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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


  • E

    EDUCBA

    Predictive Modeling with Python: Apply & Evaluate

    您将获得的技能: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Manipulation, Scikit Learn (Machine Learning Library), Data Transformation, Pandas (Python Package), NumPy

    混合 · 课程 · 1-3 个月

  • E

    EDUCBA

    Machine Learning Projects in R with Caret

    您将获得的技能: Data Preprocessing, Applied Machine Learning, Unsupervised Learning, Correlation Analysis, Data Cleansing, R Programming, Data Quality, Machine Learning, Machine Learning Algorithms, Data Manipulation, Data Mining, Exploratory Data Analysis, Data Integrity

    混合 · 课程 · 1-4 周

  • E

    EDUCBA

    Sentiment Analysis with RNNs in Keras

    您将获得的技能: Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Model Evaluation, Natural Language Processing, Text Mining, Data Preprocessing, Deep Learning, Tensorflow, Google Cloud Platform, Matplotlib

    混合 · 课程 · 1-4 周

  • C

    Coursera

    Optimize Java Memory for ML Performance

    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

  • C

    Coursera

    Automate Data Onboarding, Validate, and Govern

    中级 · 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

  • L

    Logical Operations

    Tableau Desktop: Part 1

    您将获得的技能: Tableau Software, Data Visualization Software, Data Storytelling, Dashboard, Interactive Data Visualization, Spreadsheet Software, Data Visualization, Data Presentation, Data Management, Data Analysis, Microsoft Excel, Data Sharing, Exploratory Data Analysis, Microsoft Office, Microsoft PowerPoint, Productivity Software, Data Preprocessing

    混合 · 课程 · 1-3 个月

  • E

    EDUCBA

    Talend Data Integration Studio: Intermediate

    您将获得的技能: Extract, Transform, Load, Data Pipelines, Data Integration, File Management, Scalability, Data Processing, Context Management, Java, Data Transformation, Maintainability

    混合 · 课程 · 1-4 周

  • P

    Packt

    Kibana 8.x – A Quick Start Guide to Data Analysis

    您将获得的技能: Kibana, Dashboard, Interactive Data Visualization, Data Visualization, Data Visualization Software, Grafana, Graphing, Data Analysis, Splunk, Real Time Data, Anomaly Detection, Applied Machine Learning, Time Series Analysis and Forecasting, Query Languages, SQL, Role-Based Access Control (RBAC), Qualitative Research

    初级 · 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

    Serverless Data Processing with Dataflow: Operations em Português Brasileiro

    您将获得的技能: Dataflow, Data Pipelines, Site Reliability Engineering, Debugging, Data Integrity, Performance Tuning, System Monitoring, CI/CD, Unit Testing, Data Processing, Google Cloud Platform, Disaster Recovery, Integration Testing

    高级设置 · 课程 · 1-3 个月

  • C

    Coursera

    Optimize AI: Build Robust Ensemble Models

    您将获得的技能: Model Deployment, Model Evaluation, Decision Tree Learning, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Applied Machine Learning, Analytics, A/B Testing, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Scalability, Machine Learning Algorithms, Random Forest Algorithm, Performance Testing, Performance Analysis, Statistical Analysis, Classification Algorithms

    中级 · 课程 · 1-4 周

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总之,以下是 10 最受欢迎的 data science 课程

  • Predictive Modeling with Python: Apply & Evaluate: EDUCBA
  • Machine Learning Projects in R with Caret: EDUCBA
  • Sentiment Analysis with RNNs in Keras: EDUCBA
  • Optimize Java Memory for ML Performance: Coursera
  • Automate Data Onboarding, Validate, and Govern: Coursera
  • Automate, Analyze, and AI Feedback: Coursera
  • Tableau Desktop: Part 1: Logical Operations
  • Talend Data Integration Studio: Intermediate: EDUCBA
  • Kibana 8.x – A Quick Start Guide to Data Analysis: Packt
  • Applied Natural Language Processing in Engineering Part 2: Northeastern University

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