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。

University of California, Irvine
您将获得的技能: 语法, 英语, 语言能力, 语言学习, 词汇
初级 · 专项课程 · 1-3 个月

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 Illinois Urbana-Champaign
您将获得的技能: 物联网, 网络管理, 云基础设施, 网络架构, 通信系统, 新兴技术, 电信, Network 路由器, 网络硬件, 局域网, Network Protocol(网络协议, 基础设施安全, Python 程序设计, 分布式计算, 无线网络, 网络基础设施, 机器学习, Network 交换机, 通用网络, 广域网
中级 · 专项课程 · 3-6 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: 生成对抗网络 (GAN), 无监督学习, 负责任的人工智能, PyTorch(机器学习库), 卷积神经网络, 深度学习, 生成模型架构, 图像分析, 数据伦理, 人工神经网络
中级 · 课程 · 1-4 周

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

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