跳至内容

数据、人工智能和云计算课程

掌握重要的技能

观看专家讲师讲解的短视频,然后在浏览器中通过互动练习来巩固所学知识。

  • 按自己的节奏学习
  • 获得实践经验
  • 完整的短章节

创建您的免费帐户

或者

继续操作即表示您接受我们的《使用条款》和《隐私政策》,并同意您的数据存储在美国。

浏览课程

652 Courses查看匹配项目

Courses

Introduction to Regression in R

  • 中间的技能水平
  • 4.5+
  • 2.9K

Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis in R.

概率与统计

4小时

Courses

Forming Analytical Questions

  • 基本的技能水平
  • 4.5+
  • 2.8K

Learn how to translate business questions to well-formed analytical questions and select the right analytical solutions.

数据素养

1小时

Courses

Machine Learning with Tree-Based Models in Python

  • 中间的技能水平
  • 4.6+
  • 2.8K

In this course, youll learn how to use tree-based models and ensembles for regression and classification using scikit-learn.

机器学习

5小时

Courses

Introduction to NumPy

  • 基本的技能水平
  • 4.5+
  • 2.7K

Master your skills in NumPy by learning how to create, sort, filter, and update arrays using NYC’s tree census.

数据处理

4小时

Courses

Developing AI Systems with the OpenAI API

  • 中间的技能水平
  • 4.4+
  • 2.7K

Leverage the OpenAI API to get your AI applications ready for production.

人工智能

3小时

Courses

Writing Functions in Python

  • 中间的技能水平
  • 4.5+
  • 2.7K

Learn to use best practices to write maintainable, reusable, complex functions with good documentation.

软件开发

4小时

Courses

Containerization and Virtualization Concepts

  • 中间的技能水平
  • 4.7+
  • 2.7K

Learn the essentials of VMs, containers, Docker, and Kubernetes. Understand the differences to get started!

软件开发

2小时

Courses

LLMOps Concepts

  • 基本的技能水平
  • 4.6+
  • 2.7K

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

人工智能

1小时

Courses

Introduction to Regression with statsmodels in Python

  • 中间的技能水平
  • 4.6+
  • 2.6K

Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis with statsmodels in Python.

概率与统计

4小时

Courses

Introduction to Importing Data in R

  • 基本的技能水平
  • 4.5+
  • 2.6K

In this course, you will learn to read CSV, XLS, and text files in R using tools like readxl and data.table.

数据准备

3小时

Courses

Advanced Excel Functions

  • 中间的技能水平
  • 4.6+
  • 2.6K

Boost your Excel skills with advanced referencing, lookup, and database functions using practical exercises.

数据处理

2小时

Courses

Data Governance Concepts

  • 基本的技能水平
  • 4.5+
  • 2.5K

Gain an introduction to data governance, exploring its meaning, purpose, and how to implement a data governance framework.

数据管理

2小时

Courses

Intermediate Deep Learning with PyTorch

  • 中间的技能水平
  • 4.5+
  • 2.5K

Learn about fundamental deep learning architectures such as CNNs, RNNs, LSTMs, and GRUs for modeling image and sequential data.

人工智能

4小时

Courses

Cleaning Data with Generative AI

  • 基本的技能水平
  • 4.5+
  • 2.5K

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

人工智能

1小时

Courses

Artificial Intelligence (AI) Strategy

  • 基本的技能水平
  • 4.5+
  • 2.5K

Learn how to blend business, data, and AI, and set goals to drive success with an effectively scalable AI Strategy.

人工智能

3小时

Courses

Introduction to Embeddings with the OpenAI API

  • 中间的技能水平
  • 4.6+
  • 2.4K

Unlock more advanced AI applications, like semantic search and recommendation engines, using OpenAIs embedding model!

人工智能

3小时

Courses

Introduction to Kubernetes

  • 中间的技能水平
  • 4.6+
  • 2.4K

In this course, you will learn the fundamentals of Kubernetes and deploy and orchestrate containers using Manifests and kubectl instructions.

软件开发

3小时

Courses

Hypothesis Testing in Python

  • 中间的技能水平
  • 4.5+
  • 2.4K

Learn how and when to use common hypothesis tests like t-tests, proportion tests, and chi-square tests in Python.

概率与统计

4小时

Courses

Natural Language Processing (NLP) in Python

  • 中间的技能水平
  • 4.7+
  • 2.4K

Master text analysis with essential NLP techniques from preprocessing to advanced transformer models.

人工智能

4小时

Courses

AWS Cloud Technology and Services Concepts

  • 基本的技能水平
  • 4.6+
  • 2.3K

Master AWS cloud technology with hands-on learning and practical applications in the AWS ecosystem.

3小时

Courses

Retrieval Augmented Generation (RAG) with LangChain

  • 中间的技能水平
  • 4.5+
  • 2.3K

Learn cutting-edge methods for integrating external data with LLMs using Retrieval Augmented Generation (RAG) with LangChain.

人工智能

3小时

Courses

Sampling in Python

  • 中间的技能水平
  • 4.5+
  • 2.2K

Learn to draw conclusions from limited data using Python and statistics. This course covers everything from random sampling to stratified and cluster sampling.

概率与统计

4小时

Courses

Introduction to Data Quality

  • 基本的技能水平
  • 4.5+
  • 2.2K

Explore the basics of data quality management. Learn the key concepts, dimensions, and techniques for monitoring and improving data quality.

数据管理

2小时

Courses

Introduction to Data Modeling in Snowflake

  • 中间的技能水平
  • 4.7+
  • 2.2K

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

数据工程

4小时

Courses

Working with Dates and Times in Python

  • 中间的技能水平
  • 4.6+
  • 2.2K

Learn how to work with dates and times in Python.

软件开发

4小时

Courses

Introduction to FastAPI

  • 中间的技能水平
  • 4.5+
  • 2.2K

Build robust, production-grade APIs with FastAPI, mastering HTTP operations, validation, and async execution to create efficient data and ML pipelines.

软件开发

4小时

Courses

Financial Modeling in Excel

  • 中间的技能水平
  • 4.7+
  • 2.2K

Learn about Excel financial modeling, including cash flow, scenario analysis, time value, and capital budgeting.

应用金融

3小时

Courses

Large Language Models for Business

  • 基本的技能水平
  • 4.6+
  • 2.1K

Learn about Large Language Models (LLMs) and how they are reshaping the business world.

人工智能

1小时

Courses

Working with Microsoft Copilot

  • 基本的技能水平
  • 4.4+
  • 2.1K

Learn to work with Microsoft Copilot. Master prompting, navigate Microsoft 365 apps, and build custom agents.

人工智能

2小时

Courses

Introduction to Data Engineering

  • 中间的技能水平
  • 4.5+
  • 2.1K

Learn about the world of data engineering in this short course, covering tools and topics like ETL and cloud computing.

数据工程

4小时

FAQs