Daten-, KI- und Cloud-Kurse

In diesem umfassenden Einführungskurs in die Datenethik geht es um Grundsätze, KI-Ethik und praktische Fähigkeiten für eine verantwortungsvolle Datennutzung.

Learn to acquire data from common file formats and systems such as CSV files, spreadsheets, JSON, SQL databases, and APIs.

Build on top of your Python skills for Finance, by learning how to use datetime, if-statements, DataFrames, and more.

Python-Tests meistern: Methoden lernen, Prüfungen erstellen und fehlerfreien Code mit pytest und unittest sichern.

Gain the essential skills using Scikit-learn, SHAP, and LIME to test and build transparent, trustworthy, and accountable AI systems.

Learn key object-oriented programming concepts, from basic classes and objects to advanced topics like inheritance and polymorphism.

Apply PyTorch to images and use deep learning models for object detection with bounding boxes and image segmentation generation.

Use generative AI to tackle data cleaning, fixing duplicates, nulls, and formatting for consistent, accurate datasets.

R Markdown is an easy-to-use formatting language for authoring dynamic reports from R code.

Learn to connect Tableau to different data sources and prepare the data for a smooth analysis.

In diesem Kurs wirst du T-SQL verwenden, die SQL-Variante, die in Microsofts SQL Server für die Datenanalyse verwendet wird.

Level up your GitHub skills with our intermediate course on GitHub Projects, Administration, and advanced security features.

Learn about LLMOps from ideation to deployment, gain insights into the lifecycle and challenges, and learn how to apply these concepts to your applications.

In this course you will learn the details of linear classifiers like logistic regression and SVM.

Building on your foundational Power Query in Excel knowledge, this intermediate course takes you to the next level of data transformation mastery

In this four-hour course, you’ll learn the basics of analyzing time series data in Python.

Meistere verantwortungsvolle KI-Praktiken mit diesem umfassenden Kurs, der Fallstudien aus der Praxis und interaktive Inhalte enthält.

Transform almost any dataset into a tidy format to make analysis easier.

You will investigate a dataset from a fictitious company called Databel in Tableau, and need to figure out why customers are churning.

Unlock BigQuerys power: grasp its fundamentals, execute queries, and optimize workflows for efficient data analysis.

Erfahren Sie mehr über Data Science für Manager und Unternehmen und wie Sie Daten zur Stärkung nutzen.

In this course, you will be introduced to unsupervised learning through techniques such as hierarchical and k-means clustering using the SciPy library.

Master Apache Kafka! From core concepts to advanced architecture, learn to create, manage, and troubleshoot Kafka for real-world data streaming challenges!

Master Azure Management and Governance with our comprehensive course, ideal for data professionals seeking cloud expertise.

Lernen Sie, Finanzanalysen in Power BI durchzuführen oder vorhandene Finanzkenntnisse anzuwenden.

Learn the fundamentals of gradient boosting and build state-of-the-art machine learning models using XGBoost to solve classification and regression problems.

Discover the exciting world of Deep Learning for Text with PyTorch and unlock new possibilities in natural language processing and text generation.

Discover how to become a data defender and keep data safe and secure with this beginner-friendly interactive course.

Take your R skills up a notch by learning to write efficient, reusable functions.

Learn essential finance math skills with practical Excel exercises and real-world examples.