
Data presentation and visualization

Optional module: AI agents for data analysis

Understanding AI agents
Case studies
Practical exercises with AI agents

Your training will be 100% funded

Our funding schemes are available exclusively to participants who live or work in Germany. Funding is not available outside Germany.

For career starters, job seekers, career changers, startups, experienced professionals, those looking to advance their careers, specialists, etc.

The QCG program for everyone in the company

Further information

The education voucher for all job seekers

Further information

Frequently asked questions

Why is data literacy so important for AI?

Without sound data knowledge, AI models remain imprecise. Those who understand data make better decisions, train AI in a more targeted manner, and use automated systems more efficiently.

What exactly is taught in the AI+ Data™ course?

The focus is on practical data processing, intelligent analysis, modern tools, and AI-related applications—explained in an understandable way, even without prior knowledge.

What tools and methods are covered in AI+ Data™?

The course utilizes practical data and AI methods with tools such as Python, Google Colab, MLflow, Alteryx, and KNIME for data preparation, analysis, machine learning models, and data-driven decisions.

What distinguishes AI+ Data™ from pure data science courses?

The focus here is on the combination of data and artificial intelligence. Instead of dry theory, the emphasis is on direct applications, understandable models, and concrete use cases.

What is the goal of AI+ Data™?

The goal is to confidently understand, help shape, or implement data-driven AI projects—regardless of your field of study or industry.

What are the advantages of AI+ Data™ compared to traditional training courses?

The content is focused, modern, and application-oriented—with direct relevance to data science, AI, automation, and real-world challenges in everyday professional life.

How up-to-date are the content and methods?

All topics are based on the latest standards, current technologies, and best practices from industry, tech, and research—regularly updated and AI-oriented.

How does AI+ Data™ help in the workplace?

Whether in business, tech, or administration, data and AI expertise speeds up analysis, improves processes, and creates a clear career advantage in the digital transformation.

Do you have any further questions? Please contact us.

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0800 258 258 055

website@newhorizons.de

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