监督学习课程可以帮助您学习 Regression 分析、分类技术和模型评估方法。您可以掌握 Feature Selection、Hyperparameter 调整和理解偏差-方差权衡等方面的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等 Python 库等工具,这些工具支持算法的实施和数据分析。
University of Colorado Boulder
您将获得的技能: Power Electronics, Computer Vision, Convolutional Neural Networks, Display Devices, Control Systems, Debugging, Image Analysis, Computer Displays, Tensorflow, Electronic Systems, Computer Programming Tools, Software Development Tools, Electrical Engineering, Deep Learning, Systems Design, Artificial Neural Networks, Electronic Components, Electrical Systems, USB, Semiconductors
提供的学分
研究生证书 · 6-12 个月

University of Pittsburgh
您将获得的技能: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Unsupervised Learning, Linear Algebra, Data Governance, Regression Analysis, Applied Machine Learning, Data Analysis
获得学位
学位 · 1-4 年