
Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Matplotlib, File I/O, Generative Adversarial Networks (GANs), NumPy, Object Oriented Programming (OOP), Deep Learning, Image Analysis, Plot (Graphics), Machine Learning Algorithms, Object Oriented Design, Applied Machine Learning, Integrated Development Environments, Pandas (Python Package), Python Programming, Machine Learning, Event-Driven Programming, Programming Principles, Computer Programming
初级 · 专项课程 · 3-6 个月

MathWorks
您将获得的技能: 逻辑回归, 数据清理, 机器学习, 数据预处理, 监督学习, Matlab, 回归分析, 分类算法, 功能工程, 应用机器学习, 模型评估, 决策树学习, 预测建模
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Presentation, SQL, Data Visualization Software, Database Design, AWS SageMaker, Unsupervised Learning, Data Visualization, Interactive Data Visualization, Dashboard, Feature Engineering, Database Management, Exploratory Data Analysis, A/B Testing, Tableau Software, Pandas (Python Package), Matplotlib, Python Programming, Data Analysis, Machine Learning
初级 · 专业证书 · 3-6 个月

Peking University
您将获得的技能: Algorithms, Theoretical Computer Science, Pseudocode, Mathematical Modeling, Combinatorics, Graph Theory, Computational Thinking, Mathematical Theory & Analysis, Data Structures, Applied Mathematics, Bioinformatics, Design Strategies
中级 · 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
Duke University
您将获得的技能: Responsible AI, Data Ethics, Large Language Modeling, Decision Tree Learning, AI Security, Regression Analysis, Generative AI, Artificial Intelligence, AI Product Strategy, Statistical Modeling, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Model Evaluation, Applied Machine Learning, Logistic Regression, Deep Learning, Visualization (Computer Graphics), Plot (Graphics), Artificial Neural Networks
中级 · 专项课程 · 1-3 个月

University of California San Diego
您将获得的技能: Python 程序设计, MLOps(机器学习 Operator), 数据操作, 数据预处理, 机器学习, 应用程序部署, Flask(网络框架), Django (网络框架), 模型部署, 网络应用, 预测建模
混合 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Data Preprocessing, PyTorch (Machine Learning Library), Transfer Learning, Model Deployment, Performance Tuning, Deep Learning, Natural Language Processing, Machine Learning
中级 · 指导项目 · 不超过 2 小时

UNSW Sydney (The University of New South Wales)
您将获得的技能: 计算机视觉, 卷积神经网络, 机器学习, 监督学习, Machine Learning 方法, 概率与统计, 降维, 分类算法, 人工神经网络, 无监督学习, 功能工程, 地理空间信息与技术, 深度学习, 空间分析, 图像分析
中级 · 课程 · 3-6 个月

您将获得的技能: Marketing Automation, Marketing Analytics, Digital Marketing, MarTech, Predictive Analytics, Advanced Analytics, Predictive Modeling, Analytics, Marketing, Marketing Strategies, Customer Analysis, Digital Advertising, Marketing Channel, Data Analysis, Natural Language Processing, Automation, Data Ethics, Business Ethics, Video Production, Machine Learning
初级 · 课程 · 1-4 周

University of Science and Technology of China
您将获得的技能: Productivity, Workflow Management, Collaboration, Operational Efficiency, Process Design, Knowledge Transfer, Process Optimization, Team Oriented, Learning Strategies, Smart Goals, Information Management
混合 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Agentic systems, Artificial Intelligence, Artificial Neural Networks, Algorithms, Python Programming
中级 · 专项课程 · 3-6 个月