应用机器学习课程
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。
热门应用机器学习课程和认证
状态：预览University of Cape Town
您将获得的技能: 特殊教育, 残疾, 课程开发, 多样性意识, 教学法, 差异化教学, 多样性、平等和包容倡议, 发育障碍, 教育材料, 教学策略, 教学设计, 学生支持与服务, 视障教育, 与儿童一起工作, 社会正义, 教学
状态：新状态：免费试用您将获得的技能: Project Risk Management, Workflow Management, Business Workflow Analysis, Risk Management, Strategic Thinking, Team Leadership, Agile Project Management, Team Management, Leadership and Management, Collaborative Software, Project Management, Innovation, Agile Software Development, Process Improvement, Strategic Decision-Making, Change Management, Artificial Intelligence, Adaptability, Digital Transformation, Communication
状态：免费试用Macquarie University
您将获得的技能: 教育软件和技术, 教学法, 新兴技术, 数字教学法, 虚拟现实, 促进讨论, 学生参与, 教学策略, 课程开发, 教学, 教学设计
状态：免费试用您将获得的技能: Generative Adversarial Networks (GANs), Transfer Learning, Artificial Neural Networks, Keras (Neural Network Library), Image Analysis, Convolutional Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Data Preprocessing, Embeddings, Network Architecture, Matplotlib, Jupyter, NumPy
状态：预览Tecnológico de Monterrey
您将获得的技能: Advanced Mathematics, Calculus, Applied Mathematics, Mathematical Software, Mathematical Modeling, Mathematical Theory & Analysis, Digital pedagogy, Algebra, Graphing, Derivatives, Graphical Tools
状态：免费试用您将获得的技能: Cybersecurity, Cyber Attacks, Data Security, Computer Security Awareness Training, Threat Modeling, Security Awareness, Cyber Threat Intelligence, Threat Management, Network Security, Information Privacy, Malware Protection, Incident Response, Mitigation
状态：预览您将获得的技能: Keras (Neural Network Library), Model Deployment, Recurrent Neural Networks (RNNs), Tensorflow, Deep Learning, Applied Machine Learning
University of California San Diego
您将获得的技能: Python 程序设计, Apache Hadoop, 可扩展性, PySpark, 分布式计算, 数据基础设施, Apache Spark, 数据存储, 数据分析, 数据科学, 性能调整, 数据处理, 大数据
状态：免费试用University of Washington
您将获得的技能: Python 程序设计, 统计建模, Data Validation, R 语言程序设计（中文版）, 研究, 统计, 数据整合, 预测分析, 模型评估, 数据分析, 预测建模, 功能工程, 数据预处理, 数据收集, 应用机器学习, 数据整理, 数据科学
28DIGITAL
您将获得的技能: 应用数学, 线性代数, 计算逻辑, 数学建模, 验证和确认, 组合学, 算术, 逻辑推理, 理论计算机科学, Algorithm
状态：免费试用University of Toronto
您将获得的技能: 数据采集, 空间数据分析, 地理信息系统, ArcGIS, 全球定位系统, 数据映射, 空间分析, 地理空间制图
状态：预览KodeKloud
您将获得的技能: Responsible AI, Amazon Bedrock, Prompt Engineering, Generative AI, LLM Application, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, AWS SageMaker, Retrieval-Augmented Generation, Amazon Web Services, Large Language Modeling, Artificial Intelligence, Model Evaluation, Data Security, Human Centered Design
总之，以下是 10 最受欢迎的 applied machine learning 课程
- 残障人士融入教育：建立支持系统: University of Cape Town
- Modern Project Leadership: Agile, AI, and Beyond: Coursera
- 在线教育：在线教学的基础: Macquarie University
- Advanced Generative Adversarial Networks (GANs): Packt
- 4.- El Cálculo - Otros Modelos: Tecnológico de Monterrey
- Introduction to Cybersecurity Fundamentals: Coursera
- Encoder-Decoder Architecture - Português Brasileiro: Google Cloud
- Hadoop 平台和应用框架: University of California San Diego
- 规模数据科学--顶点项目: University of Washington
- 自动推理：可满足性: 28DIGITAL
