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, Software Quality Assurance, Open Web Application Security Project (OWASP), Text Mining, Database Design, Agile Software Development, Software Development Life Cycle, Data Governance, Unsupervised Learning, Interactive Data Visualization, Software Architecture, Plotly, Cybersecurity, Classification Algorithms, PyTorch (Machine Learning Library), Loans, Statistical Hypothesis Testing, Java, Depreciation, Probability & Statistics
获得学位
学位 · 1-4 年

University of California San Diego
您将获得的技能: Python 程序设计, 演绎推理, Algorithm, 理论计算机科学, 计算机科学, 计算逻辑, 组合学, 计算思维, 计划发展, 逻辑推理
初级 · 课程 · 1-3 个月
多位教师
您将获得的技能: 调试, 交互式数据可视化, 软件设计, 事件驱动编程, 数据分析, 用户界面(UI), Algorithm, 面向对象编程(OOP), 单元测试, Java 编程, 数据结构, 计算机编程, 面向对象设计, 文件输入/输出, 密码学, 解决问题, JUnit, 软件工程, 性能调整, Java
初级 · 专项课程 · 3-6 个月

您将获得的技能: PySpark, Apache Spark, Model Evaluation, MySQL, Data Pipelines, Scala Programming, Extract, Transform, Load, Logistic Regression, Customer Analysis, Apache Hadoop, Predictive Modeling, Applied Machine Learning, Data Processing, Data Persistence, Advanced Analytics, Big Data, Apache Maven, Unsupervised Learning, Apache, Python Programming
初级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: Feature Engineering, Data Preprocessing, MLOps (Machine Learning Operations), Tensorflow, Dataflow, Data Transformation, Applied Machine Learning, Data Modeling, Keras (Neural Network Library), Machine Learning, Deep Learning
中级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Calculus, Numerical Analysis, Applied Mathematics, Engineering Calculations, Integral Calculus, Engineering Analysis, Differential Equations, Mathematical Theory & Analysis, Advanced Mathematics, Estimation, Derivatives
混合 · 课程 · 1-3 个月

Fractal Analytics
您将获得的技能: Model Evaluation, Data Preprocessing, Generative AI, Transfer Learning, PyTorch (Machine Learning Library), Machine Learning, Convolutional Neural Networks, Image Quality
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Data Ethics, Predictive Modeling, No-Code Development, Model Deployment, Data Visualization, Data Presentation, Responsible AI, Data-Driven Decision-Making, Advanced Analytics, Business Intelligence, Business Analytics, Data Cleansing, Business Reporting, Global Marketing, LLM Application, AI Enablement, User Feedback, Data Preprocessing, Predictive Analytics, Data Architecture
初级 · 专项课程 · 1-3 个月

Duke University
您将获得的技能: 培训计划, 移情与情商, 科学方法, 人类学, 实验, 案例研究, 心理学, 教育与培训, 研究, 生物学, 人类学习
混合 · 课程 · 1-3 个月

Alfaisal University | KLD
您将获得的技能: Computer Vision, Natural Language Processing, Robotics, Machine Learning, Big Data, Artificial Intelligence, Supervised Learning, Deep Learning, Reinforcement Learning, Data Analysis
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 统计假设检验, 数据分析, 概率分布, 贝叶斯统计, 定量研究, 数据科学, 抽样(统计), 数据伦理, 理论计算机科学, 统计, 人工智能, 统计方法, 样本量的确定, 统计推理, 应用数学, 统计分析, 数据扫盲, 概率与统计, 概率
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Innovation, User Feedback, Growth Mindedness, Resilience, Adaptability, Open Mindset, Entrepreneurship, Creative Problem-Solving, Strategic Thinking, Lifelong Learning, Market Research, Sustainable Business, Continuous Improvement Process, Business, Data-Driven Decision-Making
中级 · 课程 · 1-3 个月