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: Retrieval-Augmented Generation, AI Product Strategy, Independent Thinking, Productivity Software, Generative AI, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Business Communication, Emotional Intelligence, Productivity, Operational Efficiency, Administration, Business Operations, Planning, Project Planning, Business Planning, Project Management, Business Administration, Business
初级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: AI Product Strategy, Technical Management, Team Building, AI Enablement, Project Management, Data Ethics, Artificial Intelligence, Data Science, Artificial Neural Networks, Machine Learning, Discussion Facilitation, Deep Learning, Recruitment, Sales
初级 · 课程 · 1-4 周
Ludwig-Maximilians-Universität München (LMU)
您将获得的技能: 博弈论, 同行评审, 组织效能, 战略决策, 商业研究, 留住客户, 战略思维, 管理咨询, 分析, 撰写报告, 兼并与收购, 产品战略, 组织结构, 组织变革, 战略伙伴关系, 增长战略, 组织战略, 竞争分析, 业务咨询, 企业战略
中级 · 专项课程 · 3-6 个月

Universidade de São Paulo
您将获得的技能: Recurrent Neural Networks (RNNs), Natural Language Processing, Artificial Neural Networks, Tensorflow, Python Programming, Embeddings, Applied Machine Learning, Classification Algorithms, Deep Learning
中级 · 课程 · 1-3 个月

Howard University
您将获得的技能: Data Wrangling, Linear Algebra, Regression Analysis, NumPy, Predictive Modeling, Dimensionality Reduction, Data Science, Data Visualization, Applied Mathematics, Data Preprocessing, Statistical Modeling, Jupyter, Data Analysis, Machine Learning Methods, Mathematical Modeling, Algebra, Exploratory Data Analysis, Python Programming, Model Evaluation, Statistical Analysis
初级 · 专项课程 · 3-6 个月

您将获得的技能: Hugging Face, Large Language Modeling, Transfer Learning, Text Mining, Semantic Web, Tensorflow, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Embeddings, Python Programming, Applied Machine Learning, Unsupervised Learning
中级 · 课程 · 1-4 周

Meta
您将获得的技能: Data Governance, 数据可视化软件, 数据分析, 数据存储, 数据质量, 信息隐私, 大数据, 数据驱动的决策制定, 数据架构, 数据安全, 数据管理, 机器学习, 数据收集
初级 · 课程 · 1-4 周

您将获得的技能: Large Language Modeling, Natural Language Processing, LLM Application, Generative AI Agents, Prompt Engineering, Test Case, Agentic systems, User Interface (UI), Artificial Intelligence and Machine Learning (AI/ML), Performance Testing, Debugging, Applied Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Classification Algorithms, Decision Support Systems, Model Evaluation, Performance Tuning
中级 · 课程 · 1-3 个月

Amazon Web Services
您将获得的技能: AWS 身份和访问管理 (IAM), 亚马逊 S3, 事件驱动编程, 数据湖, 亚马逊网络服务, 亚马逊云观察, 云计算架构, 亚马逊弹性计算云 Computing, 解决方案架构, 云基础设施, 可扩展性, 云计算, 无服务器计算, 亚马逊 DynamoDB, 云存储, 数据架构, 软件架构, 应用程序接口网关, 云安全, 数据可视化
攻读学位
中级 · 专业证书 · 3-6 个月

University of Cambridge
您将获得的技能: Human Learning, Child Development, Psychology, Empathy & Emotional Intelligence, Teaching, Decision Making, Learning Theory, Instructional Strategies, Pedagogy, Learning Strategies, Developmental Disabilities, Empathy, Working With Children, Neurology, Magnetic Resonance Imaging, Disabilities, Autism Spectrum Disorders, Medical Imaging, Electrophysiology, Human Development
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Artificial Intelligence, Probability, Regression Analysis, Calculus, Statistical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Statistical Modeling, Machine Learning Algorithms, Dimensionality Reduction
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Social Network Analysis, Machine Learning, Natural Language Processing, Text Mining, Network Analysis, Analytics, Data Preprocessing, Unstructured Data, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 课程 · 1-3 个月