概率论课程可以帮助您学习统计推理、随机变量和概率分布。您可以掌握假设检验、Regression 分析和不确定情况下的决策技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持分析数据和对现实世界的现象进行建模。您将探索贝叶斯定理、期望值和大数定律等关键主题,所有这些对于金融、工程和人工智能等领域的应用都至关重要。

O.P. Jindal Global University
您将获得的技能: Sampling (Statistics), Statistical Analysis, Probability Distribution, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Statistical Modeling, Statistical Inference, Probability, Big Data, Decision Tree Learning
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混合 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Applied Machine Learning, Data Transformation, Data Wrangling, Anomaly Detection, Exploratory Data Analysis, Machine Learning, Natural Language Processing, Data Science, Quality Assurance, Data Validation, Machine Learning Algorithms, Python Programming
高级设置 · 课程 · 1-4 周

您将获得的技能: Apache Spark, Data Pipelines, MLOps (Machine Learning Operations), PySpark, Application Deployment, IBM Cloud, Machine Learning, Containerization, Data Science, Python Programming, Performance Tuning, Scalability
高级设置 · 课程 · 1-4 周

您将获得的技能: Application Deployment, MLOps (Machine Learning Operations), Unit Testing, Docker (Software), Containerization, Kubernetes, IBM Cloud, Continuous Deployment, Microservices, User Feedback, Machine Learning, Performance Analysis, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Continuous Monitoring, Data Science, Python Programming
高级设置 · 课程 · 1-4 周

您将获得的技能: Tensorflow, Supervised Learning, Artificial Neural Networks, Regression Analysis, Applied Machine Learning, Machine Learning Algorithms, Deep Learning, IBM Cloud, Machine Learning, Predictive Modeling, Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Computer Vision, Data Science, Python Programming
高级设置 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Machine Learning Algorithms, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Science, Regression Analysis, Data Manipulation, Data Mining, Statistical Modeling, Python Programming, Feature Engineering, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Decision Tree Learning
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中级 · 课程 · 1-3 个月

您将获得的技能: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation
中级 · 专项课程 · 3-6 个月

University of California San Diego
您将获得的技能: 理论计算机科学, 图论, Algorithm, 网络分析, 计划发展, 数据结构, Networking 路由器, 组合学
初级 · 课程 · 1-3 个月

École Polytechnique
您将获得的技能: 应用数学, 微积分, 数值分析, 材料科学, 微分方程, 物理学, 化学
高级设置 · 课程 · 1-4 周

California Institute of the Arts
您将获得的技能: 音乐表演, 音乐创作, 音乐历史, 世界音乐, 器乐, 音乐理论, 古典音乐, 音乐
中级 · 课程 · 1-3 个月

The University of Edinburgh
您将获得的技能: 音乐创作, 音乐, 音乐理论, 古典音乐
初级 · 课程 · 1-3 个月

Michigan State University
您将获得的技能: 音乐创作, 古典音乐, 音乐理论, 音乐
初级 · 课程 · 1-4 周