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。

Coursera
您将获得的技能: 生成式人工智能, 脚本, 应用程序开发, 应用编程接口 (API), Prompt Engineering, Python 程序设计, 机器学习, OpenAI 应用程序接口, 测试案例, 软件工程
中级 · 指导项目 · 不超过 2 小时

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, Generative AI, LangChain, OpenAI API, Verification And Validation, Ideation, Data Presentation, AI Workflows, LLM Application, Productivity, OpenAI, AI Personalization, Document Management, Responsible AI, AI Enablement, Software Development
初级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: SQL, GitHub, 数据叙事, Plotly, 数据分析, 网页抓取, 商业分析, 统计机器学习, 模型评估, 数据驱动的决策制定, Pandas(Python 软件包), Python 程序设计, 数据科学, 预测建模, 数据整理, 探索性数据分析
中级 · 课程 · 1-3 个月

您将获得的技能: Large Language Modeling, Natural Language Processing, Model Evaluation, Recurrent Neural Networks (RNNs), Transfer Learning, PyTorch (Machine Learning Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning
中级 · 课程 · 1-3 个月
University of Glasgow
您将获得的技能: Deep Learning, Model Evaluation, Data Ethics, Health Informatics, ICD Coding (ICD-9/ICD-10), Clinical Data Management, Medical Records, Clinical Informatics, Descriptive Analytics, Database Design, AI Security, Electronic Medical Record, Responsible AI, Data Mining, Precision Medicine, Analytics, Recurrent Neural Networks (RNNs), Data Preprocessing, Machine Learning, Autoencoders
中级 · 专项课程 · 3-6 个月

AI CERTs
您将获得的技能: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Internet Of Things, Real Time Data, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Telecommunications, Artificial Intelligence, Emerging Technologies, Generative AI, Wireless Networks, Generative AI Agents, Network Performance Management, Network Architecture, Digital Communications, Network Protocols, Computer Networking, System Design and Implementation, Communication
高级设置 · 专项课程 · 1-3 个月

IBM
您将获得的技能: 生成式人工智能, 负责任的人工智能, 数据架构, 战略决策, 数据扫盲, 自然语言处理, AI 产品战略, 数字化转型, 数据驱动的决策制定, AI 赋能, 云计算, 大数据, 业务逻辑, 机器人, 数据分析, 数据科学, 信息架构, 企业架构, 数据挖掘, 管理团队
初级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 生成对抗网络 (GAN), 生成式人工智能, 无监督学习, 卷积神经网络, 负责任的人工智能, PyTorch(机器学习库), 深度学习, 生成模型架构, 信息隐私, 机器学习, 模型评估, 数据综合, 数据伦理, 图像质量, 图像分析, 人工神经网络
中级 · 专项课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: 自动编码器, 图论, 生成对抗网络 (GAN), 无监督学习, 卷积神经网络, 健康信息学, Machine Learning 方法, 深度学习, 递归神经网络 (RNN), 人工神经网络, Python 程序设计, 应用机器学习, 预测建模, 图像分析, 医疗保健项目管理
高级设置 · 课程 · 1-4 周

Nanjing University
您将获得的技能: Web Scraping, Exploratory Data Analysis, Data Preprocessing, Data Structures, Object Oriented Programming (OOP), Data Processing, Data Mining, Scientific Visualization, Data Analysis, Pandas (Python Package), NumPy, Statistical Analysis, Data Manipulation, Matplotlib, User Interface (UI), Financial Data, Python Programming
混合 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Large Language Modeling, Responsible AI, AI Personalization, Mobile Development, AI Security, Data Ethics, Anthropic Claude, Artificial Intelligence, LLM Application, Software Testing, Apple iOS, AI Product Strategy, Software Development, Machine Learning Methods, Real Time Data, Artificial Intelligence and Machine Learning (AI/ML)
高级设置 · 专项课程 · 1-3 个月

您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Image Analysis, Deep Learning, Model Evaluation, Medical Imaging, Computer Vision, Machine Learning, Data Preprocessing
中级 · 指导项目 · 不超过 2 小时