机器学习课程可以帮助您学习算法、数据预处理、模型 Evaluation 和神经网络。您可以掌握回归分析、分类技术和聚类方法方面的技能。许多课程都会介绍 Python、TensorFlow 和 Scikit-learn 等工具,展示如何在实际应用中使用这些技术来实施机器学习解决方案。

Rice University
您将获得的技能: 计算机编程, Python 程序设计, 调试, 开发环境, 编程原则, 集成开发环境
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Tensorflow, Keras (Neural Network Library), Data Synthesis, Convolutional Neural Networks, Image Analysis, Computer Vision, Artificial Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Machine Learning, Python Programming
中级 · 指导项目 · 不超过 2 小时

University of California, Irvine
您将获得的技能: 语言能力, 英语, 语言学习, 扫盲, 口语理解, 词汇
初级 · 课程 · 1-4 周

Sungkyunkwan University
您将获得的技能: Language Learning, Oral Expression, Language Competency, Vocabulary, Oral Comprehension, Grammar
中级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Applied Machine Learning, Random Forest Algorithm, Predictive Modeling, Data Visualization, Data Preprocessing, Machine Learning, Data Manipulation, Feature Engineering, Data Cleansing, Python Programming, Data Science, Model Evaluation, Classification Algorithms, NumPy, Pandas (Python Package)
初级 · 课程 · 1-3 个月

您将获得的技能: Kibana, Dashboard, Interactive Data Visualization, Data Visualization, Data Visualization Software, Grafana, Graphing, Data Analysis, Splunk, Real Time Data, Anomaly Detection, Applied Machine Learning, Time Series Analysis and Forecasting, Query Languages, SQL, Role-Based Access Control (RBAC), Qualitative Research
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 基础设施即服务(IaaS), 数字化转型, 云安全, 技术战略, 软件即服务, 业务转型, Operator Expense, Google 云端平台, 云服务, 公共云, 混合云计算, 云计算, 云基础设施, 平台即服务(PaaS), 多云
初级 · 课程 · 1-3 个月

您将获得的技能: Apache Airflow, MLOps (Machine Learning Operations), Multi-Tenant Cloud Environments, Data Pipelines, Workflow Management, Business Workflow Analysis, Cloud Deployment, Continuous Deployment, CI/CD, Devops Tools, DevOps, Configuration Management, Python Programming, Scalability, Performance Tuning, System Monitoring
中级 · 课程 · 3-6 个月

University of California San Diego
您将获得的技能: 数据结构, 数据建模, Apache Hadoop, 数据管理, Data Management, 可扩展性, NoSQL, 数据库设计, 虚拟环境, 大数据, 数据库管理系统, 数据处理, 实时数据
混合 · 课程 · 1-3 个月

您将获得的技能: Sample Size Determination, Data Strategy, Analytical Skills, Data-Driven Decision-Making, Data Analysis, Analytics, Jupyter, Data Science, Statistical Analysis, Data Collection, Data Mining, Data Management, MLOps (Machine Learning Operations), Research and Design, Version Control, Software Documentation
中级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: Generative AI, Generative Adversarial Networks (GANs), Applied Machine Learning, Deep Learning, Responsible AI, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Artificial Neural Networks, Convolutional Neural Networks, Regression Analysis, Law, Regulation, and Compliance, Classification Algorithms, Business Ethics, Governance
攻读学位
初级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 生物学, 生物信息学, Python 程序设计, 编程原则, 计算思维
初级 · 课程 · 1-4 周