信息学课程可帮助您理解算法、信息系统、数据和逻辑开发的主要概念。您可以培养逻辑分析、建模、架构和分析方面的能力。许多课程利用具体实例来说明基本原理。

American Museum of Natural History
您将获得的技能: 药物开发, 医疗保健伦理, 生物学, 临床研究, 生物医学技术, 生命科学, 医学科学与研究, 生物技术, 精准医疗, 细胞生物学, 分子生物学
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Manufacturing and Production, World History, International Relations, Engineering, Scientific, and Technical Instruments, Political Sciences, Emerging Technologies, Timelines, Innovation
初级 · 课程 · 1-4 周

您将获得的技能: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis
初级 · 专项课程 · 1-4 周

Università di Napoli Federico II
您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Transfer Learning, Keras (Neural Network Library), Jupyter, Data Manipulation, Machine Learning Methods, Scikit Learn (Machine Learning Library), Model Evaluation
中级 · 课程 · 1-3 个月
Duke University
您将获得的技能: Data Ethics, Responsible AI, Data Visualization, Data Presentation, Data Storytelling, Ethical Standards And Conduct, Data Science, Data Collection, Data Visualization Software, Personally Identifiable Information, Information Privacy, Machine Learning, Algorithms
初级 · 课程 · 1-4 周

Ball State University
您将获得的技能: Statistical Methods, Probability & Statistics, Statistical Modeling, Statistical Programming, Statistical Analysis, Probability Distribution, Statistical Inference, Bayesian Statistics, Data Science, Sampling (Statistics), Statistical Hypothesis Testing, R Programming, Dimensionality Reduction, Simulations, Statistical Visualization
攻读学位
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计分析, 概率与统计, R 语言程序设计(中文版), 机器学习算法, 预测建模, 数据展示, Plotly, 统计假设检验, 统计建模, 模型评估, 统计机器学习, 回归分析, GitHub, 机器学习, 统计推理, 探索性数据分析, Rmarkdown, 交互式数据可视化, 闪亮(R 套件), 数据可视化
中级 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: 预测建模, Python 程序设计, 人工神经网络, 随机森林算法, 分类算法, 降维, 数据转换, 无监督学习, 应用机器学习, Scikit-learn (机器学习库), 机器学习, 数据清理, 监督学习, 数据预处理
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: 数据驱动的决策制定, 负责任的人工智能, 预测建模, AI 赋能, AI 产品战略, Prompt Engineering, 数据综合, 数据伦理, 生成式人工智能, 数据预处理
中级 · 课程 · 1-4 周

您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization
中级 · 专项课程 · 3-6 个月

Corporate Finance Institute
您将获得的技能: Model Evaluation, Feature Engineering, Data Science, Data Analysis, Business Analytics, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis, Data Modeling, Statistical Analysis, Business Intelligence, Data Storytelling, Machine Learning, Exploratory Data Analysis, Data Preprocessing, Classification Algorithms
初级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Model Evaluation, A/B Testing, Matplotlib, Box Plots, Sampling (Statistics), Data Analysis, Regression Analysis, Statistical Inference, Data Visualization, Descriptive Statistics, Scikit Learn (Machine Learning Library), Data Science, Probability & Statistics, Estimation, Statistical Analysis, NumPy, Machine Learning, Python Programming
初级 · 专项课程 · 1-4 周