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。

DeepLearning.AI
您将获得的技能: 机器学习, 卷积神经网络, 模型评估, 数据预处理, 自然语言处理, 人工智能, 磁共振成像, 概率与统计, 深度学习, 医学影像, 医学科学与研究, 统计机器学习, 放射诊断学, 预测建模, 张力流, 应用机器学习, 风险模型, Machine Learning 方法, 图像分析
中级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 商业策略, 商业分析, 营销策略, 数据分析, 数字广告, 问题管理, 演讲, 分析, 同行评审, 运行效率, 业务, 广告, 绩效衡量, 营销分析, 营销, 数据驱动的决策制定
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 机器学习, 卷积神经网络, 数据预处理, 深度学习, 时间序列分析和预测, 预测建模, 递归神经网络 (RNN), 张力流, 应用机器学习, 人工神经网络, 预测
中级 · 课程 · 1-4 周

Edge Impulse
您将获得的技能: 模型评估, 卷积神经网络, 机器学习, 数据分析, 模型部署, 人工智能和机器学习(AI/ML), 嵌入式系统, 数据预处理, 深度学习, 数字信号处理, 嵌入式软件, 功能工程, 计算机编程, 应用机器学习, 数据伦理, 人工神经网络
中级 · 课程 · 1-4 周

Campus BBVA
您将获得的技能: Data Storytelling, Data-Driven Decision-Making, Data Visualization, Business Analytics, Dashboard, Data Quality, Data Analysis, Descriptive Statistics, Business Intelligence, Business Analysis, Statistical Methods, Data Management, Probability & Statistics, Statistical Inference, Big Data, Statistical Analysis
初级 · 课程 · 1-3 个月

多位教师
您将获得的技能: Tensorflow, Keras (Neural Network Library), Machine Learning Methods, Model Evaluation, Machine Learning, Google Cloud Platform, Machine Learning Algorithms, Applied Machine Learning, Financial Trading, Reinforcement Learning, Recurrent Neural Networks (RNNs), Supervised Learning, Data Pipelines, Time Series Analysis and Forecasting, Statistical Machine Learning, Technical Analysis, Deep Learning, Securities Trading, Portfolio Management, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 专项课程 · 1-3 个月

您将获得的技能: Agentic Workflows, Agentic systems, Contract Compliance, Organizational Change, Legal Technology, Change Management, Contract Review, AI Enablement, Compliance Reporting, Compliance Management, Workflow Management, Regulation and Legal Compliance, Scalability, Automation, Process Design, Risk Analysis
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 模型评估, Google 云端平台, Data Governance, AI 工作流程, 模型部署, 机器学习, 数据预处理, 数据管理, Data Management, MLOps(机器学习 Operator), 数据管道, 云计算, 预测建模, 数据转换, 张力流
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), AI Orchestration, Dependency Analysis, Application Deployment, Continuous Deployment, Generative AI, Release Management, Regression Testing, Cloud Deployment, Verification And Validation, Site Reliability Engineering, CI/CD, Model Evaluation, Continuous Delivery, Data-Driven Decision-Making, Application Performance Management, Software Technical Review, Kubernetes, System Requirements
中级 · 课程 · 1-4 周
您将获得的技能: Hugging Face, Large Language Modeling, MLOps (Machine Learning Operations), Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, Transfer Learning, Applied Machine Learning, AI Personalization, Model Deployment, Model Evaluation, Responsible AI, Performance Tuning, Model Based Systems Engineering, Program Evaluation, Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Fraud detection, Jupyter, Responsible AI, Model Evaluation, Project Management, Performance Improvement, Risk Modeling, Performance Metric, Business Analytics, Credit Risk, Performance Analysis, Performance Tuning, Test Planning, Test Engineering, Applied Machine Learning, Research Design, Technical Communication
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Microsoft SQL Servers, SQL, Transact-SQL, Databases, Relational Databases, Data Transformation, Data Manipulation, Query Languages, Generative AI, Data Analysis
初级 · 课程 · 1-4 周