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。

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

Board Infinity
初级 · 课程

您将获得的技能: Object Oriented Programming (OOP), Spatial Analysis, C# (Programming Language), Scalability
中级 · 课程 · 1-3 个月

Coursera
初级 · 课程 · 1-4 周

Clemson University
您将获得的技能: Human Computer Interaction, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Data Cleansing, 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

Ball State University
您将获得的技能: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, Unsupervised Learning, Software Engineering Tools, Database Management Systems, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Artificial Intelligence, Logistic Regression, Statistical Programming, Natural Language Processing
获得学位
学位 · 1-4 年
University of London
您将获得的技能: Virtual Reality, Full-Stack Web Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Model Evaluation, React Native, Game Design, Responsive Web Design, Git (Version Control System), Event-Driven Programming, Web Applications, Incident Response, Data Science, Natural Language Processing, Combinatorics, Database Design, Data Visualization, Generative AI
提供的学分
研究生证书 · 6-12 个月
University of Illinois at Urbana-Champaign
您将获得的技能: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Supply Chain Management, Instructional Design, Quality Management, Educational Materials, Lean Manufacturing, Business Technologies, Process Capability, Statistical Analysis, Project Management, Needs Assessment, Learning Strategies, Collaboration, Organizational Skills, Planning, Creative Thinking
提供的学分
MasterTrack · 6-12 个月

IIT Guwahati
您将获得的技能: Package and Software Management, Social Network Analysis, Time Series Analysis and Forecasting, Cloud Computing Architecture, Linear Algebra, Data Structures, Data Warehousing, Database Design, Model Evaluation, Algorithms, Java Programming, Deep Learning, Portfolio Management, Oral Comprehension, C (Programming Language), Econometrics, Spreadsheet Software, Scatter Plots, R Programming, Artificial Intelligence
获得学位
学位 · 1-4 年

Pontificia Universidad Católica de Chile
您将获得的技能: Unsupervised Learning, Plot (Graphics), Data Visualization, Exploratory Data Analysis, Supervised Learning, Data Cleansing, Model Evaluation, Descriptive Analytics, Dimensionality Reduction, Data Science, Visualization (Computer Graphics), Scientific Visualization, Data Analysis, Database Management, Machine Learning Algorithms, Data Integration, Data Visualization Software, Statistical Machine Learning, Data-Driven Decision-Making, Statistical Visualization
提供的学分
MasterTrack · 6-12 个月

University of Huddersfield
您将获得的技能: Graph Theory, Linear Algebra, Computational Logic, Statistical Software, Integral Calculus, Matplotlib, Calculus, R Programming, Theoretical Computer Science, Logical Reasoning, Differential Equations, Data Visualization Software, Applied Mathematics, Deductive Reasoning, Bayesian Statistics, Advanced Mathematics, Python Programming, Data Analysis, Mathematical Modeling, Numerical Analysis
获得学位
学位 · 1-4 年
Universidad de los Andes
您将获得的技能: Software Testing, Test Automation, Usability, Unit Testing, Acceptance Testing, Web Content Accessibility Guidelines, Test Script Development, Regression Testing, Test Data, Functional Testing, Test Planning, Angular, Agile Software Development, Test Tools, Sprint Retrospectives, Quality Assurance, Software Engineering, User Interface and User Experience (UI/UX) Design, Continuous Integration, Web Development
提供的学分
MasterTrack · 6-12 个月