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。

您将获得的技能: Model Evaluation, Exploratory Data Analysis, Data Analysis, Classification Algorithms, Data Preprocessing, Scikit Learn (Machine Learning Library), Predictive Modeling, Matplotlib, Pandas (Python Package), Applied Machine Learning, Data Visualization Software, Machine Learning
初级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Algorithm, Machine Learning 方法, 无监督学习, Google 云端平台, 强化学习, 深度学习, 功能工程, 机器学习, 机器学习算法, 嵌入, 人工智能和机器学习(AI/ML), 应用机器学习, AI 个性化服务, 人工神经网络, 数据预处理
高级设置 · 课程 · 1-3 个月
DeepLearning.AI
您将获得的技能: 计算机视觉, 卷积神经网络, 数据分析, 文本挖掘, 缓解, 模型评估, 深度学习, 灾难恢复, 信息隐私, 自然语言处理, 机器学习, 环境监测, 数据伦理, Jupyter, 探索性数据分析, 应用机器学习, 监督学习, 图像分析, 人工智能, 应急响应
初级 · 专项课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Data Warehousing, Apache Hadoop, Transaction Processing, Distributed Computing, Data Architecture, Relational Databases, Database Management, Database Architecture and Administration, Cloud Computing, Big Data, Data Processing, Machine Learning, Scalability, Data Integrity, Disaster Recovery
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms
中级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 沟通, 英语, 招聘, 商务写作, 社交技能, 语言交流技能, 工作分析, 专业网络, 面试技巧, 写作, 业务沟通, 词汇
混合 · 课程 · 1-3 个月
您将获得的技能: Model Deployment, LLM Application, Large Language Modeling, System Monitoring, Scalability, Hugging Face, Cloud Deployment, Performance Tuning, MLOps (Machine Learning Operations), Prompt Engineering, Transfer Learning, AI Security, Applied Machine Learning, Application Security, Artificial Intelligence, API Design, Model Evaluation
中级 · 课程 · 1-4 周

您将获得的技能: Anomaly Detection, MLOps (Machine Learning Operations), Event Monitoring, Continuous Monitoring, System Monitoring, Unsupervised Learning, Threat Detection, Statistical Analysis, Exploratory Data Analysis, Trend Analysis, Real Time Data, Statistical Methods, Performance Tuning, Time Series Analysis and Forecasting
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, LangChain, OpenAI API, AI Workflows, LLM Application, Productivity, OpenAI, AI Enablement, Agentic systems, Generative AI, Artificial Intelligence, Large Language Modeling, AI Security, Tool Calling, Creativity, Application Development
初级 · 专项课程 · 3-6 个月

您将获得的技能: Retrieval-Augmented Generation, AI Workflows, Model Deployment, Transfer Learning, Application Deployment, Embeddings, Vector Databases, Model Evaluation
高级设置 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Marketing Analytics, Anomaly Detection, Digital Marketing, Web Analytics, Digital Advertising, Dimensionality Reduction, Unsupervised Learning, Customer Analysis, Search Engine Marketing, Supervised Learning, Online Advertising, Customer Retention, Text Mining, Predictive Analytics, Search Engine Optimization, Google Ads, Customer Insights, Google Analytics, Data Ethics, Data Mining
初级 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: 负责任的人工智能, 留住员工, 人力资源, 人工智能和机器学习(AI/ML), 员工参与, 区块链, 机器学习, 数据驱动的决策制定, 数据伦理, 人工智能, 人员管理
混合 · 课程 · 1-4 周