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: 数据科学, 分布式计算, 统计方法, Apache Spark, PySpark, 机器学习, 数据存储技术, Machine Learning 方法, 数据存储, 大数据, 数据处理, 机器学习算法, 数据预处理, 描述性统计, 应用机器学习, 模型评估
中级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Tensorflow, Scikit Learn (Machine Learning Library), Machine Learning, Feature Engineering, Deep Learning, Convolutional Neural Networks, Matplotlib, Jupyter, Python Programming, NumPy, Data Manipulation, Artificial Neural Networks, Seaborn, Development Environment, Pandas (Python Package), Regression Analysis
混合 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Data Management, Data Pipelines, Statistical Modeling
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: Data Visualization Software, PySpark, Data Visualization, Data Storytelling, Statistical Visualization, Site Reliability Engineering, Docker (Software), Databricks, Containerization, Interactive Data Visualization, Plot (Graphics), Plotly, Data Pipelines, Matplotlib, Kubernetes, Apache Spark, Apache Hadoop, Big Data, Data Science, Python Programming
中级 · 专项课程 · 1-3 个月

您将获得的技能: Model Deployment, Feature Engineering, PySpark, Data Import/Export, Big Data, Apache Spark, Dashboard, Cloud Services, Cloud Deployment, Apache Hadoop, Apache Hive, Application Programming Interface (API), Jupyter, Data Storage, Data Architecture, Data Quality, Analytics, Ad Hoc Analysis, Serverless Computing, Applied Machine Learning
中级 · 专项课程 · 3-6 个月

您将获得的技能: Predictive Modeling, Predictive Analytics, Marketing Analytics, Statistical Machine Learning, Machine Learning, Data Science, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Statistical Analysis
高级设置 · 课程 · 1-4 周

University of London
您将获得的技能: 网络安全, Algorithm, 数据安全, 密码学, 应用安全, 公钥基础设施, Authentication, 基础设施安全, 移动安全, 数据完整性, Encryption, 脆弱性评估, 信息系统安全, 关键管理, 网络攻击
攻读学位
初级 · 课程 · 1-4 周

您将获得的技能: Autoencoders, Recurrent Neural Networks (RNNs), Classification Algorithms, Model Evaluation, Data Preprocessing
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Model Deployment, Data Ethics, Scalability
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Python 程序设计, 数据科学, 探索性数据分析, 无监督学习, 自动编码器, 机器学习, 决策树学习, Scikit-learn (机器学习库), 机器学习算法, 卷积神经网络, Keras(神经网络库), 递归神经网络 (RNN), 生成对抗网络 (GAN), 分类算法, 人工神经网络, 应用机器学习, 降维, 监督学习, 深度学习, 模型评估
攻读学位
中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: 数据管道, 模型部署, 张力流, 机器学习, 应用机器学习, 人工智能, Jupyter, 自然语言处理, 图像分析, 大数据, Google 云端平台, 非结构化数据
中级 · 课程 · 1-3 个月

您将获得的技能: Predictive Modeling, Responsible AI, Predictive Analytics, Machine Learning, Data Ethics, Data Preprocessing, Technical Management, Model Evaluation, MLOps (Machine Learning Operations), Applied Machine Learning, Data-Driven Decision-Making, Statistical Modeling, Performance Reporting, Supervised Learning, Business Ethics, Decision Tree Learning, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, Data Science, Machine Learning Algorithms
初级 · 专项课程 · 3-6 个月