应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

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
您将获得的技能: Data Warehousing, Google Cloud Platform, Big Data, Model Evaluation, Apache Spark, Database Management, Data Integration, SQL, Dataflow, Data Pipelines, Metadata Management, Data Management, Real Time Data, Tensorflow, Data Science, Command-Line Interface, Applied Machine Learning, Cloud-Based Integration, Query Languages, Machine Learning
中级 · 专项课程 · 1-3 个月

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: Integral Calculus, Calculus, Advanced Mathematics, Materials science, Applied Mathematics, Engineering Analysis, Mathematical Modeling, Differential Equations, Derivatives
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Web Scraping, SQL, Data Visualization Software, Pandas (Python Package), NumPy, Data Analysis, Databases, Data Manipulation, Python Programming, Data Processing, Jupyter, Data Wrangling, Data Cleansing, Data Structures
中级 · 课程 · 1-4 周

SAS
您将获得的技能: Predictive Modeling, Predictive Analytics, Data Preprocessing, Model Evaluation, Responsible AI, Data-Driven Decision-Making, Machine Learning, Applied Machine Learning, Business Ethics, Decision Tree Learning, Business Analytics, Artificial Intelligence, Technical Management, Data Science, Social Justice
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Cloud Platform, Generative AI, MLOps (Machine Learning Operations), Model Deployment, Tensorflow, AI Workflows, Artificial Intelligence, Cloud Infrastructure, Machine Learning, Natural Language Processing
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Generative AI, Google Cloud Platform, Tensorflow, Artificial Intelligence, AI Workflows, Model Deployment, Big Data, Machine Learning, Prompt Engineering, Natural Language Processing
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Generative AI, Prompt Engineering, Google Cloud Platform, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Big Data, Model Deployment, Machine Learning, Data Preprocessing, Natural Language Processing
初级 · 课程 · 1-3 个月

University at Buffalo
您将获得的技能: 数据安全, 数据扫盲, 产品质量(QA/QC), 数据质量, 数据驱动的决策制定, 六西格玛方法, 流程改进, 数据分析, 根源分析, 运行效率, 数据伦理, 物联网, 精益方法, 卓越运营, 分析, 质量管理系统, 案例研究
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 心理学, Algorithm, 理论计算机科学, 人类学习, 人工神经网络, 分析技能, 数学建模, 博弈论, 计算思维, 行为经济学, 卷积神经网络, 人工智能, 解决问题, 概率, 计算机视觉, 人工智能和机器学习(AI/ML), 人类发展, 深度学习, 图像分析, 计算机图形学
初级 · 专项课程 · 3-6 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Synthesis, Data Integration, Data Literacy, Data Storytelling, Analysis, Case Studies, Business Analytics, Advanced Analytics, Analytical Skills, Strategic Decision-Making, Business Metrics, Forecasting, Media and Communications, Statistics, Persuasive Communication, Databases, Database Design, Innovation
初级 · 课程 · 1-4 周

Pearson
您将获得的技能: Deep Learning, Convolutional Neural Networks, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Keras (Neural Network Library), Artificial Neural Networks, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Tensorflow, Python Programming, Data Preprocessing, Network Architecture, Classification Algorithms, Model Evaluation, Regression Analysis
中级 · 课程 · 1-4 周