数据 Cleaning 课程可以帮助您学习识别和纠正数据集中的错误、处理缺失值以及规范数据格式的技术。您可以掌握数据 Validation、Outlier 检测以及将原始数据 Transformer 成可用格式等方面的技能。许多课程都会介绍一些工具,如 Pandas 和 NumPy 等 Python 库,以及 OpenRefine 等软件,这些工具支持高效执行数据分析任务并确保数据质量,以便进行分析。

您将获得的技能: Package and Software Management, Data Science, Computer Programming, Mathematical Software
初级 · 课程 · 1-4 周

Pontificia Universidad Católica de Chile
您将获得的技能: Revenue Management, Data Ethics, Database Design, Customer Analysis, Descriptive Analytics, FinTech, Large Language Modeling, Web Scraping, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Spatial Data Analysis, Biostatistics, Social Determinants Of Health, Unsupervised Learning, Gerontology, Digital Transformation, Matplotlib, Deep Learning, Risk Analysis
获得学位
学位 · 1-4 年

您将获得的技能: Prompt Engineering, Multimodal Prompts, Prompt Patterns, AI Enablement, AI Personalization, LLM Application, Ideation, Solution Design
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 数据驱动的决策制定, 数据叙事, 数据可视化软件, 商业分析, 数据展示, 沟通, 案例研究, 数据分析, 演讲, 统计报告, 技术交流, 分析
中级 · 课程 · 1-4 周

您将获得的技能: 人工智能, 无服务器计算, ChatGPT, Prompt Engineering, 实时数据, OpenAI 应用程序接口, LLM 申请, 云应用, 应用程序部署, 生成式人工智能, 网络开发工具, AI 安全, 网络应用
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: LangGraph, AI Orchestration, System Monitoring, CrewAI, Agentic Workflows, Continuous Monitoring, Agentic systems, Enterprise Application Management, Event Monitoring, Artificial Intelligence and Machine Learning (AI/ML), Site Reliability Engineering, AI Enablement, Model Deployment, Generative AI Agents, Generative Model Architectures, AI Security, Systems Architecture, Software Architecture, Application Deployment, Middleware
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 模型评估, 张力流, 深度学习, 分类算法, 迁移学习, 卷积神经网络, 机器学习, 应用机器学习, 数据预处理, Keras(神经网络库), 计算机视觉, 图像分析
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Prompt Engineering, Microsoft Copilot, ChatGPT, Ideation, Verification And Validation, Succession Planning, Microsoft 365, Target Audience, Business Writing, Responsible AI, Generative AI, Microsoft Teams, Leadership, Meeting Facilitation, Organizational Leadership, Productivity Software, Creativity, AI Enablement, Complex Problem Solving, Strategic Communication
初级 · 专项课程 · 1-3 个月

您将获得的技能: Power BI, Microsoft Azure, Data Lakes, Data Analysis Expressions (DAX), Azure Synapse Analytics, Data Modeling, Data Governance, Data Warehousing, Microsoft SQL Servers, Data Analysis, Analytics, Extract, Transform, Load, Data Import/Export, Data Integration, Real Time Data, Data Mart, Data Transformation, Data Management, Data Architecture, Data Pipelines
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Convolutional Neural Networks, Natural Language Processing, Data Preprocessing, Artificial Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, Computer Vision, Jupyter, Predictive Modeling, Machine Learning, Model Evaluation, Data Transformation
混合 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google 云端平台, MLOps(机器学习 Operator), 张力流, 数据管道, 深度学习, 模型评估, 云部署, Python 程序设计, 人工神经网络, 数据转换, 模型部署, 机器学习, 数据预处理, 功能工程, Keras(神经网络库)
中级 · 课程 · 1-3 个月
您将获得的技能: Model Deployment, LLM Application, Large Language Modeling, System Monitoring, Scalability, Hugging Face, Cloud Deployment, Performance Tuning, MLOps (Machine Learning Operations), Prompt Engineering, Transfer Learning, AI Security, Applied Machine Learning, Application Security, Artificial Intelligence, API Design, Model Evaluation
中级 · 课程 · 1-4 周