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。

Universidad de los Andes
您将获得的技能: Supervised Learning, Unsupervised Learning, Model Evaluation, Artificial Intelligence, Data Ethics, Dimensionality Reduction, Probability & Statistics, Responsible AI, Machine Learning Methods, Reinforcement Learning, Machine Learning, Applied Machine Learning, Linear Algebra, Classification And Regression Tree (CART), Decision Tree Learning, Machine Learning Algorithms, Natural Language Processing, Statistical Machine Learning, Bayesian Statistics, Unstructured Data
提供的学分
MasterTrack · 6-12 个月
您将获得的技能: Data Warehousing, Google Cloud Platform, Big Data, Model Evaluation, Apache Spark, Data Integration, Dataflow, SQL, Data Pipelines, Metadata Management, Data Management, Real Time Data, Tensorflow, Data Science, Command-Line Interface, Applied Machine Learning, Cloud-Based Integration, Apache Hadoop, 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

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

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

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

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