Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库,用于实践项目。

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

您将获得的技能: Apache Spark, PySpark, Retrieval-Augmented Generation, OpenAI API, Generative AI, Model Evaluation, Data Preprocessing, Large Language Modeling, Generative Adversarial Networks (GANs), Predictive Modeling, Matplotlib, Keras (Neural Network Library), Transfer Learning, Deep Learning, ChatGPT, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 卷积神经网络, PyTorch(机器学习库), 拥抱的脸, 人工智能和机器学习(AI/ML), 自然语言处理, 计算机视觉, 应用机器学习, 监督学习, 深度学习, 调试, 迁移学习, Keras(神经网络库), 数据预处理, 机器学习, 嵌入, 性能调整, 图像分析, 人工神经网络, 张力流, 递归神经网络 (RNN)
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中级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: Data Storytelling, Data Analysis Expressions (DAX), Data Presentation, Power BI, Data Ethics, Dashboard, Data Modeling, Data Governance, Extract, Transform, Load, Data Visualization, Interactive Data Visualization, Business Intelligence, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Data Architecture, Data Cleansing, Data Transformation, Database Design
初级 · 专业证书 · 3-6 个月

您将获得的技能: Matplotlib, NumPy, Data Visualization, Data Manipulation, Linear Algebra, Seaborn, Natural Language Processing, Deep Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Data Preprocessing, Data Science, Regression Analysis, Data Structures, Logistic Regression
中级 · 课程 · 1-3 个月

Maven Analytics
您将获得的技能: Prompt Engineering, Generative AI, ChatGPT, Power BI, Deep Learning, Excel Formulas, Analytics, Google Sheets, AI Enablement, Microsoft Excel, Artificial Intelligence, Data Analysis, Python Programming, SQL, Data Literacy, Query Languages, Business Intelligence, Data Science, Debugging
初级 · 课程 · 1-3 个月

您将获得的技能: AWS SageMaker, Unsupervised Learning, Feature Engineering, Time Series Analysis and Forecasting, Model Deployment, Cloud Deployment, Amazon Web Services, Applied Machine Learning, Trend Analysis, Amazon Redshift, Advanced Analytics, Machine Learning Methods, Amazon S3, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Model Evaluation, Statistical Analysis, Forecasting, MLOps (Machine Learning Operations), Predictive Analytics
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution, Calculus
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Python 程序设计, 卷积神经网络, 监督学习, 应用机器学习, 线性代数, 深度学习, 人工神经网络, 微积分, 递归神经网络 (RNN)
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 人工智能, 生成式人工智能, 数据科学, 自然语言处理, 负责任的人工智能, 人工智能和机器学习(AI/ML), 模型部署, Prompt Engineering, 工作流程管理, 原型设计, IBM 云, 提示模式, 自助服务技术, 深度学习, ChatGPT, 无代码开发, 机器学习软件, AI 工作流程, 应用程序部署, 机器学习
初级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 生成式人工智能, 负责任的人工智能, 数据科学, 数据伦理, 人工智能和机器学习(AI/ML), Prompt Engineering, 预测建模, ChatGPT, 功能工程, 原型设计, 数据综合, AI 工作流程, 数据分析, AI 赋能, 探索性数据分析, 提示模式, 数据预处理, 深度学习, 机器学习, 数据可视化
中级 · 专项课程 · 1-3 个月

您将获得的技能: A/B Testing, Pandas (Python Package), Matplotlib, Plotly, Data Visualization, Statistical Methods, GitHub, Data Manipulation, Version Control, Statistical Analysis, Data Science, Python Programming, NumPy, Data Analysis, Jupyter, Programming Principles, Data Cleansing, Exploratory Data Analysis, Scripting
初级 · 课程 · 1-3 个月