
DeepLearning.AI
您将获得的技能: 回归分析, Python 编程, 模型评估, 机器学习, Scikit Learn(机器学习库), Jupyter, NumPy, 人工智能, 功能工程, 监督学习, 逻辑回归, 分类算法, 无监督学习, Model Evaluation, 预测建模, 数据预处理
初级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Generative Adversarial Networks (GANs), Deep Learning, Image Analysis, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Artificial Neural Networks, Model Evaluation, Data Processing, Classification Algorithms, Computer Vision, Predictive Modeling, Computer Programming, Regression Analysis
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Feature Engineering, Statistical Methods, Model Evaluation, Algorithms
中级 · 课程 · 1-3 个月

初级 · 课程 · 1-4 周
University of London
您将获得的技能: 模型评估, 数据分析, 机器学习, 人工智能, 数据收集, 图像分析, 分类算法, Model Evaluation, 数据预处理
攻读学位
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Python 编程, Scikit Learn(机器学习库), 模型评估, 回归分析, 人工神经网络, 机器学习, 功能工程, 监督学习, 决策树学习, 应用机器学习, 分类算法, 随机森林算法, 无监督学习, Model Evaluation, 预测建模
中级 · 课程 · 1-4 周

Imperial College London
您将获得的技能: Python 编程, 人工神经网络, 回归分析, 算法, 微积分, Jupyter, 线性代数, NumPy, 应用数学, 机器学习算法, 降维, 衍生产品, 高等数学, 功能工程, 统计资料, 无监督学习, 数学建模, 数据预处理, Algorithm
初级 · 专项课程 · 3-6 个月

Packt
您将获得的技能: Model Evaluation, Classification Algorithms, R Programming, Apache Spark, Deep Learning, Applied Machine Learning, Keras (Neural Network Library), Unsupervised Learning, Apache Hadoop, Data Preprocessing, Data Science, Machine Learning, Tensorflow, Data Mining, Tidyverse (R Package), Statistical Methods, Regression Analysis, Data Analysis, Bayesian Network, Logistic Regression
中级 · 课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Agentic systems, Artificial Intelligence, Artificial Neural Networks, Algorithms, Python Programming
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 概率与统计, 机器学习方法, 概率分布, 微积分, 抽样(统计), 机器学习, 应用数学, 统计推理, NumPy, 线性代数, 贝叶斯统计, 数值分析, 描述性统计, A/B 测试, 降维, 统计假设检验, 统计分析, 数学建模, 数据预处理, 概率
中级 · 专项课程 · 1-3 个月

您将获得的技能: Model Evaluation, Model Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Data Cleansing, Microservices, Data Pipelines, Feature Engineering, Data Quality, Data Validation, Containerization, Application Deployment, Service Level, Extract, Transform, Load, Data Transformation, System Monitoring, Debugging, Machine Learning Methods, Performance Tuning, Machine Learning Algorithms
中级 · 专项课程 · 3-6 个月

您将获得的技能: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Supervised Learning, Advanced Analytics, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Analytics, Random Forest Algorithm, Data Analysis, Predictive Modeling, Model Evaluation, Bayesian Network, Python Programming, Statistical Modeling, Classification Algorithms
高级设置 · 课程 · 1-3 个月