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: Scikit Learn (Machine Learning Library), Tensorflow, Classification Algorithms, Supervised Learning, Applied Machine Learning, Python Programming, Feature Engineering, Data Preprocessing, Data Science, Machine Learning, Model Evaluation, Data Manipulation, Data Visualization
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Cleansing, PySpark, Data Manipulation, Data Preprocessing, Apache Spark, Google Cloud Platform, Data Analysis, Applied Machine Learning, Predictive Modeling, Big Data, Machine Learning, Regression Analysis
中级 · 指导项目 · 不超过 2 小时
Coursera
您将获得的技能: Experimentation, Business Metrics, Data Storytelling, Return On Investment, Model Evaluation, Dashboard, Performance Measurement, Business Valuation, Key Performance Indicators (KPIs), A/B Testing, Performance Analysis, Analysis, Product Management, Machine Learning, Financial Analysis, Business, Stakeholder Communications, Sample Size Determination, Power Electronics
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: 计算机编程, 预测建模, 数据处理, Algorithm, AI 个性化服务, 文件输入/输出, Prompt Engineering, Matlab, ChatGPT, 数据分析, 用户界面(UI), 数字信号处理, 数学软件, 编程原则, 图像分析, 面向对象编程(OOP), 应用机器学习, 柱状图, 数据可视化软件, 散点图
初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: 生成式人工智能, Google 云端平台, Machine Learning 方法, 人工智能
初级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Generative AI, Business Metrics, Machine Learning Methods, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Machine Learning, Machine Learning Algorithms, Model Evaluation, Artificial Intelligence, Model Deployment, Key Performance Indicators (KPIs), Performance Measurement, Performance Metric, AI Product Strategy, Business Solutions
初级 · 课程 · 1-4 周

您将获得的技能: AI Product Strategy, Product Management, Commercialization, Technical Product Management, Model Deployment, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Product Strategy, User Interface and User Experience (UI/UX) Design, Product Design, Responsible AI, Digital Transformation, Team Performance Management, Machine Learning, Data-Driven Decision-Making, Deep Learning, User Feedback
初级 · 课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: 卷积神经网络, 机器学习, 预测建模, 计划发展, 监督学习, 深度学习, 人工神经网络, 健康信息管理, 无监督学习, 应用机器学习, 模型评估, 健康信息学, 医疗保健
高级设置 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, AI Product Strategy, Prompt Patterns, ChatGPT, Responsible AI, Generative AI, Google Gemini, Product Management, AI Enablement, Artificial Intelligence, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Deep Learning, Machine Learning, Stakeholder Engagement, Context Management, Decision Making
中级 · 专项课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 机器学习, Excel 宏, 探索性数据分析, 机器学习算法, 预测建模, Pandas(Python 软件包), 分类算法, Matplotlib, 数据扫盲, 数据展示, 数据可视化软件, Python 程序设计, Tableau 软件, Scikit-learn (机器学习库), 数据操作, 无监督学习, 模型评估, Jupyter, 数据可视化, 数据预处理
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: 机器学习, 机器学习算法, 数据库, Apache Hadoop, Apache Cassandra, 分布式计算, 监督学习, 生成式人工智能, 数据管道, Apache Spark, MongoDB, Kubernetes, 大数据, PySpark, Apache Hive, 应用机器学习, NoSQL, 模型评估, IBM 云, 摘录
初级 · 专项课程 · 3-6 个月

Politecnico di Milano
您将获得的技能: 机器学习, 负责任的人工智能, 机器学习算法, 降维, 监督学习, 知识产权, 云平台, 一般数据保护条例》(GDPR), 社会学, 强化学习, 个人身份信息, AI 赋能, 分类学, 法律风险, 无监督学习, Machine Learning 方法, AI 安全, 社会影响, 法律技术, 人工智能
初级 · 专项课程 · 3-6 个月