统计 Inference 课程可以帮助您学习假设检验、置信区间、Regression 分析和数据分析。您可以掌握分析 Sampling 样本数据、进行 Prediction 预测以及对更大 Population 得出结论的技能。许多课程都会介绍 R 和 Python 等用于统计编程的工具,以及用于数据 Visualization 的软件,从而提高您有效应用统计方法的能力。

Google Cloud
您将获得的技能: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, MLOps (Machine Learning Operations), Data Pipelines, Keras (Neural Network Library), Data Transformation, Applied Machine Learning, Machine Learning, Statistical Methods
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Supervised Learning, Data Preprocessing, Data-Driven Decision-Making, Statistical Modeling, Classification Algorithms, Plot (Graphics)
混合 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Generative AI, Transfer Learning, Generative Adversarial Networks (GANs), Applied Machine Learning, Small Data, Autoencoders, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning Methods, Computer Graphics, Machine Learning, Image Analysis, Machine Learning Algorithms, Data Synthesis, Simulation and Simulation Software, Computer Vision, Augmented and Virtual Reality (AR/VR), Simulations, 3D Assets
混合 · 课程 · 1-3 个月

您将获得的技能: Large Language Modeling, Natural Language Processing, Model Evaluation, Recurrent Neural Networks (RNNs), Transfer Learning, PyTorch (Machine Learning Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning
中级 · 课程 · 1-3 个月

您将获得的技能: Scientific Visualization, Data Storytelling, Heat Maps, Data Mapping
中级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Data Analysis, Data Modeling, Model Evaluation, Artificial Intelligence, Data Visualization Software, Machine Learning, Technical Documentation
中级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Data Ethics, Applied Machine Learning, Data Analysis, Artificial Intelligence, Machine Learning, Model Deployment
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Tensorflow, Model Evaluation, Systems Architecture, Data Validation, Machine Learning, Distributed Computing, Performance Tuning, Data Pipelines, Scalability
高级设置 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Data Governance, Data Management, AI Workflows, Google Cloud Platform, Tensorflow, Machine Learning, Model Evaluation, Data Pipelines, Data Transformation, Cloud Deployment, Containerization
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Vector Databases, Embeddings, Google Cloud Platform, Database Administration, Database Design, Query Languages, Database Management Systems, Generative AI, Machine Learning
初级 · 项目 · 不超过 2 小时

Packt
您将获得的技能: Data Mining, Logistic Regression, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: Data Ethics, Responsible AI, Data Modeling, Model Evaluation, Artificial Intelligence, Applied Machine Learning, Machine Learning
中级 · 课程 · 1-4 周