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: 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
高级设置 · 课程 · 3-6 个月

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
混合 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: Control Systems, Mathematical Modeling, Engineering Calculations, Automation, Applied Mathematics, Predictive Modeling, Systems Design, Systems Analysis
初级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Machine Learning Methods, Random Forest Algorithm, Analytics, Statistical Modeling, Regression Analysis, Machine Learning, Logistic Regression, Python Programming
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Keras (Neural Network Library), Model Deployment, Recurrent Neural Networks (RNNs), Tensorflow, Deep Learning, Applied Machine Learning
高级设置 · 课程 · 1-4 周

您将获得的技能: Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Model Evaluation, Responsible AI, Large Language Modeling, Model Deployment, Generative AI, Generative Adversarial Networks (GANs), Application Deployment, Application Development, Technical Management, OpenAI API, Data Ethics, AI Enablement, Trend Analysis, Real Time Data, Business Strategy, Python Programming
中级 · 专项课程 · 1-3 个月

Fractal Analytics
您将获得的技能: Responsible AI, Data Ethics, Generative AI, Human Centered Design, Problem Solving, AI Security, AI Enablement, Business Leadership, Strategic Leadership, AI Product Strategy, Generative Adversarial Networks (GANs), Business Strategy, Ethical Standards And Conduct, Analytical Skills, Strategic Thinking, Artificial Intelligence, Critical Thinking, Design Thinking, Thought Leadership, Project Implementation
初级 · 专项课程 · 3-6 个月

University of California San Diego
您将获得的技能: Apache Hadoop, Apache Spark, 数据存储, PySpark, 大数据, 数据分析, 可扩展性, 分布式计算, 数据基础设施, Python 程序设计, 性能调整, 数据科学, 数据处理
混合 · 课程 · 1-3 个月
University of Toronto
您将获得的技能: 调试, 软件测试, 单元测试, 计算思维, Algorithm, 测试自动化, Python 程序设计, 测试案例, 计划发展, 数据结构, 面向对象编程(OOP)
混合 · 课程 · 1-3 个月

University of Washington
您将获得的技能: 统计建模, 统计, 模型评估, Data Validation, 研究, 功能工程, 预测分析, 数据分析, Python 程序设计, R 语言程序设计(中文版), 应用机器学习, 数据收集, 数据科学, 数据整合, 预测建模, 数据整理, 数据预处理
混合 · 课程 · 1-3 个月

28DIGITAL
您将获得的技能: 理论计算机科学, 线性代数, 算术, 组合学, 验证和确认, 计算逻辑, 应用数学, Algorithm, 逻辑推理, 数学建模
中级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 概率与统计, 理论计算机科学, 网络分析, 图论, 线性代数, 运筹学, 大数据, 计算机科学, Networking 路由器, 网络模型, 计算逻辑, 计算思维, Algorithm, Python 程序设计, 数据结构, 编程原则
高级设置 · 课程 · 1-3 个月