应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

您将获得的技能: Alteryx, Predictive Modeling, People Analytics, Scripting, R Programming, Predictive Analytics, HR Tech, Data Science, Advanced Analytics, Scripting Languages, Trend Analysis, Data Preprocessing, Data Integration, Exploratory Data Analysis, Applied Machine Learning, Data Manipulation, Data Visualization Software, Data Analysis, Model Evaluation, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Python 程序设计, 交互式数据可视化, 仪表板, 数据可视化软件, 热图, 数据分析, Pandas(Python 软件包), Matplotlib, 箱形图, 散点图, 数据可视化, 数据操作, Plotly, 数据展示, Jupyter, 地理空间信息与技术, 柱状图, Seaborn
中级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 项目规划, 项目管理, 工作分解结构, 规划, 管理团队
混合 · 课程 · 1-3 个月

您将获得的技能: Embeddings, Semantic Web, Natural Language Processing, Data Processing, Text Mining, Applied Machine Learning, Classification Algorithms, Unsupervised Learning, Dimensionality Reduction, Linear Algebra
中级 · 课程 · 1-4 周

Shanghai Jiao Tong University
您将获得的技能: Combinatorics, Graph Theory, Data Structures, Algorithms, Logical Reasoning, Theoretical Computer Science, Computational Thinking, Computer Science, Applied Mathematics, Network Model, Deductive Reasoning, Computational Logic, Network Analysis, Advanced Mathematics, Analytical Skills, Arithmetic, Applied Machine Learning, Probability
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Model Deployment, Multi-Cloud, Cloud Security, AI Security, MLOps (Machine Learning Operations), DevSecOps, Cloud Management, Investigation, Microservices, Site Reliability Engineering, Security Controls, CI/CD, System Monitoring, Infrastructure as Code (IaC), Compliance Management, Automation, Kubernetes, Docker (Software), Incident Management, Performance Analysis
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Responsible AI, Data Ethics, Deep Learning, Model Deployment, Debugging, Artificial Intelligence, Machine Learning, Ethical Standards And Conduct, Model Evaluation, Applied Machine Learning, Social Impact, Unstructured Data, Data-Driven Decision-Making, Information Privacy, Case Studies
中级 · 课程 · 1-4 周

您将获得的技能: Data Ethics, Financial Modeling, Responsible AI, AI Security, Financial Forecasting, Financial Statements, Depreciation, Business Ethics, Balance Sheet, Capital Budgeting, Artificial Intelligence, Strategic Decision-Making, Data Management, Information Privacy, Financial Analysis, Excel Formulas, Ethical Standards And Conduct, Finance, Business Strategy, Business
初级 · 专项课程 · 3-6 个月

Universidad Austral
您将获得的技能: Web Scraping, Natural Language Processing, Data Integration, Data Processing, MLOps (Machine Learning Operations), Data Preprocessing, Data Cleansing, Artificial Neural Networks, Data Manipulation, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Applied Machine Learning, Text Mining, Jupyter, Pandas (Python Package), Application Lifecycle Management, Systems Architecture, Analysis, Deep Learning, Python Programming
初级 · 专项课程 · 3-6 个月

Amazon Web Services
您将获得的技能: 数据架构, 数据湖, 云计算架构, AWS 身份和访问管理 (IAM), 解决方案架构, 亚马逊云观察, 云基础设施, 无服务器计算, 亚马逊 S3, 云存储, 事件驱动编程, 可扩展性, 云安全, 云计算, 数据可视化, 软件架构, 亚马逊 DynamoDB, 亚马逊弹性计算云 Computing, 亚马逊网络服务, 应用程序接口网关
攻读学位
中级 · 专业证书 · 3-6 个月

Pontificia Universidad Católica de Chile
您将获得的技能: Classification Algorithms, Exploratory Data Analysis, Data Mining, Data Analysis, Machine Learning Algorithms, Model Evaluation, Data Management, Data Science, Unsupervised Learning, Big Data, Supervised Learning, Algorithms, Data Preprocessing, Transaction Processing
初级 · 课程 · 1-3 个月

您将获得的技能: Predictive Modeling, Data Visualization, Data Presentation, Data-Driven Decision-Making, Advanced Analytics, Business Analytics, AI Enablement, Business Reporting, Global Marketing, User Feedback, Regional Sales, Presentations, Key Performance Indicators (KPIs), Law, Regulation, and Compliance
初级 · 课程 · 1-4 周