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。

DeepLearning.AI
您将获得的技能: 人工神经网络, 模型评估, 深度学习, 生成式对抗网络(GANs), 生成式人工智能, 卷积神经网络, PyTorch(机器学习库), 图像质量, 数据综合, 信息隐私, 负责任的人工智能, 数据伦理, 无监督学习, 生成模型架构, 图像分析, 机器学习, Model Evaluation
中级 · 专项课程 · 1-3 个月

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
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中级 · 课程 · 1-3 个月

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

Board Infinity
您将获得的技能: Android (Operating System), Android Development, Mobile Development, Software Architecture, Performance Tuning, Middleware, Linux, Application Programming Interface (API)
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
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初级 · 课程 · 1-3 个月

L&T EduTech
您将获得的技能: Robotics, Internet Of Things, Control Systems, Automation, Programmable Logic Controllers, Image Analysis, Industrial Engineering, Computer Vision, Equipment Design, Embedded Software, Mechanical Design
中级 · 课程 · 1-4 周

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
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
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中级 · 课程 · 1-3 个月