Big Data Analytics 课程可以帮助您学习数据挖掘、统计分析、数据可视化和预测建模。您可以掌握解释复杂数据集、做出数据驱动决策和有效沟通见解的技能。许多课程都会介绍 Apache Hadoop、Spark 和 Tableau 等工具,这些工具支持处理大型数据集和可视化趋势,让您能够在各种业务环境中应用自己的解析技能。

Google Cloud
您将获得的技能: 张力流, 大数据, 数据流, 数据可视化软件, 数据库, 数据分析软件, 数据管道, 实时数据, Google 云端平台
高级设置 · 项目 · 不超过 2 小时

您将获得的技能: Large Language Modeling, LLM Application, Model Deployment, AI Enablement, Transfer Learning, Prompt Engineering, Generative AI, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), Responsible AI, Scalability, Machine Learning, Performance Tuning, Systems Integration
高级设置 · 课程 · 3-6 个月

您将获得的技能: LangGraph, AI Orchestration, Model Deployment, Retrieval-Augmented Generation, AI Workflows, Generative AI Agents, CrewAI, Agentic Workflows, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Agentic systems, OpenAI, Systems Integration, Tool Calling, Google Gemini, Workflow Management, Automation, Prompt Engineering, Responsible AI
中级 · 专项课程 · 1-3 个月

University of Alberta
您将获得的技能: 模型评估, 机器学习算法, 抽样(统计), 人工智能和机器学习(AI/ML), 强化学习, 模拟, 概率分布, 监督学习, 马尔可夫模型, 深度学习, 功能工程, 人工智能, 性能调整, 性能测试, 人工神经网络, Algorithm, 伪代码, 线性代数, 机器学习
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 机器学习算法, 网络架构, 计算机视觉, 模型评估, Machine Learning 方法, 卷积神经网络, 功能工程, 深度学习, 迁移学习, 分类算法, 可视化(计算机制图)
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 统计假设检验, 概率与统计, 抽样(统计), 统计方法, Matplotlib, Python 程序设计, 统计推理, NumPy, Jupyter, 贝叶斯统计, 统计分析
中级 · 课程 · 1-4 周

您将获得的技能: Package and Software Management, Data Science, Computer Programming, Mathematical Software
初级 · 课程 · 1-4 周

您将获得的技能: AWS SageMaker, Responsible AI, Artificial Intelligence, Machine Learning, Prompt Engineering, Amazon Web Services, Model Deployment, Supervised Learning, Computer Vision, Image Analysis, Model Evaluation, Unsupervised Learning, Data Preprocessing, Natural Language Processing, Deep Learning, Reinforcement Learning
初级 · 课程 · 1-4 周

您将获得的技能: Generative AI, Responsible AI, Large Language Modeling, Data Ethics, Machine Learning, Applied Machine Learning, Artificial Intelligence, Supervised Learning, Predictive Modeling, Artificial Neural Networks, Unsupervised Learning, Deep Learning, Reinforcement Learning
初级 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Hugging Face, Model Evaluation, Embeddings, Transfer Learning, Recurrent Neural Networks (RNNs), Model Deployment, Data Preprocessing, Performance Tuning
中级 · 课程 · 1-4 周

多位教师
您将获得的技能: Tensorflow, Keras (Neural Network Library), Machine Learning Methods, Model Evaluation, Machine Learning, Google Cloud Platform, Machine Learning Algorithms, Applied Machine Learning, Financial Trading, Reinforcement Learning, Recurrent Neural Networks (RNNs), Supervised Learning, Data Pipelines, Time Series Analysis and Forecasting, Statistical Machine Learning, Technical Analysis, Deep Learning, Securities Trading, Portfolio Management, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 专项课程 · 1-3 个月

IBM
您将获得的技能: 数据清理, 模型评估, 抽样(统计), Scikit-learn (机器学习库), 数据预处理, 监督学习, 性能指标, 逻辑回归, 功能工程, 决策树学习, 预测建模, 机器学习, 随机森林算法, 分类算法
中级 · 课程 · 1-3 个月