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 London
您将获得的技能: Computational Logic, Algorithms, Arithmetic, Applied Mathematics, Advanced Mathematics, Mathematics and Mathematical Modeling, Deductive Reasoning, Mathematical Theory & Analysis, Trigonometry, Geometry, Statistics, General Mathematics, Graphing, Computer Science, Mathematical Modeling, Programming Principles, Business Mathematics, Business Logic, Algebra, Problem Solving
★ 3.5 (8) · 初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 数据科学, 数据分析, 数学理论与分析, 线性代数, 数值分析, 概率与统计, 应用数学, 统计方法, 微积分, 制图, 衍生产品, 代数, 积分微积分, 普通数学
★ 4.5 (480) · 中级 · 专项课程 · 3-6 个月

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, Applied Machine Learning, Scikit Learn (Machine Learning Library)
★ 4.3 (9) · 中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Precision Medicine, Game Theory, Reinforcement Learning, Data-Driven Decision-Making, Clinical Trials, Bioinformatics, Image Analysis, Markov Model, Bayesian Statistics, Data Analysis, Time Series Analysis and Forecasting, Decision Making, Data Science, Biostatistics, Strategic Decision-Making, Clinical Research, Statistical Methods, Cyber Security Strategy, Decision Intelligence, Statistical Analysis
中级 · 专项课程 · 3-6 个月

University of London
您将获得的技能: Machine Learning Algorithms, Data Literacy, Unsupervised Learning, Data Science, Applied Machine Learning, Machine Learning
★ 4.6 (84) · 初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 数据科学, 统计推理, R(软件), 统计编程, 统计分析, 数据分析, 回归分析, 预测建模, 一般科学与研究, 预测分析, 统计方法, 概率与统计, R 程序设计, 统计假设检验, 统计建模, 数据伦理, 实验, 统计软件, 相关性分析, 研究设计
★ 4.1 (62) · 中级 · 专项课程 · 3-6 个月

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, Model Optimization, Deep Learning, A/B Testing, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization
★ 4.1 (37) · 中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Model Evaluation, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Statistical Machine Learning, Data Science, Decision Tree Learning, Statistical Methods, Classification And Regression Tree (CART), Artificial Neural Networks, Statistical Analysis, Regression Analysis, Predictive Modeling, Machine Learning Methods, Classification Algorithms, Supervised Learning, R Programming, Statistical Inference, Machine Learning Algorithms, Dimensionality Reduction
★ 4.1 (21) · 中级 · 专项课程 · 3-6 个月

EDHEC Business School
您将获得的技能: 经济学, 工程学, 可持续发展, 能源与公用事业, 数学建模, 可持续技术, 环境, 可持续工程, 电力, 物理学, 缓解, 环境工程, 环境监测, 减缓气候变化, 气候变化计划, 环境科学, 测量系统
★ 4.8 (242) · 初级 · 课程 · 1-4 周

您将获得的技能: Shiny (R Package), PyTorch (Machine Learning Library), Dashboard, Dashboard Creation, Python Programming, Interactive Data Visualization, Data Visualization, Data Visualization Software, Pandas (Python Package), Image Analysis, Applied Machine Learning, AI Workflows, Machine Learning Methods, Data Science, Computer Programming, Web Frameworks, Application Development, UI Components, Web Development Tools, User Interface (UI)
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, Ethical Standards And Conduct, Data Science, Data Collection, Personally Identifiable Information, Information Privacy, Algorithms
★ 4.9 (10) · 初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Presentation, SQL, Data Visualization Software, Database Design, AWS SageMaker, Unsupervised Learning, Data Visualization, Interactive Data Visualization, Dashboard, Feature Engineering, Database Management, Exploratory Data Analysis, A/B Testing, Tableau Software, Pandas (Python Package), Matplotlib, Python Programming, Data Analysis, Machine Learning
★ 3.8 (27) · 初级 · 专业证书 · 3-6 个月