Python 课程可以帮助您学习编程基础、数据分析、网络开发和自动化技术。您可以掌握编写 Cleaning 代码、调试以及使用 Pandas 和 NumPy 等库进行数据处理的技能。许多课程还介绍了用于网络应用的 Flask 和 Django 等框架,以及用于交互式编码和可视化的 Jupyter Notebook 等工具。这些技能和工具对于解决数据科学、软件开发和人工智能方面的项目至关重要。

您将获得的技能: Data Preprocessing, Keras (Neural Network Library), Model Evaluation, Image Analysis, Data Manipulation, Visualization (Computer Graphics), Convolutional Neural Networks, Applied Machine Learning, Computer Vision, Jupyter, Deep Learning, Python Programming, Machine Learning
中级 · 指导项目 · 不超过 2 小时
University of Michigan
您将获得的技能: SQL, Database Management, Relational Databases, Databases, Database Design, Data Visualization, Web Scraping, Interactive Data Visualization, Data Processing, Object Oriented Programming (OOP), Data Modeling, Geospatial Mapping, Python Programming, Web Development, Data Collection
混合 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Machine Learning Algorithms, Classification Algorithms, Data Preprocessing, Natural Language Processing, Data Manipulation, Data Cleansing, Python Programming, Analysis, Development Environment, Software Development Tools, Algorithms
混合 · 课程 · 1-4 周

您将获得的技能: Back-End Web Development, PostgreSQL, Python Programming, Restful API, SQL, API Design, Object-Relational Mapping, Database Management, Databases, Data Validation, Development Environment
中级 · 课程 · 1-3 个月

您将获得的技能: Transfer Learning, PyTorch (Machine Learning Library), Model Evaluation, Vision Transformer (ViT), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Convolutional Neural Networks, Unsupervised Learning, Autoencoders, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Logistic Regression, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Data Preprocessing, Model Deployment, Computer Vision
中级 · 专业证书 · 3-6 个月

University of Toronto
您将获得的技能: 硬件架构, 交通流优化, 模拟, Networking 路由器, Machine Learning 方法, 估算, 人工神经网络, 机器控制, 机器人, 自动化, 控制系统, 安全保障, 嵌入式软件, 深度学习, 全球定位系统, 计算机视觉, 软件架构, 卷积神经网络, 系统架构, 图像分析
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Selenium (Software), GitHub, Git (Version Control System), Version Control, CI/CD, File I/O, Object Oriented Programming (OOP), Test Automation, JUnit, Test Data, Unit Testing, Test Case, Regression Testing, Web Development Tools, Test Script Development, Software Testing, Javascript, Browser Compatibility, Scripting, Computer Programming
初级 · 专项课程 · 3-6 个月

您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization
中级 · 专项课程 · 3-6 个月
University of Michigan
您将获得的技能: 数据库, 层叠样式表(CSS), 应用安全, 网络开发, 模型-视图-控制器, 数据库设计, 应用程序开发, Javascript, 数据建模, 面向对象编程(OOP), SQL, 超文本标记语言(HTML), 对象关系映射, AJAX, 应用程序部署, JSON, Django (网络框架), 网络应用, 后端网站开发, jQuery
中级 · 专项课程 · 3-6 个月

University of Toronto
您将获得的技能: 硬件架构, 模拟, 安全保障, 数学建模, 嵌入式软件, 控制系统, 系统架构, 全球定位系统, 自动化, 软件架构, 计算机视觉, 机器人, 安全标准
高级设置 · 课程 · 1-3 个月

Meta
您将获得的技能: Data Storytelling, Data Presentation, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Collection, Data Governance, Bayesian Statistics, Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Information Privacy, Data Cleansing, Pandas (Python Package), Data Analysis, Data Visualization Software, Spreadsheet Software, Exploratory Data Analysis, SQL, Python Programming
初级 · 专业证书 · 3-6 个月

您将获得的技能: Debugging, Technical Communication, Network Troubleshooting, Performance Tuning, Problem Management, Technical Documentation, Technical Support, System Monitoring, Incident Management, Application Performance Management, Continuous Integration, Continuous Monitoring, OS Process Management
初级 · 课程 · 1-4 周