认知科学课程可以帮助您了解人类感知、语言处理、决策和神经网络。您可以培养批判性思维、数据分析和实验设计方面的技能,这些技能对于理解思维如何运作至关重要。许多课程都会介绍一些工具,如用于数据分析的 Python、用于研究的统计软件以及用于认知过程建模的模拟程序,让您能够在实际环境中应用所学知识。

University of Colorado Boulder
您将获得的技能: Python 程序设计, 数据操作, 数据科学, 软件包和软件管理, Matplotlib, 数据可视化软件, 数据导入/导出, 绘图(图形), Pandas(Python 软件包), NumPy, 柱状图, Seaborn, 数据可视化
中级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Databases, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Linear Algebra, Model Deployment, Data Governance, Regression Analysis, Data Analysis
获得学位
学位 · 1-4 年

Johns Hopkins University
您将获得的技能: 概率与统计, 数据转换, 探索性数据分析, R 语言程序设计(中文版), 逻辑回归, 数据管道, 统计假设检验, 统计方法, 统计推理, 数据预处理, 回归分析, 统计分析, 数据分析, 生物统计学, 生物信息学, 统计
混合 · 课程 · 1-4 周
CertNexus
您将获得的技能: 数据叙事, 利益相关者的参与, 机器学习, 沟通, 数据科学, 模型部署, 自动化, 数据展示, MLOps(机器学习 Operator), 数据驱动的决策制定, 项目关闭, 网络应用, 数据可视化, 利益攸关方沟通
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Mechanics, Engineering, Physics, Trigonometry, Calculus, Chemical Engineering, Mathematical Modeling, Electrical Power
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Bayesian Network, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Statistical Methods, Social Network Analysis, Applied Mathematics, Simulations, Data Science, Markov Model
中级 · 专项课程 · 3-6 个月

您将获得的技能: Marketing Analytics, Bayesian Statistics, Descriptive Statistics, Marketing Effectiveness, Statistical Hypothesis Testing, A/B Testing, Target Audience, Marketing Strategies, Statistical Inference, Sampling (Statistics), Data Collection, Data Modeling, Statistics, Advertising Campaigns, Campaign Management, Data Presentation, Marketing, Analytics, Performance marketing, Web Analytics
中级 · 专项课程 · 3-6 个月
CertNexus
您将获得的技能: 数据叙事, 探索性数据分析, 利益相关者的参与, 机器学习, 数据操作, 分类算法, 项目范围界定, 模型评估, 数据迁移, 商业分析, 数据清理, 无监督学习, 数据预处理, 统计分析, Jupyter, 业务重点, 摘录, 数据可视化, 数据分析
中级 · 专业证书 · 3-6 个月
University of Michigan
您将获得的技能: R (Software), Model Evaluation, Statistical Modeling, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistics, Scripting, Statistical Hypothesis Testing, Package and Software Management, Data Import/Export
初级 · 专项课程 · 1-3 个月

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
Microsoft
您将获得的技能: Prompt Engineering, 生成式人工智能, 模型部署, 负责任的人工智能, 信息隐私, 迁移学习, 广告, 大型语言模型, 功能工程, 数据伦理, AI 安全, 营销
中级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning
攻读学位
中级 · 专项课程 · 3-6 个月