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。

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Application Performance Management, System Monitoring, Model Deployment, Model Evaluation, Continuous Monitoring, Performance Tuning, Process Optimization, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Root Cause Analysis, Performance Metric, Performance Analysis
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: 模型评估, Scikit-learn (机器学习库), 降维, 数据操作, 生物信息学, Keras(神经网络库), 分类算法, 人工神经网络, 机器学习, Pandas(Python 软件包), 张力流, 数据科学, 功能工程, 探索性数据分析, 随机森林算法, 数据转换, 数据清理, NumPy, 应用机器学习, 数据预处理
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 故障分析, Model Based Systems Engineering(基于模型的系统工程, 数据分析, 文件系统, 嵌入式软件, 大数据, 计算机工程, 网络安全, 嵌入式系统, 实时操作系统, 分析, 新产品开发, 机器学习算法, 产品开发, 调试, 通用网络, 物联网, 无线网络, 数据预处理, IBM 云
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Predictive Modeling, Matplotlib, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Pandas (Python Package), Statistical Machine Learning, Statistical Analysis, Machine Learning, Supervised Learning, Data Science, Scikit Learn (Machine Learning Library), Probability & Statistics, Python Programming, Unsupervised Learning, Data Analysis, Decision Tree Learning, NumPy, Data Manipulation
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: 负责任的人工智能, 客户体验战略(CX), 风险, 组织变革, 业务领导, 商业道德, 生成式 AI 代理, 利益攸关方沟通, 生成式人工智能, AI 产品战略, 大型语言模型, AI 赋能, 客户洞察, 企业战略, 业务转型, AI 安全, 业务规划, 数据伦理, Regulation and Legal Compliance, 战略思维
初级 · 专项课程 · 1-3 个月

Microsoft
您将获得的技能: Generative AI, Generative Model Architectures, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Model Deployment, Microsoft Azure, PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Model Evaluation, Tensorflow, Prototyping, Image Quality, Time Series Analysis and Forecasting, Forecasting
中级 · 课程 · 1-4 周

您将获得的技能: Plotly, Interactive Data Visualization, Data Visualization Software, Scatter Plots, Ggplot2, Data Analysis, Python Programming, Data Science, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Statistical Modeling, Microsoft Azure, Statistical Methods, Data Science, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, MLOps (Machine Learning Operations), Azure Synapse Analytics, Cloud Computing, Data Preprocessing, Data Management, Model Deployment, Model Evaluation, Development Environment
中级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: Algorithm, 模型评估, 降维, 机器学习, 机器学习算法, 线性代数, 应用机器学习
混合 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: PyTorch(机器学习库), 负责任的人工智能, 生成对抗网络 (GAN), 无监督学习, 图像质量, 模型评估, 生成式人工智能, 机器学习, 生成模型架构, 数据伦理
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Responsible AI, Threat Modeling, MLOps (Machine Learning Operations), Security Testing, Secure Coding, Cost Management, Data Ethics, Data Governance, Experimentation, Prompt Engineering, Application Security, CI/CD, Automation, Financial Forecasting, Compliance Management, Governance, Technical Documentation, Vulnerability Assessments, Risk Management, Stakeholder Communications
中级 · 专项课程 · 3-6 个月

Corporate Finance Institute
您将获得的技能: Model Evaluation, Feature Engineering, Data Science, Data Analysis, Business Analytics, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis, Data Modeling, Statistical Analysis, Business Intelligence, Data Storytelling, Machine Learning, Exploratory Data Analysis, Data Preprocessing, Classification Algorithms
初级 · 课程 · 1-3 个月