空中机器人课程可以帮助您学习无人机设计、飞行动力学、导航系统和传感器集成。您可以掌握自主飞行编程、数据收集技术和实时决策的技能。许多课程都会介绍一些工具,如用于模拟的 MATLAB、用于机器人系统的 ROS 以及各种无人机平台,让您能够将自己的技能应用到实际场景中,如空中测绘、监控和环境监测。

LearnQuest
您将获得的技能: Python 程序设计, Scikit-learn (机器学习库), 无监督学习, 数据预处理, 监督学习, 预测建模, 数据清理, 降维, 随机森林算法, 数据转换, 应用机器学习, 分类算法, 机器学习, 人工神经网络
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Model Deployment, Responsible AI, Tensorflow, Exploratory Data Analysis, Data Preprocessing, Google Cloud Platform, Keras (Neural Network Library), Data Quality, Applied Machine Learning, Data Cleansing, Machine Learning, Statistical Machine Learning, Embeddings, MLOps (Machine Learning Operations), Data Strategy, Machine Learning Algorithms, Supervised Learning, Model Evaluation, Artificial Neural Networks
中级 · 专项课程 · 3-6 个月

University of Glasgow
您将获得的技能: Federated Learning, Wireless Networks, Emerging Technologies, Digital Communications, Communication Systems, Blockchain, Internet Of Things, Network Security, Telecommunications, Network Performance Management, Network Planning And Design, Zero Trust Network Access, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Electrical Engineering, Network Analysis, Information Technology, Electronics Engineering, Machine Learning, Trustworthiness
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 数字信号处理, 深度学习, 数据结构, 数据处理, 线性代数, 数据转换, 卷积神经网络, 性能调整, 人工神经网络, 数据科学, Algorithm, 数值分析, 机器学习, 图像分析
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Deep Learning, Artificial Neural Networks, Supervised Learning, Artificial Intelligence, Convolutional Neural Networks, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Evaluation, Convolutional Neural Networks, Natural Language Processing, Deep Learning, Generative Adversarial Networks (GANs), Classification Algorithms, Transfer Learning, Applied Machine Learning, Vision Transformer (ViT), Image Analysis, Machine Learning, Computer Vision, Artificial Neural Networks, Artificial Intelligence, Unsupervised Learning, Python Programming, Embeddings, Data Preprocessing
中级 · 专项课程 · 3-6 个月
Duke University
您将获得的技能: Responsible AI, Large Language Modeling, Generative AI, Artificial Intelligence, Model Evaluation, Python Programming, Applied Machine Learning, Machine Learning, Visualization (Computer Graphics), Deep Learning, Plot (Graphics), Artificial Neural Networks
中级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 模型评估, 深度学习, 无监督学习, 嵌入, 自动编码器, 降维, 医学影像, 健康信息学, 卷积神经网络, 模型部署, 应用机器学习, 递归神经网络 (RNN), 人工神经网络, 预测建模, 图像分析
高级设置 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Exploratory Data Analysis, Model Evaluation, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Deep Learning, Statistical Analysis, Data Analysis, Artificial Neural Networks, Data Import/Export, Matplotlib, Python Programming
初级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: 张力流, Machine Learning 方法, Keras(神经网络库), 生成模型架构, 人工神经网络, 模型部署, 递归神经网络 (RNN)
高级设置 · 课程 · 1-4 周

Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Python Programming, Deep Learning, Computer Programming, Computer Vision, Artificial Neural Networks, Transfer Learning, Scripting, Programming Principles, Data Management
中级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Deep Learning, Supervised Learning, Artificial Neural Networks, Convolutional Neural Networks, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning, Performance Tuning, Python Programming, NumPy, Linear Algebra, Algorithms
中级 · 课程 · 1-4 周