University of Michigan
您将获得的技能: Programming Principles, Computer Programming, Python Programming, Program Development, Algorithms, Computational Thinking, Data Structures
混合 · 课程 · 1-3 个月

您将获得的技能: C and C++, C++ (Programming Language), Object Oriented Programming (OOP), File I/O, Computer Programming, Microsoft Visual Studio, System Programming, Apple Xcode, Development Environment, Algorithms, File Systems, Software Design Patterns, Data Structures, Performance Tuning, Debugging, File Management
中级 · 专项课程 · 3-6 个月

University of Houston
您将获得的技能: 商业数学, 统计, 高级分析, 预测, 电子表格软件, 概率与统计, 回归分析, 统计分析, 数据驱动的决策制定, 性能分析, 分析, 预测建模, 透视表和图表, 博弈论, 概率, Excel 公式, 数据分析软件, 预测分析, 微软Excel, 统计方法
初级 · 课程 · 1-3 个月

École Polytechnique Fédérale de Lausanne
您将获得的技能: Algorithm, 功能设计, 数据结构, 编程原则, Scala 编程, 性能测试, 分布式计算, 性能调整, 计算机编程
中级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Seaborn, Matplotlib, Statistical Visualization, Jupyter, Dimensionality Reduction, Data Science, Machine Learning Methods, Python Programming, Data Preprocessing
中级 · 指导项目 · 不超过 2 小时

Duke University
您将获得的技能: 机器学习, 微软 Azure, 数据分析, 数据预处理, 云计算解决方案, 无服务器计算, Python 程序设计, 模型部署, 探索性数据分析, 功能工程, 模型评估, AWS SageMaker, 亚马逊网络服务, MLOps(机器学习 Operator), 云部署, 数据管道
高级设置 · 课程 · 1-3 个月

IIT Roorkee
您将获得的技能: Linear Algebra, Machine Learning Algorithms, NumPy, Dimensionality Reduction, Machine Learning, Data Science, Advanced Mathematics, Applied Mathematics, Python Programming
中级 · 课程 · 1-3 个月

École Polytechnique
您将获得的技能: Algorithm, 新兴技术, 模拟, 通信系统, 物理学, 密码学, 电信, 数学建模, 计算平台
混合 · 课程 · 1-3 个月

Nanjing University
您将获得的技能: Operating Systems, File Systems, Computer Systems, OS Process Management, Computer Science, System Programming, Data Storage, Computer Hardware, Program Development, Peripheral Devices, System Design and Implementation, Algorithms, Human Computer Interaction
混合 · 课程 · 1-3 个月

Duke University
您将获得的技能: Retrieval-Augmented Generation, Vector Databases, Embeddings, OpenAI API, Data Import/Export, Pandas (Python Package), Generative AI, Application Programming Interface (API), Data Manipulation, Large Language Modeling, Python Programming, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Technical University of Munich (TUM)
您将获得的技能: Amazon Bedrock, MLOps (Machine Learning Operations), Product Development, User Experience Design, Model Evaluation, Design Thinking, AI Product Strategy, User Research, Amazon Web Services, New Product Development, Generative AI, Innovation, Machine Learning, Design Research, Problem Management
初级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Responsible AI, Tensorflow, Model Deployment, Keras (Neural Network Library), Data Preprocessing, Google Cloud Platform, Data Quality, Applied Machine Learning, Data Cleansing, Machine Learning, Data Pipelines, Data Strategy, Supervised Learning, Machine Learning Algorithms, Deep Learning, Model Evaluation, Performance Tuning, MLOps (Machine Learning Operations), Embeddings
中级 · 专项课程 · 3-6 个月