模式识别课程可以帮助您学习数据分析、Feature Extraction 和图像分析技术。您可以掌握统计建模、Machine Learning 算法和 Neural Network 设计方面的技能。许多课程会介绍 TensorFlow 和 Scikit-learn 等 Python 库等工具,这些工具用于在涉及 AI 和人工智能应用的项目中实现这些技术。

MathWorks
您将获得的技能: 计算机视觉, 人工智能和机器学习(AI/ML), 医学影像, Matlab, Algorithm, 估算, 图像分析, 地理空间信息与技术
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Classification Algorithms, Exploratory Data Analysis, Data Mining, Model Evaluation, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Big Data, Feature Engineering, Predictive Modeling, Data Science, Statistical Analysis, Data Preprocessing, Case Studies, Applied Machine Learning, Supervised Learning, Project Implementation
中级 · 课程 · 1-3 个月

University at Buffalo
您将获得的技能: 概率与统计, 色彩理论, 数字信号处理, 人工智能, 计算机图形学, 计算机视觉, Matlab, 增强现实, Algorithm, 应用数学, 图像分析, 计算机编程, 微积分
中级 · 课程 · 1-4 周

MathWorks
您将获得的技能: 自动化, 计算机视觉, 交通流优化, 异常检测, Matlab, 数据存储, 数据预处理, 图像分析
初级 · 课程 · 1-4 周

Edge Impulse
您将获得的技能: 模型部署, 卷积神经网络, Transfer Learning, 嵌入式系统, 人工神经网络, 人工智能和机器学习(AI/ML), 计算机视觉, Python 程序设计, 深度学习, 机器学习, 数据伦理, 数据预处理, 应用机器学习, Model Evaluation, 图像分析, 计算机编程
中级 · 课程 · 1-4 周

多位教师
您将获得的技能: Dashboard, Web Scraping, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Data Analysis, R (Software), Data Presentation, Correlation Analysis, Pandas (Python Package), NumPy, Data Import/Export, Programming Principles, Predictive Modeling, Data Science, Unsupervised Learning, Machine Learning, Project Management
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 自然语言处理, Transfer Learning, 拥抱的脸, 大型语言模型, 人工神经网络, 深度学习, 嵌入, 递归神经网络 (RNN)
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Tensorflow, Supervised Learning, Artificial Neural Networks, Regression Analysis, Machine Learning Methods, Applied Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Convolutional Neural Networks, Computer Vision, Data Science, Python Programming
高级设置 · 课程 · 1-4 周

您将获得的技能: Amazon Bedrock, Prompt Engineering, Responsible AI, AI Security, Generative AI, MLOps (Machine Learning Operations), AWS SageMaker, Artificial Intelligence and Machine Learning (AI/ML), Amazon Web Services, AWS Identity and Access Management (IAM), Amazon S3, Model Deployment, Model Evaluation, Natural Language Processing
初级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Text Mining, Data Mining, Time Series Analysis and Forecasting, Classification Algorithms, Big Data, Artificial Neural Networks, Regression Analysis, Data Science, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Unsupervised Learning, Analytics, Predictive Modeling, Forecasting, Advanced Analytics, Deep Learning, Data Preprocessing
中级 · 课程 · 1-3 个月

您将获得的技能: Computer Vision, Applied Machine Learning, Digital Signal Processing
中级 · 课程 · 1-4 周