数据、AI 和云课程

• 高级技能水平
• 4.8+
• 74 条评价

Learn how to create and assess measurement models used to confirm the structure of a scale or questionnaire.

• 基础技能水平
• 4.6+
• 94 条评价

Learn to set up a secure, efficient book recommendation app in Azure in this hands-on case study.

• 基础技能水平
• 4.8+
• 138 条评价

Learn about MLOps, including the tools and practices needed for automating and scaling machine learning applications.

• 中级技能水平
• 4.8+
• 68 条评价

Advance you R finance skills to backtest, analyze, and optimize financial portfolios.

• 中级技能水平
• 4.8+
• 88 条评价

Step into the role of CFO and learn how to advise a board of directors on key metrics while building a financial forecast.

• 中级技能水平
• 4.7+
• 87 条评价

Learn to easily summarize and manipulate lists using the purrr package.

• 基础技能水平
• 4.8+
• 80 条评价

Learn how to use plotly in R to create interactive data visualizations to enhance your data storytelling.

• 高级技能水平
• 4.7+
• 53 条评价

Learn to use the Bioconductor package limma for differential gene expression analysis.

• 中级技能水平
• 4.9+
• 79 条评价

Take vital steps towards mastery as you apply your statistical thinking skills to real-world data sets and extract actionable insights from them.

• 基础技能水平
• 4.7+
• 29 条评价

Transition from MATLAB by learning some fundamental Python concepts, and diving into the NumPy and Matplotlib packages.

• 基础技能水平
• 4.7+
• 96 条评价

Learn dimensionality reduction techniques in R and master feature selection and extraction for your own data and models.

• 基础技能水平
• 4.7+
• 9 条评价

Learn the data engineering role on Google Cloud. Explore data sources, storage solutions, ETL/ELT architectures, BigQuery, Dataform, and Dataproc.

• 中级技能水平
• 4.8+
• 62 条评价

Learn how to use Python parallel programming with Dask to upscale your workflows and efficiently handle big data.

• 中级技能水平
• 4.6+
• 20 条评价

Learn how to use spaCy to build advanced natural language understanding systems, using both rule-based and machine learning approaches.

• 中级技能水平
• 4.8+
• 82 条评价

This course will introduce the support vector machine (SVM) using an intuitive, visual approach.

• 中级技能水平
• 4.8+
• 61 条评价

Learn to use the Census API to work with demographic and socioeconomic data.

• 基础技能水平
• 4.8+
• 42 条评价

Scaling with Google Cloud Operations

• 中级技能水平
• 4.8+
• 67 条评价

Explore HR data analysis in Tableau with this case study.

• 中级技能水平
• 4.7+
• 141 条评价

Learn the principles of feature engineering for machine learning models and how to implement them using the R tidymodels framework.

• 基础技能水平
• 4.7+
• 97 条评价

Discover what all of the DeepSeek hype was really about! Build applications using DeepSeeks R1 and V3 models.

• 中级技能水平
• 4.9+
• 14 条评价

In this Google DeepMind course you will discover the mechanisms of the transformer architecture.

• 中级技能水平
• 4.8+
• 86 条评价

Extract and visualize Twitter data, perform sentiment and network analysis, and map the geolocation of your tweets.

• 中级技能水平
• 4.8+
• 71 条评价

This course will show you how to combine and merge datasets with data.table.

• 中级技能水平
• 4.7+
• 45 条评价

Learn how to build an amortization dashboard in Google Sheets with financial and conditional formulas.

• 高级技能水平
• 4.9+
• 48 条评价

Learn to process sensitive information with privacy-preserving techniques.

• 高级技能水平
• 4.8+
• 41 条评价

Learn to analyze and model customer choice data in R.

• 中级技能水平
• 4.9+
• 17 条评价

This course introduces the comprehensive and flexible infrastructure and platform services provided by Google Cloud with a focus on Core Services.

• 中级技能水平
• 4.9+
• 13 条评价

This course introduces solution elements, including networks, load balancing, autoscaling, infrastructure automation and managed services.

• 基础技能水平
• 4.8+
• 90 条评价

Explore GDPR through real-world cases on data rights, breaches, and compliance challenges.

• 中级技能水平
• 4.8+
• 17 条评价

The goal of this course is to introduce the basics of Google Kubernetes Engine, or GKE, and how to get applications containerized and running in Google Cloud.