模式识别课程
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。
热门模式识别课程和认证
状态：预览National Taiwan University
您将获得的技能: Classification Algorithms, Supervised Learning, Machine Learning, Machine Learning Algorithms, Logistic Regression, Data Validation, Applied Machine Learning, Data Preprocessing, Model Evaluation, Algorithms, Programming Principles, Regression Analysis, Feature Engineering, Statistical Methods
状态：预览National Taiwan University
您将获得的技能: Supervised Learning, Statistical Machine Learning, Machine Learning, Applied Mathematics, Classification Algorithms, Theoretical Computer Science, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Algorithms, Probability & Statistics
状态：新状态：免费试用Dartmouth College
您将获得的技能: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Classification Algorithms, Statistical Inference
状态：预览The University of Chicago
您将获得的技能: Model Evaluation, 机器学习算法, 统计方法, 深度学习, 无监督学习, Pandas（Python 软件包）, 张力流, 回归分析, 监督学习, 降维, Keras（神经网络库）, 随机森林算法, 分类算法, 机器学习, 功能工程, Scikit-learn （机器学习库）, 应用机器学习, 数据预处理
状态：免费试用LearnQuest
您将获得的技能: 预测建模, 客户需求规划, 预测, 统计建模, Pandas（Python 软件包）, 回归分析, Python 程序设计, 时间序列分析和预测, 相关性分析, 机器学习, 数据分析, Matplotlib, 趋势分析, 数据可视化, 供应链管理
状态：预览Northeastern University
您将获得的技能: Model Evaluation, Linear Algebra, Statistical Machine Learning, Probability, Bayesian Statistics, Probability Distribution, Mathematical Modeling, Machine Learning, Applied Mathematics, Statistical Inference, Dimensionality Reduction, Algebra
状态：新状态：免费试用Dartmouth College
您将获得的技能: Bayesian Network, Artificial Neural Networks, Convolutional Neural Networks, Deep Learning, Tensorflow, Machine Learning, Model Evaluation, Network Architecture, Algorithms, Probability Distribution
状态：免费试用Vanderbilt University
您将获得的技能: 数据可视化软件, 预测建模, 散点图, 数据处理, 回归分析, 分类算法, 数据分析, 应用机器学习, 数字信号处理, 图像分析, Matlab, 柱状图
状态：免费试用CertNexus
您将获得的技能: Model Evaluation, 机器学习算法, 预测建模, 无监督学习, 统计建模, 回归分析, 监督学习, 分类算法, 性能调整, 机器学习, 线性代数
状态：新状态：预览University of California San Diego
您将获得的技能: Linux Commands, Linux, Unix Commands, Linux Administration, Data Processing, Text Mining, Command-Line Interface, Data Manipulation, Unix, Scripting, Automation, File Management
您将获得的技能: Geospatial Information and Technology, Geospatial Mapping, Spatial Data Analysis, Geographic Information Systems, Unsupervised Learning, Image Analysis, Machine Learning, R Programming, Data Processing, Data Preprocessing, Classification Algorithms, Data Transformation, Dimensionality Reduction
状态：免费试用IBM
您将获得的技能: Model Evaluation, 预测建模, 抽样（统计）, 逻辑回归, 监督学习, Scikit-learn （机器学习库）, 数据清理, 分类算法, 性能指标, 随机森林算法, 功能工程, 机器学习, 数据预处理, 决策树学习
总之，以下是 10 最受欢迎的 pattern recognition 课程
- 機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations: National Taiwan University
- 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations: National Taiwan University
- Practical Machine Learning: Foundations to Neural Networks: Dartmouth College
- 机器学习：概念与应用: The University of Chicago
- 利用时间序列进行需求预测: LearnQuest
- Foundations of Statistical Learning & Algorithms: Northeastern University
- Machine Learning with Neural Networks: Dartmouth College
- 使用 MATLAB 进行数据、信号和图像分析入门: Vanderbilt University
- 建立回归、分类和聚类模型: CertNexus
- Linux Tools for Text Processing: University of California San Diego
