Matrix 课程可以帮助您学习线性变换、特征值、矩阵运算以及在 Data Science 和 Machine Learning 中的应用。您可以掌握求解方程组、执行降维和应用矩阵因式分解技术的技能。许多课程都会介绍 MATLAB、NumPy 和 R 等工具,这些工具支持在实际场景中执行复杂计算和数据 Visualization。

Dartmouth College
您将获得的技能: Supervised Learning, Predictive Modeling, Logistic Regression, Statistical Modeling, Model Evaluation, Machine Learning, Machine Learning Algorithms, Classification Algorithms, Regression Analysis, Probability & Statistics, Linear Algebra
中级 · 课程 · 1-3 个月

Maven Analytics
您将获得的技能: 统计分析, 机器学习, 监督学习, 探索性数据分析, 预测建模, 无监督学习, 分类算法, 机器学习算法, 应用机器学习, 数据科学, 数据预处理, 时间序列分析和预测, 客户分析, 柱状图, 数据分析, 数据挖掘, 回归分析, 商业智能, 数据质量, Model Evaluation, 模型评估
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Recurrent Neural Networks (RNNs), Deep Learning, Natural Language Processing, Keras (Neural Network Library), Tensorflow, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Autodesk Maya, Cinematography, Computer Graphics, Post-Production, 3D Modeling, Animation and Game Design, Storytelling, Adobe Photoshop, Virtual Environment
中级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Model Evaluation, Supervised Learning, Scikit Learn (Machine Learning Library), Tensorflow, Applied Machine Learning, Artificial Neural Networks, Python Programming, NumPy, Matplotlib, Deep Learning, Image Analysis, Machine Learning, Embeddings, Pandas (Python Package), Convolutional Neural Networks, Natural Language Processing, Regression Analysis
★ 3.9 (9) · 初级 · 课程 · 1-3 个月

您将获得的技能: Animation and Game Design
中级 · 课程 · 1-4 周

University of Glasgow
您将获得的技能: Wireless Networks, Emerging Technologies, Digital Communications, Communication Systems, Internet Of Things, Software-Defined Networking, Network Planning And Design, Distributed Computing, Artificial Intelligence and Machine Learning (AI/ML), Electrical Engineering, Electronics Engineering, Zero Trust Network Access, Information Technology, Machine Learning, Trustworthiness
★ 4.7 (7) · 中级 · 课程 · 1-4 周

您将获得的技能: Generative Adversarial Networks (GANs), Transfer Learning, Artificial Neural Networks, Keras (Neural Network Library), Image Analysis, Convolutional Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Data Preprocessing, Embeddings, Network Architecture, Matplotlib, Jupyter, NumPy
高级设置 · 课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Artificial Intelligence, Generative AI, Machine Learning Algorithms, Mathematical Theory & Analysis
★ 4.8 (10) · 中级 · 课程 · 1-3 个月

您将获得的技能: Retrieval-Augmented Generation, Embeddings, Database Systems, LLM Application, Data Storage Technologies, Databases, NoSQL, AI Enablement, Large Language Modeling, Database Management, AI Personalization, Generative AI Agents, Database Architecture and Administration, Applied Machine Learning, Information Management, Generative AI
★ 4.7 (79) · 中级 · 课程 · 1-4 周

您将获得的技能: Animations, 3D Modeling, 3D Assets, Computer Graphics, Simulations, Timelines
中级 · 课程 · 3-6 个月
MathWorks
您将获得的技能: User Interface and User Experience (UI/UX) Design, Data Sharing
初级 · 课程 · 1-4 周