Python 机器学习课程可以帮助您学习数据操作、算法实现、模型评估和 Feature Selection。您可以掌握数据 Visualization、超参数调整和理解 Neural Network 的技能。许多课程都会介绍 TensorFlow、Scikit-learn 和 Pandas 等工具,这些工具支持将您的技能应用到实际项目中,使您能够创建预测模型并有效分析复杂的数据集。

您将获得的技能: MLOps (Machine Learning Operations), Data Preprocessing, AWS SageMaker, Model Evaluation, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Amazon Web Services, Predictive Modeling, Machine Learning, Supervised Learning, Data Transformation, Unsupervised Learning, Classification Algorithms
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Transfer Learning, Small Data, Deep Learning, Applied Machine Learning, PyTorch (Machine Learning Library), Data Preprocessing, Unsupervised Learning, Machine Learning, Generative AI, Data Synthesis, Supervised Learning, Model Evaluation
混合 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Google Gemini, LLM Application, AI Enablement, AI Product Strategy, Stakeholder Analysis
中级 · 专项课程 · 1-3 个月

您将获得的技能: Model Evaluation, Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Matlab, Artificial Neural Networks, Deep Learning, Applied Machine Learning, Classification Algorithms, Performance Tuning
初级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, Pandas (Python Package), Financial Data, Data Wrangling, Data Transformation, Data Preprocessing, Data Quality, Data Manipulation, Data Validation, Jupyter, Data Integrity, Exploratory Data Analysis, Data Import/Export, Descriptive Statistics
中级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Tensorflow, Scikit Learn (Machine Learning Library), Machine Learning, Feature Engineering, Deep Learning, Convolutional Neural Networks, Matplotlib, Jupyter, Python Programming, NumPy, Data Manipulation, Artificial Neural Networks, Seaborn, Development Environment, Pandas (Python Package), Regression Analysis
混合 · 课程 · 1-3 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Exercise Science, AI Enablement, Risk Modeling, Precision Medicine, Predictive Modeling, Load Balancing, Health Education, Machine Learning, Data Modeling, Real Time Data, Mathematical Modeling
初级 · 课程 · 1-4 周

University of Glasgow
您将获得的技能: Data Preprocessing, Model Evaluation, Engineering Practices, Matlab, Engineering Calculations, Classification Algorithms, Engineering Analysis, Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Applied Mathematics, Artificial Neural Networks
初级 · 专项课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: 机器学习, 物联网, 通信系统, Network Protocol(网络协议, Python 程序设计, Network 路由器, Network 交换机, 局域网, 虚拟局域网(VLAN), 电信, 新兴技术, 基础设施安全, 广域网, 分布式计算, 无线网络, 网络架构, 云基础设施, 网络基础设施, 通用网络, 网络硬件
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 机器学习, 生成式人工智能, 负责任的人工智能, AI 工作流程, 数据库设计, 深度学习, Prompt Engineering, 增强现实与虚拟现实(AR/VR), 情境管理, Query 语言, 数据仓库, 人工智能和机器学习(AI/ML), 数据伦理, 雪花模式, 数据管道, 生成模型架构, 提示模式, 摘录, 星形模式, ChatGPT
中级 · 专项课程 · 1-3 个月

Politecnico di Milano
您将获得的技能: Blended Learning, Pedagogy, Large Language Modeling, Digital pedagogy, LLM Application, Instructional Design, Learning Strategies, Education Software and Technology, Interactive Learning, Educational Materials, AI Personalization, Innovation, Differentiated Instruction, Lifelong Learning, AI Enablement, Human Learning, Solution Design, Adult Learning Principles, Prompt Engineering Tools, Artificial Intelligence
初级 · 专项课程 · 3-6 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), 卷积神经网络, 人工神经网络, 深度学习, 生成模型架构, 无监督学习, 数据伦理, 图像分析
中级 · 课程 · 1-4 周