自动学徒课程可帮助您了解如何构建、生成和分析预判定模型。您可以培养在数据准备、算法选择、优化和评估方面的能力。许多课程利用有源数据库测试模型。

您将获得的技能: Feature Engineering, Responsible AI, Tensorflow, Exploratory Data Analysis, Data Quality, Machine Learning, Applied Machine Learning, Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Google Cloud Platform, MLOps (Machine Learning Operations), Supervised Learning, Machine Learning Algorithms, Data Strategy, Dataflow, Predictive Modeling, Data Pipelines, Performance Tuning, Artificial Neural Networks, Dimensionality Reduction
中级 · 专项课程 · 3-6 个月

您将获得的技能: AWS Kinesis, AWS SageMaker, Machine Learning Algorithms, Data Collection, Amazon Redshift, MLOps (Machine Learning Operations), Image Analysis, Reinforcement Learning, Amazon Web Services, Scalability, Forecasting, Feature Engineering, Algorithms, Machine Learning, Technical Design, Data Analysis, Real Time Data, Predictive Modeling, Applied Machine Learning, Data Modeling
初级 · 专项课程 · 1-3 个月

Peking University
您将获得的技能: 沟通, 语言能力, 口语理解, 语言学习, 词汇, 语法
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: Exploratory Data Analysis, Data Collection, Data Ethics, MLOps (Machine Learning Operations), Feature Engineering, Data Cleansing, Responsible AI, Applied Machine Learning, Data Analysis, Solution Design, Statistical Analysis, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Application Deployment, Generative AI, Continuous Monitoring
中级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 语言能力, 英语, 语言学习, 词汇, 语法
初级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: Applied Machine Learning, Feature Engineering, Data Transformation, Big Data, Google Cloud Platform, Data Manipulation, Predictive Analytics, Machine Learning, Exploratory Data Analysis, SQL
初级 · 项目 · 不超过 2 小时

您将获得的技能: MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, Scalability, Machine Learning, Technical Design, Amazon Elastic Compute Cloud, Cloud Computing, AWS Identity and Access Management (IAM), Cloud Security, Data Management, Disaster Recovery, Data Security
初级 · 课程 · 1-4 周

Imperial College London
您将获得的技能: 卷积神经网络, 概率分布, 迁移学习, 数据管道, 数据预处理, 模型部署, 监督学习, 计算机视觉, 模型评估, 应用机器学习, 贝叶斯统计, Keras(神经网络库), 递归神经网络 (RNN), 深度学习, 自动编码器, 张力流, 人工神经网络, 生成模型架构, 自然语言处理, 图像分析
中级 · 专项课程 · 3-6 个月

您将获得的技能: 卷积神经网络, 迁移学习, Keras(神经网络库), 模型评估, 回归分析, 机器学习, 自然语言处理, 递归神经网络 (RNN), 深度学习, 人工神经网络, 分类与回归树 (CART), 图像分析, 网络架构
中级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Data Analysis, Amazon Elastic Compute Cloud, Amazon CloudWatch, Application Deployment, Predictive Modeling, Data Pipelines, Data Processing
中级 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Feature Engineering, Machine Learning Algorithms, Supervised Learning, Statistical Machine Learning, Applied Machine Learning, Machine Learning, Regression Analysis, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Classification And Regression Tree (CART), Dimensionality Reduction, Unsupervised Learning, Artificial Neural Networks, Random Forest Algorithm, Algorithms
中级 · 课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: 沟通, 英语, 招聘, 商务写作, 面试技巧, 写作, 工作分析, 语言交流技能, 业务沟通, 专业网络, 词汇, 社交技能
混合 · 课程 · 1-3 个月