
University of Alberta
您将获得的技能: 线性代数, 监督学习, 机器学习, 人工神经网络, 机器学习算法, 概率分布, 功能工程, 伪代码, 深度学习, 强化学习
中级 · 课程 · 1-3 个月

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

Google Cloud
您将获得的技能: Feature Engineering, Tensorflow, Model Deployment, Google Cloud Platform, Data Preprocessing, Data Quality, Keras (Neural Network Library), Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Embeddings, Exploratory Data Analysis, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Logistic Regression, Responsible AI, MLOps (Machine Learning Operations), Data Pipelines, Artificial Neural Networks
中级 · 专项课程 · 3-6 个月

University of London
您将获得的技能: Data Literacy, Unsupervised Learning, Data Science, Applied Machine Learning, Data Analysis, Machine Learning, Big Data
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Image Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Wrangling, Model Evaluation, Data Preprocessing, Operations Research, NumPy, Data Manipulation, Feature Engineering, Supervised Learning, Inventory Management System, Supply Chain, Applied Machine Learning, Trend Analysis, Data Visualization, Customer Demand Planning, Machine Learning, Data Science, Data Analysis
中级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: Large Language Modeling, Generative AI, Machine Learning, Applied Machine Learning, Artificial Intelligence, Data Science
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Model Deployment, Google Cloud Platform, MLOps (Machine Learning Operations), Big Data, Unstructured Data, Tensorflow, Analytics, Jupyter, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Image Analysis
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Model Evaluation, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Pandas (Python Package), Natural Language Processing, Data Preprocessing, Data Analysis, Classification Algorithms, Python Programming, Machine Learning
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: 大型语言模型, 机器学习, 生成式人工智能, 自然语言处理, 概率分布, 模型评估, 强化学习
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 无监督学习, 负责任的人工智能, 数据管道, Virtual Machine, 监督学习, 模型部署, 数据库, 机器学习, Scikit-learn (机器学习库), 分类算法, 回归分析, 预测建模, 应用机器学习, 微软 Azure, 人工智能和机器学习(AI/ML), MLOps(机器学习 Operator), 模型评估
中级 · 课程 · 1-4 周

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

您将获得的技能: Apache Hadoop, Apache Spark, 无监督学习, 数据管道, 数据预处理, PySpark, 机器学习, 数据处理, 预测建模, 回归分析, 监督学习, 模型评估, 生成式人工智能, 应用机器学习, 摘录
中级 · 课程 · 1-4 周