Big Data 课程可以帮助您学习数据分析、数据可视化、统计建模和数据挖掘技术。您可以掌握解释大型数据集、设计数据驱动战略和使用 Machine Learning 算法的技能。许多课程会介绍 Hadoop、Spark 和 Tableau 等工具,这些工具支持处理海量信息并有效地呈现见解。此外,您还可以探索数据仓库、预测解析和数据使用的道德影响等主题。

Real Madrid Graduate School Universidad Europea
您将获得的技能: Large Language Modeling, Image Analysis, Real Time Data, Computer Vision, Advanced Analytics, AI Enablement, Reinforcement Learning, Data Analysis, Data-Driven Decision-Making, Artificial Intelligence, Analysis, Machine Learning, Automation, Data Presentation, Natural Language Processing, Supervised Learning, Innovation
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 深度学习, 迁移学习, 嵌入, 递归神经网络 (RNN), 拥抱的脸, 人工神经网络, 自然语言处理
中级 · 课程 · 1-4 周

SkillUp
您将获得的技能: Clinical Informatics, Clinical Research, Artificial Intelligence, MLOps (Machine Learning Operations), Health Informatics, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Data Analysis
中级 · 课程 · 1-4 周
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning
高级设置 · 专业证书 · 3-6 个月

您将获得的技能: Anomaly Detection, MLOps (Machine Learning Operations), Event Monitoring, Continuous Monitoring, System Monitoring, Unsupervised Learning, Threat Detection, Statistical Analysis, Exploratory Data Analysis, Trend Analysis, Real Time Data, Statistical Methods, Performance Tuning, Time Series Analysis and Forecasting
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 探索性数据分析, 数据清理, 回归分析, 数据预处理, 监督学习, 商业分析, 预测分析, 统计建模, 人工神经网络, 数据建模, 数据分析, 决策树学习, 逻辑回归, 数据可视化
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 预测建模, 无监督学习, 回归分析, 降维, 监督学习, 分类算法, Scikit-learn (机器学习库), 机器学习, Python 程序设计, 应用机器学习, 模型评估, 决策树学习, 逻辑回归, 功能工程
中级 · 课程 · 1-3 个月
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Containerization, Performance Tuning, Docker (Software), Java, Application Performance Management, Artificial Intelligence and Machine Learning (AI/ML), Analysis, Data Structures
高级设置 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 抽样(统计), 概率与统计, 统计假设检验, 统计分析, 概率分布, 统计建模, 数据分析, 样本量的确定, 统计推理, 统计方法, 贝叶斯统计, 概率, 统计
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: Google Analytics, Web Analytics and SEO, Search Engine Optimization, Web Analytics, Content Performance Analysis, Keyword Research, Prioritization, Data Import/Export, Workflow Management, Content Strategy, Data Integration, User Research, Performance Metric
初级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: 创造力, 验证和确认, LLM 申请, 大型语言模型, ChatGPT, AI 赋能, 生产率, 人工智能, 生成式人工智能, Prompt Engineering, 解决问题, OpenAI, 提示模式, 情境管理
初级 · 课程 · 1-3 个月

您将获得的技能: Transfer Learning, PyTorch (Machine Learning Library), Model Evaluation, Vision Transformer (ViT), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Convolutional Neural Networks, Unsupervised Learning, Autoencoders, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Logistic Regression, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Data Preprocessing, Model Deployment, Computer Vision
中级 · 专业证书 · 3-6 个月