
Coursera
您将获得的技能: Project Management Software, Program Management, Responsible AI, AI Product Strategy, Planning, Engineering Management, Generative AI, Timelines, Engineering Software, Risk Analysis, Resource Management, Prompt Engineering, Analytics, Large Language Modeling, Stakeholder Communications, Machine Learning, Model Evaluation
中级 · 课程 · 1-4 周

University of London
您将获得的技能: Pandas (Python Package), NumPy, Probability & Statistics, Unsupervised Learning, Statistics, Data Analysis, Statistical Analysis, Jupyter, Data Manipulation, Machine Learning Algorithms, Descriptive Statistics, Matplotlib, Data Visualization Software, Python Programming, Machine Learning, Data Preprocessing
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 数据管道, MLOps(机器学习 Operator), 机器学习, Google 云端平台, 模型部署, 应用机器学习, 张力流
中级 · 项目 · 不超过 2 小时

Duke University
您将获得的技能: 拥抱的脸, Prompt Engineering, 机器学习, 大型语言模型, Open Source 技术, 模型部署, LLM 申请, 集装箱化, 自然语言处理
初级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, PySpark, Data Manipulation, Data Preprocessing, Apache Spark, Google Cloud Platform, Data Analysis, Applied Machine Learning, Predictive Modeling, Big Data, Machine Learning, Regression Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming, Performance Tuning, Machine Learning Algorithms, Machine Learning
中级 · 指导项目 · 不超过 2 小时

MathWorks
您将获得的技能: 探索性数据分析, 数据操作, 数据导入/导出, 机器学习, 数据预处理, 数据分析, 技术交流, 功能工程, 数据叙事, 模型评估, 数据科学, Matlab, 预测建模
中级 · 课程 · 1-4 周

Tsinghua University
您将获得的技能: Data Structures, Algorithms, Graph Theory, Computational Thinking, Programming Principles, Computer Programming
中级 · 课程 · 1-3 个月

The Chinese University of Hong Kong
您将获得的技能: Operations Research, Applied Mathematics, Algorithms, Mathematical Modeling, Combinatorics, Computational Logic, Advanced Mathematics, Performance Tuning, Theoretical Computer Science, Simulations, Linear Algebra
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 数据管道, 拥抱的脸, MLOps(机器学习 Operator), 机器学习, 数据库, 大型语言模型, 数据湖, LLM 申请, 生成式人工智能, 数据分析, 数据科学, 模型部署, 数据转换, Apache Spark, 摘录, 负责任的人工智能
初级 · 课程 · 1-4 周
Duke University
您将获得的技能: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Predictive Modeling, Artificial Intelligence, Machine Learning, Statistical Modeling, Python Programming, Logistic Regression, Deep Learning, Artificial Neural Networks
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Model Evaluation, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Data Science, Decision Tree Learning, Statistical Methods, Artificial Neural Networks, Statistical Analysis, Regression Analysis, Predictive Modeling, Classification Algorithms, Supervised Learning, R Programming, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning, Random Forest Algorithm
攻读学位
中级 · 专项课程 · 3-6 个月