Daten-, KI- und Cloud-Kurse

Setze Versuchsanordnungen um und führe robuste statistische Analysen durch, um präzise und gültige Schlussfolgerungen zu ziehen!

Learn to write SQL queries to calculate key metrics that businesses use to measure performance.

Step right into the dynamic world of data modeling with Snowflake!

In this course youll learn the basics of working with time series data.

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

Learn how and when to use hypothesis testing in R, including t-tests, proportion tests, and chi-square tests.

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

Learn to use facets, coordinate systems and statistics in ggplot2 to create meaningful explanatory plots.

Lerne die Grundlagen neuronaler Netzwerke und wie du Deep-Learning-Modelle mit Keras 2.0 in Python erstellst.

Learn Databricks SQL for data engineering, analytics, and real-time data workflows in the lakehouse architecture.

In diesem Kurs lernst du, Daten effizient und akkurat zu bereinigen, um Rohdaten in gewinnbringende Erkenntnisse zu verwandeln.

Master Power Pivot in Excel to help import data, create relationships, and utilize DAX. Build dynamic dashboards to uncover actionable insights.

Erstelle Finanzanalysen und nutze deine vielleicht schon vorhandenen Finanzkenntnisse zur Visualisierung von Daten mit Power BI.

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

In diesem Kurs lernst du die Grundlagen des maschinellen Lernens für Klassifikationsaufgaben.

Lerne die Theorie hinter dem verantwortungsvollen Umgang mit deinen Daten für jedes KI-Projekt, von Anfang bis Ende und darüber hinaus.

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

Boost your coding with AI—guide your coding assistant to write, test, and document code effectively.

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

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

Learn to process, transform, and manipulate images at your will.

Lerne die Textanalyse mit den wichtigsten NLP-Techniken, von der Vorverarbeitung bis hin zu fortgeschrittenen Transformer-Modellen.

Learn to write faster R code, discover benchmarking and profiling, and unlock the secrets of parallel programming.

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

Build the foundation you need to think statistically and to speak the language of your data.

Bash scripting allows you to build analytics pipelines in the cloud and work with data stored across multiple files.

Master multi-stage builds, Docker networking tools, and Docker Compose for optimal containerized applications!

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

Create new features to improve the performance of your Machine Learning models.

Erwerben Sie wesentliche Fähigkeiten mit Scikit-learn, SHAP und LIME für transparente und vertrauenswürdige KI.