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  • Data Science

Data Science 课程

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。


Data Science 热门课程和证书


  • C

    Coursera

    Harden AI: Patch and Recover Incidents Fast

    您将获得的技能: Incident Response, AI Security, Incident Management, Model Deployment, Site Reliability Engineering, Patch Management, MLOps (Machine Learning Operations), System Monitoring, Problem Management, Computer Security Incident Management, Responsible AI, Continuous Monitoring, Dependency Analysis, Disaster Recovery, Anomaly Detection, Application Deployment, Automation, Dashboard

    中级 · 课程 · 1-4 周

  • C

    Coursera

    Optimize SQL Queries: Uncover Performance Bottlenecks

    高级设置 · 课程 · 1-4 周

  • C

    Coursera

    Evaluate & Swap Models in Java ML

    您将获得的技能: Model Evaluation, Data Preprocessing, MLOps (Machine Learning Operations), Classification Algorithms, Applied Machine Learning, Maintainability, Machine Learning Algorithms, Java, Software Architecture, Software Design Patterns, Logistic Regression, Business Metrics, Benchmarking, Decision Tree Learning, Matrix Management, Business

    中级 · 课程 · 1-4 周

  • E

    EDUCBA

    TensorFlow: Build & Deploy Face Mask Detection

    您将获得的技能: Tensorflow, Computer Vision, Model Evaluation, Deep Learning, Transfer Learning, Image Analysis, Model Deployment, Convolutional Neural Networks, Keras (Neural Network Library), Applied Machine Learning, Python Programming

    混合 · 课程 · 1-4 周

  • C

    Coursera

    Automate, Analyze, and AI Feedback

    您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Anomaly Detection, Predictive Analytics

    中级 · 课程 · 1-4 周

  • C

    Coursera

    Automate Your Reports with Ease

    您将获得的技能: Marketing Automation, Email Automation, Scheduling, Management Reporting, Performance Reporting, Automation, Stakeholder Communications, Report Writing, Scalability, Continuous Improvement Process

    初级 · 课程 · 1-4 周

  • C

    Coursera

    Benchmark & Optimize LLM App Performance

    您将获得的技能: LLM Application, Prompt Engineering, Performance Tuning, Performance Testing, Tool Calling, Responsible AI, A/B Testing, Application Performance Management, Retrieval-Augmented Generation, Model Evaluation, OpenAI API, Scalability, API Design

    中级 · 课程 · 1-4 周

  • C

    Coursera

    Build Robust Java ML Models with Entropy

    您将获得的技能: Model Evaluation, Model Deployment, Decision Tree Learning, Data Preprocessing, Classification Algorithms, Predictive Modeling, Random Forest Algorithm, Applied Machine Learning, Java, Program Evaluation, Machine Learning, Feature Engineering, Algorithms, Program Implementation, Business Development

    高级设置 · 课程 · 1-4 周

  • G

    Google Cloud

    Production Machine Learning Systems - Português Brasileiro

    您将获得的技能: Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Tensorflow, Performance Tuning, Model Evaluation, Systems Architecture, Data Validation, Machine Learning, Distributed Computing, Scalability, Hybrid Cloud Computing, Debugging

    高级设置 · 课程 · 1-3 个月

  • N

    Northeastern University

    Applied Natural Language Processing in Engineering Part 2

    您将获得的技能: Recurrent Neural Networks (RNNs), Large Language Modeling, Natural Language Processing, Hugging Face, PyTorch (Machine Learning Library), Transfer Learning, Artificial Neural Networks, Machine Learning Methods, Embeddings, Deep Learning, Applied Machine Learning

    混合 · 课程 · 1-3 个月

  • G

    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Italiano

    您将获得的技能: Tensorflow, Data Preprocessing, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Data Pipelines, Deep Learning, Artificial Neural Networks, Model Evaluation, Machine Learning

    中级 · 课程 · 1-3 个月

  • C

    Coursera

    Automate, Debug, and Customize SQL Databases

    高级设置 · 课程 · 1-4 周

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总之,以下是 10 最受欢迎的 data science 课程

  • Harden AI: Patch and Recover Incidents Fast: Coursera
  • Optimize SQL Queries: Uncover Performance Bottlenecks: Coursera
  • Evaluate & Swap Models in Java ML: Coursera
  • TensorFlow: Build & Deploy Face Mask Detection: EDUCBA
  • Automate, Analyze, and AI Feedback: Coursera
  • Automate Your Reports with Ease: Coursera
  • Benchmark & Optimize LLM App Performance: Coursera
  • Build Robust Java ML Models with Entropy: Coursera
  • Production Machine Learning Systems - Português Brasileiro : Google Cloud
  • Applied Natural Language Processing in Engineering Part 2: Northeastern University

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