数据、AI 和云课程

• 中级技能水平
• 4.8+
• 336 条评价

Learn to build AI applications using Snowflake Cortexs built-in LLM functions for text analysis, generation, and multi-step workflows.

• 中级技能水平
• 4.8+
• 849 条评价

Understand the concept of reducing dimensionality in your data, and master the techniques to do so in Python.

• 中级技能水平
• 4.8+
• 99 条评价

Learn how to use and create sub-agents in Claude Code to manage context, delegate tasks, and build workflows that keep your conversation clean and focused.

• 中级技能水平
• 4.8+
• 311 条评价

Evaluate portfolio risk and returns, construct market-cap weighted equity portfolios and learn how to forecast and hedge market risk via scenario generation.

• 中级技能水平
• 4.7+
• 576 条评价

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

• 中级技能水平
• 4.8+
• 440 条评价

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

• 中级技能水平
• 4.8+
• 278 条评价

Learn to implement custom trading strategies in Python, backtest them, and evaluate their performance!

• 中级技能水平
• 4.8+
• 227 条评价

Discover different types in data modeling, including for prediction, and learn how to conduct linear regression and model assessment measures in the Tidyverse.

• 中级技能水平
• 4.7+
• 353 条评价

Learn the practical uses of A/B testing in Python to run and analyze experiments. Master p-values, sanity checks, and analysis to guide business decisions.

• 中级技能水平
• 4.8+
• 515 条评价

In this conceptual course (no coding required), you will learn about the four major NoSQL databases and popular engines.

• 中级技能水平
• 4.7+
• 112 条评价

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

• 中级技能水平
• 4.7+
• 321 条评价

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

• 中级技能水平
• 4.7+
• 133 条评价

This course is an introduction to linear algebra, one of the most important mathematical topics underpinning data science.

• 中级技能水平
• 4.8+
• 233 条评价

Learn the fundamentals of exploring, manipulating, and measuring biomedical image data.

• 中级技能水平
• 4.8+
• 40 条评价

Design resilient, production-ready n8n automations that fetch APIs, process data in batches, handle errors, and run unattended on a schedule.

• 中级技能水平
• 4.8+
• 107 条评价

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

• 中级技能水平
• 4.8+
• 555 条评价

Learn to perform linear and logistic regression with multiple explanatory variables.

• 中级技能水平
• 4.8+
• 394 条评价

In this course, students will learn to write queries that are both efficient and easy to read and understand.

• 中级技能水平
• 4.8+
• 272 条评价

Learn how to build interactive and insight-rich dashboards with Dash and Plotly.

• 中级技能水平
• 4.8+
• 272 条评价

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

• 中级技能水平
• 4.8+
• 208 条评价

Learn to model and predict stock data values using linear models, decision trees, random forests, and neural networks.

• 中级技能水平
• 4.7+
• 413 条评价

Learn how to design Power BI visualizations and reports with users in mind.

• 中级技能水平
• 4.7+
• 50 条评价

Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference.

• 中级技能水平
• 4.7+
• 214 条评价

Shiny is an R package that makes it easy to build interactive web apps directly in R, allowing your team to explore your data as dashboards or visualizations.

• 中级技能水平
• 4.8+
• 426 条评价

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

• 中级技能水平
• 4.8+
• 455 条评价

Learn about the challenges of monitoring machine learning models in production, including data and concept drift, and methods to address model degradation.

• 中级技能水平
• 4.7+
• 187 条评价

Learn how to detect fraud using Python.

• 中级技能水平
• 4.8+
• 470 条评价

Learn Snowflake data types and functions to manipulate text, numbers, and dates while building custom functions and pivot tables.

• 中级技能水平
• 4.8+
• 190 条评价

The Generalized Linear Model course expands your regression toolbox to include logistic and Poisson regression.

• 中级技能水平
• 4.7+
• 99 条评价

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