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。

您将获得的技能: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Embeddings, Data Preprocessing, AI Personalization, Deep Learning, Model Evaluation, Transfer Learning, Model Deployment, Open Source Technology, Data Processing, Machine Learning, Data Cleansing, Data Visualization, Database Systems
初级 · 课程 · 1-3 个月

您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Applied Machine Learning, R (Software), Classification Algorithms, Machine Learning, Decision Tree Learning, Data Science, Ggplot2, Feature Engineering, Data Preprocessing, Statistical Programming, Predictive Modeling, Data Manipulation, Model Evaluation, Regression Analysis
初级 · 课程 · 1-3 个月

您将获得的技能: Correlation Analysis, Portfolio Risk, Portfolio Management, Investments, Financial Analysis, Financial Market
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Statistical Modeling, Microsoft Azure, Statistical Methods, Data Science, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, MLOps (Machine Learning Operations), Azure Synapse Analytics, Cloud Computing, Data Preprocessing, Data Management, Model Deployment, Model Evaluation, Development Environment
中级 · 课程 · 1-4 周

您将获得的技能: Google Cloud Platform, Unstructured Data, Model Deployment, Tensorflow, MLOps (Machine Learning Operations), Data Pipelines, Big Data, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Jupyter, Natural Language Processing
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 计算机视觉, 机器学习, 卷积神经网络, 张力流, 人工神经网络, 深度学习, 模型评估, 数据持久性, 开发环境, Keras(神经网络库), 图像分析
初级 · 项目 · 不超过 2 小时

Northeastern University
您将获得的技能: Competitive Analysis, AI Enablement, Machine Learning, Business Strategy, Business Intelligence, Business Strategies, Organizational Strategy, Business, Strategic Thinking, Market Analysis, Artificial Intelligence, Process Analysis, Value Engineering, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Analytics, Resource Management
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 计算机视觉, 机器学习, 模型评估, 云存储, Google 云端平台, 云 API, 应用机器学习, 模型部署, 图像分析
中级 · 项目 · 不超过 2 小时

您将获得的技能: Artificial Neural Networks, Deep Learning, Convolutional Neural Networks, Image Analysis, Keras (Neural Network Library), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Machine Learning Methods, Network Architecture, Artificial Intelligence, Network Model, Machine Learning, Classification Algorithms, Data Processing
中级 · 课程 · 1-3 个月

University of Pittsburgh
您将获得的技能: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Network Analysis, Tableau Software, Statistical Visualization, Network Model, Dashboard, Time Series Analysis and Forecasting, Matplotlib, Data Analysis, Seaborn, Graph Theory, Pandas (Python Package), Python Programming
攻读学位
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Generative AI, Google Gemini, Prompt Engineering Tools, Artificial Intelligence, Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: JUnit, Restful API, Software Design, JSON, Software Testing
中级 · 课程 · 3-6 个月