
Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: 人工智能, 应用数学, 数学建模, 深度学习, 线性代数, 机器学习, 监督学习
初级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Python 程序设计, 决策树学习, 数据预处理, Scikit-learn (机器学习库), 分析, 机器学习算法, 分类算法, 预测分析, 数据分析, 分类与回归树 (CART), 机器学习, 应用机器学习, 预测建模, 功能工程, 逻辑回归, 监督学习, 模型评估
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Unstructured Data, Marketing Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Text Mining, Data Analysis, Model Evaluation, Transfer Learning, Predictive Modeling, Semantic Web, JSON, Statistical Methods, Data Manipulation, Data Structures
攻读学位
初级 · 专项课程 · 3-6 个月

您将获得的技能: R Programming, R (Software), Data Visualization, Time Series Analysis and Forecasting, Interactive Data Visualization, Tidyverse (R Package), Data-Driven Decision-Making, Trend Analysis, Rmarkdown, Data Analysis, Predictive Modeling, Data Cleansing, Data Manipulation, Forecasting, Business Strategy, Demand Planning, Data Preprocessing, Model Evaluation, Machine Learning
中级 · 指导项目 · 不超过 2 小时
Duke University
您将获得的技能: Responsible AI, Large Language Modeling, Generative AI, Artificial Intelligence, Model Evaluation, Python Programming, Applied Machine Learning, Machine Learning, Visualization (Computer Graphics), Deep Learning, Plot (Graphics), Artificial Neural Networks
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 数据管道, Apache Spark, 模型部署, 数据科学, LLM 申请, 数据库, 大型语言模型, 负责任的人工智能, 拥抱的脸, 数据转换, 机器学习, MLOps(机器学习 Operator), 数据湖, 生成式人工智能, 数据分析, 摘录
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: 决策树学习, Python 程序设计, Scikit-learn (机器学习库), 机器学习, 模型评估, 深度学习, 人工神经网络, 分类算法, 随机森林算法, Keras(神经网络库), 回归分析, 张力流
中级 · 课程 · 1-4 周

您将获得的技能: Embedded Systems, Tensorflow, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Machine Learning Algorithms, Convolutional Neural Networks, Computer Vision, Deep Learning, Image Analysis, Machine Learning, Model Deployment, Model Evaluation, Performance Tuning
中级 · 课程 · 1-3 个月

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

您将获得的技能: Model Evaluation, Keras (Neural Network Library), Deep Learning, Convolutional Neural Networks, Image Analysis, Tensorflow, Computer Vision, Transfer Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Responsible AI, Microsoft Azure, Artificial Intelligence, Data Ethics, Image Analysis, Natural Language Processing, Computer Vision, Applied Machine Learning, AI Workflows, No-Code Development, Model Deployment, Text Mining, Machine Learning, Model Evaluation
初级 · 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