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

Johns Hopkins University
您将获得的技能: 数据预处理, 回归分析, 数据整理, 模型评估, 随机森林算法, 探索性数据分析, 预测建模, 分类算法, 机器学习算法, 预测分析, 机器学习, 应用机器学习, R 程序设计, 功能工程, 监督学习, 统计机器学习
混合 · 课程 · 1-4 周

您将获得的技能: Supervised Learning, Feature Engineering, Applied Machine Learning, Unsupervised Learning, Model Evaluation, Machine Learning Algorithms, Predictive Modeling, Data Preprocessing, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Dimensionality Reduction, Performance Tuning
高级设置 · 课程 · 1-3 个月

Coursera
您将获得的技能: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Classification Algorithms, Forecasting, Decision Tree Learning, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling
中级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Model Deployment, Model Evaluation, Feature Engineering, Microsoft Azure, Applied Machine Learning, Machine Learning, Large Language Modeling, Data Cleansing, Supervised Learning, Data Transformation, Cloud Deployment, Data Ethics, CI/CD, Machine Learning Algorithms, Transfer Learning, Data Quality, Performance Tuning
中级 · 专项课程 · 1-3 个月

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

您将获得的技能: Apache Spark, MLOps (Machine Learning Operations), Large Language Modeling, Keras (Neural Network Library)
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: 无监督学习, 决策树学习, Scikit Learn(机器学习库), 回归分析, 降维, 模型评估, 分类算法, 预测建模, Python 编程, 逻辑回归, 应用机器学习, 机器学习, 功能工程, 监督学习
中级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: 无监督学习, 决策树学习, 回归分析, 模型评估, Python 编程, 随机森林算法, 分类算法, Scikit Learn(机器学习库), 预测建模, 功能工程, 应用机器学习, 监督学习, 人工神经网络, 机器学习
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, Predictive Modeling, Pandas (Python Package), Convolutional Neural Networks, Natural Language Processing, Regression Analysis
攻读学位
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Computer Vision, Model Evaluation, PyTorch (Machine Learning Library), Supervised Learning, Unsupervised Learning, Image Analysis, Applied Machine Learning, Data Preprocessing, Dimensionality Reduction, Reinforcement Learning, Feature Engineering, Machine Learning Algorithms, Convolutional Neural Networks, Regression Analysis, Data Processing, Machine Learning, Predictive Modeling, Data Mining, Deep Learning, Artificial Neural Networks
中级 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Python Programming, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Data Science, Probability & Statistics, Dimensionality Reduction, Statistical Hypothesis Testing
中级 · 课程 · 1-4 周