自动学徒课程可帮助您了解如何构建、生成和分析预判定模型。您可以培养在数据准备、算法选择、优化和评估方面的能力。许多课程利用有源数据库测试模型。

您将获得的技能: Google Cloud Platform, Google Gemini, Generative AI, MLOps (Machine Learning Operations), Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Model Deployment, Natural Language Processing
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Big Data, Analytics, Data Analysis, Applied Machine Learning, Data-Driven Decision-Making, Google Cloud Platform, Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: Scalability, Time Series Analysis and Forecasting, File I/O, Predictive Modeling, Programming Principles, Data Import/Export, Matlab, Exploratory Data Analysis, Scripting, Data Preprocessing, Statistical Analysis, Data Analysis, Data Processing, Data Manipulation, Applied Machine Learning
混合 · 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

您将获得的技能: Google Gemini, Generative AI, Google Cloud Platform, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Model Deployment, AI Workflows, Cloud Infrastructure, Data Preprocessing, Machine Learning, Feature Engineering, Natural Language Processing, Model Evaluation
初级 · 课程 · 1-3 个月

您将获得的技能: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Classification Algorithms, Artificial Neural Networks, Data Mining, Feature Engineering, Data Preprocessing, Model Evaluation, Exploratory Data Analysis
混合 · 课程 · 1-4 周

IBM
您将获得的技能: 数据叙事, 仪表板, 交互式数据可视化, IBM Cognos 分析, 数据转换, 数据导入/导出, 数据分析, 数据可视化软件, 数据展示, 专业网络, Plotly, 生成式人工智能, Python 程序设计, Excel 公式, 统计可视化, 数据可视化, 模型评估, 微软Excel, SQL, 探索性数据分析
攻读学位
初级 · 专业证书 · 3-6 个月

IBM
您将获得的技能: 深度学习, 数据科学, 负责任的人工智能, Prompt Engineering, 人工智能和机器学习(AI/ML), 机器学习软件, 无代码开发, AI 赋能, AI 工作流程, 机器学习, 机器人, 应用程序部署, 生成式人工智能, 人工智能, 自然语言处理, 提示模式, IBM 云, 原型设计, 自助服务技术, ChatGPT
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: Machine Learning 方法, 数据预处理, 深度学习, 人工神经网络, 验证和确认, 模型评估, 性能调整, 张力流
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 交互式数据可视化, Matplotlib, 数据可视化软件, 可视化(计算机制图), 数据预处理, 监督学习, 社交网络分析, 数据操作, Python 程序设计, 图论, 应用机器学习, 功能工程, 网络分析, Pandas(Python 软件包), 模型评估, NumPy, 文本挖掘, 科学可视化, 自然语言处理, 数据可视化
中级 · 专项课程 · 3-6 个月

MathWorks
您将获得的技能: Model Evaluation, Computer Vision, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Image Analysis, Transfer Learning, Matlab, Deep Learning, Artificial Neural Networks, Applied Machine Learning, PyTorch (Machine Learning Library), Data Preprocessing, Classification Algorithms, Data Visualization, Data Synthesis, Performance Tuning, Data Analysis
初级 · 专项课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), Web Scraping, Python Programming, Jupyter, Image Analysis, Data Manipulation, Computer Vision, Data Analysis, Natural Language Processing, Data Visualization Software, Matplotlib, Data Import/Export, Unstructured Data, Data Collection
中级 · 课程 · 1-4 周