Daten-, KI- und Cloud-Kurse

Create visualizations and dynamic dashboards with Databricks, turning raw data into clear and actionable insights.

Dieser Kurs zeigt, wie du Visualisierungen und Berichte in Power BI zielgruppengerecht gestaltest.

Build SQL skills by writing AI prompts that generate queries for sorting, grouping, filtering, and categorizing data.

Learn how to make attractive visualizations of geospatial data in Python using the geopandas package and folium maps.

Learn to use essential Bioconductor packages for bioinformatics using datasets from viruses, fungi, humans, and plants!

Master the core operations of spaCy and train models for natural language processing. Extract information from unstructured data and match patterns.

Learn how to calculate meaningful measures of risk and performance, and how to compile an optimal portfolio for the desired risk and return trade-off.

Learn how to identify, analyze, remove and impute missing data in Python.

In this course, youll learn the basics of relational databases and how to interact with them.

Create multi-modal systems using OpenAIs text and audio models, including an end-to-end customer support chatbot!

Learn all about the advantages of Bayesian data analysis, and apply it to a variety of real-world use cases!

Learn the fundamentals of how to build conversational bots using rule-based systems as well as machine learning.

Use a chatbot to create a study guide tailored to your goals and schedule. Build skills with simple, effective prompts.

Learn techniques to extract useful information from text and process them into a format suitable for machine learning.

This course provides an intro to clustering and dimensionality reduction in R from a machine learning perspective.

Boost your coding with Windsurf, the AI-powered IDE that helps you build, debug, and deploy faster.

Take your reporting skills to the next level with Tableau’s built-in statistical functions.

This course will equip you with the skills to analyze, visualize, and make sense of networks using the NetworkX library.

Master travel planning with WanderBot: craft prompts, build confidence, and streamline your next adventure.

Practice Power BI with our healthcare case study. Analyze data, uncover efficiency insights, and build a dashboard.

This course will show you how to integrate spatial data into your Python Data Science workflow.

Learn how to transform raw data into clean, reliable models with dbt through hands-on, real-world exercises.

In this course you will learn to fit hierarchical models with random effects.

Shift to an MLOps mindset, enabling you to train, document, maintain, and scale your machine learning models to their fullest potential.

In this course, youll learn how to import and manage financial data in Python using various tools and sources.

Lerne, verteiltes Datenmanagement und maschinelles Lernen in Spark mit dem PySpark-Paket zu implementieren.

Prepare for your next coding interviews in Python.

Use Seaborns sophisticated visualization tools to make beautiful, informative visualizations with ease.

Manage the complexity in your code using object-oriented programming with the S3 and R6 systems.

Learn fundamental probability concepts like random variables, mean and variance, probability distributions, and conditional probabilities.