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: Payment Systems, Debugging
中级 · 课程 · 3-6 个月

Coursera
初级 · 课程 · 1-4 周
Universidad de los Andes
您将获得的技能: Social Network Analysis, Data Presentation, Data Storytelling, Network Analysis, Interactive Data Visualization, Predictive Modeling, Looker (Software), Data Visualization, Dashboard, Cash Flows, Marketing Analytics, Financial Statement Analysis, Strategic Decision-Making, Applied Machine Learning, Operations Research, Model Deployment, Natural Language Processing, Statistical Machine Learning, Statistical Analysis, Mathematical Modeling
提供的学分
MasterTrack · 6-12 个月
Universidad de los Andes
您将获得的技能: Social Network Analysis, Systems Thinking, Data Presentation, Unsupervised Learning, Risk Analysis, Deep Learning, Computer Vision, Reinforcement Learning, Natural Language Processing, Predictive Modeling, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Project Management Life Cycle, Logistic Regression, Cash Flows, Descriptive Analytics, Marketing Analytics, Stakeholder Engagement, Simulations, Operations Research
获得学位
学位 · 1-4 年

University of Leeds
您将获得的技能: Data Ethics, Data Presentation, Statistical Machine Learning, Statistical Hypothesis Testing, Regression Analysis, Data Storytelling, Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Supervised Learning, Network Analysis, Data Visualization, Data Preprocessing, Web Scraping, Statistical Modeling, Linear Algebra, Python Programming
获得学位
学位 · 1-4 年

Pontificia Universidad Católica de Chile
您将获得的技能: Model Evaluation, Predictive Analytics, Data Cleansing, Unsupervised Learning, Matplotlib, Regression Analysis, Supervised Learning, Dimensionality Reduction, Data Analysis, Descriptive Analytics, Exploratory Data Analysis, Data Science, Visualization (Computer Graphics), Pandas (Python Package), Data Visualization, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Scientific Visualization, Data Visualization Software, Applied Machine Learning
提供的学分
MasterTrack · 6-12 个月

Ball State University
您将获得的技能: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Unsupervised Learning, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Object Oriented Programming (OOP), Spatial Analysis, SAS (Software), Text Mining, Artificial Intelligence, Logistic Regression, Statistical Programming, Natural Language Processing
获得学位
学位 · 1-4 年
University of North Texas
您将获得的技能: Operations Management, Mediation, Model Evaluation, Leadership Studies, Compensation and Benefits, Organizational Change, Event Management, Grammar, Sales Process, Data Visualization, Marketing Planning, Design Thinking, Public Policies, Probability & Statistics, Global Marketing, Social Studies, Cultural Diversity, Digital Media Strategy, Music History, Sociology
获得学位
学位 · 1-4 年
Universidad de los Andes
您将获得的技能: User Story, Version Control, Test Automation, Git (Version Control System), Software Architecture, Continuous Integration, Software Testing, Test Driven Development (TDD), Test Data, Maintainability, Test Script Development, Software Design, Usability, Web Content Accessibility Guidelines, Acceptance Testing, Angular, Agile Software Development, Sprint Retrospectives, Application Design, Software Design Patterns
提供的学分
MasterTrack · 6-12 个月

Clemson University
您将获得的技能: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Database Theory, Software Development Methodologies, Usability, Reinforcement Learning, Data Preprocessing, Data Mining, Data Structures, Responsible AI, Algorithms, Software Engineering, Artificial Intelligence, Human Factors
获得学位
学位 · 1-4 年

Northeastern University
您将获得的技能: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing
获得学位
学位 · 1-4 年
University of Colorado Boulder
您将获得的技能: Semiconductors, Power Electronics, Display Devices, Control Systems, Computer Displays, Electronic Systems, Systems Design, Technical Design, Electronics, Electrical Engineering, USB, Electronic Components, Electrical Systems, Materials science, electromagnetics, Electronics Engineering, Electric Power Systems, Electronic Hardware, Performance Tuning, Image Quality
提供的学分
研究生证书 · 6-12 个月