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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

    Design Robust Data Models for Analytics

    Skills you'll gain: Star Schema, Snowflake Schema, Data Warehousing, Data Modeling, Database Design, Data Architecture, Performance Tuning, Model Optimization, Business Analytics, Performance Measurement, Performance Metric, Business Metrics, Descriptive Analytics, Business Reporting

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Advanced SQL for Data Pipeline Optimization

    Skills you'll gain: Data Pipelines, Data Validation, SQL, Extract, Transform, Load, Data Transformation, JSON, Data Processing, Data Warehousing, Query Languages, Data Integration, Data Integrity, Performance Testing, Performance Tuning, Data Quality, Verification And Validation, Dashboard, Systems Integration, Dimensionality Reduction

    Advanced · Course · 3 - 6 Months

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    Packt

    Microsoft Cybersecurity Architect Exam Ref SC-100

    Skills you'll gain: Endpoint Security, Zero Trust Network Access, IT Security Architecture, Data Security, Security Strategy, Cloud Security, Cyber Security Strategy, Microsoft Azure, Security Information and Event Management (SIEM), Cloud Platforms, Security Controls, Cybersecurity, Cyber Security Assessment, Cyber Threat Intelligence, Application Security, Cyber Operations, Cyber Security Policies, Infrastructure Security, Application Programming Interface (API), Identity and Access Management

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Toronto

    Self-Driving Cars

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Control Systems, Robotics, Embedded Software, Automation, Deep Learning, Software Architecture, Safety Assurance, Global Positioning Systems, Hardware Architecture, Systems Architecture, Network Routing, Graph Theory, Estimation, Algorithms, Simulations, Mathematical Modeling, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
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    3.6K reviews

    Advanced · Specialization · 3 - 6 Months

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    Packt

    Ethical Hacking and CompTIA PenTest+ V3 (PT0-003) Exam Prep

    Skills you'll gain: Penetration Testing, Metasploit, Exploitation techniques, Cloud Security, Vulnerability Scanning, Cyber Security Assessment, Network Security, Application Security, Vulnerability Assessments, Cybersecurity, Mobile Security, Human Factors (Security), Network Analysis, Scripting, Virtual Machines, Linux, Technical Communication

    Advanced · Course · 3 - 6 Months

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    Coursera

    SQL Data Quality, Security, and Governance

    Skills you'll gain: Data Governance, Data Strategy, Data Migration, Correlation Analysis, Security Controls, Data Quality, Data Infrastructure, Metadata Management, SQL, Data Integrity, Cyber Security Assessment, Data Security, Data Validation, Data Pipelines, Dashboard Creation, Data Warehousing, Dashboard, Statistical Analysis, Auditing, Root Cause Analysis

    Advanced · Course · 3 - 6 Months

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    LearnKartS

    Advanced Agentic AI: Production Data Architecture

    Skills you'll gain: Prompt Engineering, Agentic Workflows, MongoDB, Retrieval-Augmented Generation, Vector Databases, Generative AI Agents, Scalability, Model Context Protocol, Context Engineering, Data Architecture, Systems Design, Tool Calling, System Design and Implementation, Development Environment, Embeddings, PostgreSQL, Database Design, Object-Relational Mapping, Data Modeling, SQL

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Data Modeling and Lakehouse Architecture with SQL

    Skills you'll gain: Star Schema, Data Modeling, Data Architecture, Database Design, Data Lakes, Data Warehousing, Database Architecture and Administration, Enterprise Modeling, SQL, Data Pipelines, Diagram Design, Database Theory, Business Logic, Data Integrity, Semantic Web, Data Storage, Business Metrics, Dimensionality Reduction, Resource Utilization, Issue Tracking

    Advanced · Course · 3 - 6 Months

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    Packt

    Advanced Strategy and Automation for Trading Bots

    Skills you'll gain: Technical Analysis, Financial Trading, Regression Analysis, Business Process Automation, Trend Analysis, Market Data, Predictive Modeling, Market Trend, Advanced Analytics, Securities Trading, Computational Logic, Automation, Data-Driven Decision-Making, Market Dynamics, Decision Intelligence, Financial Market, Workflow Management, Back-End Web Development, Data Visualization, Algorithms

    Advanced · Course · 1 - 3 Months

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    IBM

    RAG and Agentic AI Capstone Project

    Skills you'll gain: Model Context Protocol, Retrieval-Augmented Generation, Generative AI, AI Workflows, LLM Application, Generative AI Agents, AI Orchestration, Multimodal Prompts, Agentic Workflows, Embeddings, JSON, Tool Calling, Large Language Modeling, Agentic systems, Vector Databases, Unstructured Data, System Testing

    3.9
    Rating, 3.9 out of 5 stars
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    7 reviews

    Advanced · Course · 1 - 3 Months

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    Coursera

    Advanced Negotiation Strategies for Procurement Leaders

    Skills you'll gain: Procurement, Strategic Sourcing, Contract Negotiation, Negotiation, Price Negotiation, Supplier Management, Supplier Relationship Management, Proposal Development, Cost Estimation, Estimation, Cost Reduction, Cost Benefit Analysis, Microsoft Excel, Data-Driven Decision-Making, Risk Management, Service Level

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    SQL: Build & Trace Pipelines

    Skills you'll gain: Data Maintenance, Dataflow, Dependency Analysis

    Advanced · Course · 1 - 4 Weeks

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

  • Design Robust Data Models for Analytics: Coursera
  • Advanced SQL for Data Pipeline Optimization: Coursera
  • Microsoft Cybersecurity Architect Exam Ref SC-100: Packt
  • Self-Driving Cars: University of Toronto
  • Ethical Hacking and CompTIA PenTest+ V3 (PT0-003) Exam Prep: Packt
  • SQL Data Quality, Security, and Governance: Coursera
  • Advanced Agentic AI: Production Data Architecture: LearnKartS
  • Data Modeling and Lakehouse Architecture with SQL: Coursera
  • Advanced Strategy and Automation for Trading Bots: Packt
  • RAG and Agentic AI Capstone Project: IBM

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