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Cours en Data Science

Les cours en data science peuvent vous aider à comprendre comment analyser des données, créer des modèles et évaluer leurs performances. Vous pouvez développer des compétences en statistique, apprentissage automatique, préparation des données et visualisation. De nombreux cours utilisent des langages et bibliothèques courants pour travailler sur des projets pratiques.

Cours et certificats populaires en Data Science


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    Coursera

    Apply Data Lake Transactions & Versioning

    Skills you'll gain: Data Lakes, Data Management, Data Pipelines, Database Theory, Cloud Storage

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Automate Pivot Table Problem Solutions

    Skills you'll gain: Business Reporting, Project Documentation, Data Presentation, Data Visualization Software

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Processing and Analyzing Big Data in AWS

    Skills you'll gain: Amazon Redshift, AWS SageMaker, AWS Kinesis, Data Pipelines, Apache Spark, Amazon Web Services, Big Data, Apache Hive, Kibana, Data Warehousing, Data Processing, Model Deployment, Data Migration, Extract, Transform, Load, Real Time Data, Ad Hoc Analysis, Data Transformation, Cloud Computing, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Visualize Data Using Tableau Desktop

    Skills you'll gain: Tableau Software, Data Presentation, Presentations, Data Storytelling, Interactive Data Visualization, Dashboard, Data Visualization Software, Dashboard Creation, Data Visualization, Advanced Analytics, Data Analysis, Statistical Visualization, Analytics, Data-Driven Decision-Making, Data Access, Storytelling, Data Integration, Data Management

    Beginner · Course · 1 - 3 Months

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    Coursera

    Reproduce and Evaluate AI Research Workflows

    Skills you'll gain: Configuration Management, Experimentation, Software Documentation, Software Versioning, Software Configuration Management, Collaborative Software, Workflow Management, Development Environment

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Update Your Data Warehouse Incrementally

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Data Pipelines, Data Integration, Data Processing, Data Quality

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Predictive Models: Build, Explore Data & Deploy

    Skills you'll gain: Model Evaluation, Predictive Modeling, Model Optimization, Data Preprocessing, Model Training, Model Deployment, Forecasting, Statistical Analysis, Performance Metric, Machine Learning, Deposit Accounts

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Data Visualization in Tableau & Python (2 Courses in 1)

    Skills you'll gain: Data Visualization Software, Data Presentation, Interactive Data Visualization, Data Storytelling, Seaborn, Tableau Software, Statistical Visualization, Dashboard, Matplotlib, Dashboard Creation, Plot (Graphics), Heat Maps, Scatter Plots, Histogram, Data Mapping, Graphing

    Intermediate · Course · 1 - 3 Months

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    Pragmatic AI Labs

    AI-Powered Analytics and Performance Engineering

    Skills you'll gain: Amazon Bedrock, Serverless Computing, AWS SageMaker, Generative AI, AI Integrations, Token Optimization, AI Workflows, Amazon Web Services, Rust (Programming Language), Analytics, Anomaly Detection, Development Environment, Performance Analysis, Python Programming, Operational Efficiency, Data Wrangling, Scripting Languages, Benchmarking, Cost Reduction

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Design Data Models for BI Reporting

    Skills you'll gain: Star Schema, Data Modeling, Database Design, Data Warehousing, Dashboard, Business Reporting, Dashboard Creation, Business Intelligence, Business Process, Business Intelligence Software, Self Service Technologies, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Mastering NLP: Foundations, ML & LLMs

    Skills you'll gain: Large Language Modeling, Retrieval-Augmented Generation, LangChain, LLM Application, Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Embeddings, Deep Learning, Generative AI, Fine-tuning, Artificial Intelligence, Classification Algorithms, Machine Learning Methods, Data Preprocessing, Applied Machine Learning, Machine Learning, Model Optimization, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Analyze Supply Chain Demand Trends Using Heatmaps & Clusters

    Skills you'll gain: Advanced Analytics, Supply Chain Management, Data Transformation, Business Analytics, Statistical Visualization, Data Mining

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular data science courses

  • Apply Data Lake Transactions & Versioning: Coursera
  • Analyze and Automate Pivot Table Problem Solutions: EDUCBA
  • Processing and Analyzing Big Data in AWS: Packt
  • Analyze and Visualize Data Using Tableau Desktop: EDUCBA
  • Reproduce and Evaluate AI Research Workflows: Coursera
  • Update Your Data Warehouse Incrementally: Coursera
  • Predictive Models: Build, Explore Data & Deploy: EDUCBA
  • Data Visualization in Tableau & Python (2 Courses in 1): Packt
  • AI-Powered Analytics and Performance Engineering: Pragmatic AI Labs
  • Design Data Models for BI Reporting: Coursera

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