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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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    Packt

    SCS-C02: AWS Certified Security - Specialty

    Skills you'll gain: AWS Identity and Access Management (IAM), Key Management, Identity and Access Management, Single Sign-On (SSO), Amazon Web Services, Encryption, Amazon CloudWatch, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Infrastructure Security, Event Monitoring, Continuous Monitoring, Application Security, Security Management, Firewall, Amazon Elastic Compute Cloud, Computer Security Incident Management, Data Security, Incident Response, Compliance Management

    Beginner · Specialization · 1 - 3 Months

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    Packt

    Introduction to Fundamental Data Structures and Techniques

    Skills you'll gain: Data Structures, Algorithms, Programming Principles, Computational Thinking

    Intermediate · Course · 1 - 3 Months

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    Illinois Tech

    Open Source Programming - Bachelor's

    Skills you'll gain: Object Oriented Programming (OOP), Web Scraping, Object Oriented Design, Data Structures, Web Development Tools, Test Driven Development (TDD), Computer Programming, Python Programming, Scripting Languages, User Interface (UI), Open Source Technology, Programming Principles, Database Management, Database Application, Code Reusability, UI Components, File I/O, Frontend Integration

    4.8
    Rating, 4.8 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 3 Months

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    Simplilearn

    Foundations of Generative AI Models

    Skills you'll gain: Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Generative Adversarial Networks (GANs), Autoencoders, Model Training, Model Evaluation, Large Language Modeling, Real Time Data, Scalability, Responsible AI

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Hands-On Web App Pentesting

    Skills you'll gain: Penetration Testing, Open Web Application Security Project (OWASP), Web Applications, Vulnerability Scanning, Exploitation techniques, Vulnerability Assessments, Security Testing, Application Security, Test Tools, Web Servers, Content Management Systems, Application Programming Interface (API), Databases

    4.2
    Rating, 4.2 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Howard University

    Building Regression Models with Linear Algebra

    Skills you'll gain: Regression Analysis, Predictive Modeling, Mathematical Modeling, Predictive Analytics, Statistical Modeling, Statistical Methods, Applied Mathematics, Logistic Regression, Linear Algebra, Small Data, Model Evaluation, Statistical Programming

    4.7
    Rating, 4.7 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    ML Parameters Optimization: GridSearch, Bayesian, Random

    Skills you'll gain: Model Optimization, Model Evaluation, Scikit Learn (Machine Learning Library), Regression Analysis, Fine-tuning, Applied Machine Learning, Machine Learning, Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    Create C# App Inheritance, Composition, and Aggregation

    Skills you'll gain: Object Oriented Programming (OOP), C# (Programming Language), Code Reusability, Application Development, Data Structures, Linux

    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Status: Free Trial
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    Coursera

    TAM to Go/No-Go: Market Research and Growth Strategy

    Skills you'll gain: Market Share, Competitive Analysis, Trend Analysis, Return On Investment, Competitive Intelligence, Market Trend, Revenue Forecasting, Market Analysis, Demand Planning, Market Research, Growth Strategies, Forecasting, Go To Market Strategy, Business Strategy, Business Research, Market Opportunities, Data-Driven Decision-Making, Strategic Decision-Making, Analytical Skills, Research Methodologies

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Coursera

    Agentic AI Performance & Reliability

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Anomaly Detection, Model Evaluation, Dashboard, CI/CD, Data Visualization, DevOps, Continuous Monitoring, Data-Driven Decision-Making, Performance Analysis, Key Performance Indicators (KPIs), Statistical Analysis, Performance Tuning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Real Time Data, Automation, Agentic systems, Version Control

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Packt

    Advanced Linux Networking and Security

    Skills you'll gain: Linux Administration, Docker (Software), Containerization, Linux, Devops Tools, Network Troubleshooting, Linux Servers, Linux Commands, Ansible, Kubernetes, Infrastructure as Code (IaC), Operating System Administration, Network Monitoring, Network Administration, System Configuration, Remote Access Systems, Multi-Factor Authentication, Network Protocols, Network Security, Hardening

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Advanced · Course · 1 - 4 Weeks

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    ISC2

    Foundations of Governance, Risk, and Compliance

    Skills you'll gain: Security Controls, Governance Risk Management and Compliance, Risk Control, Risk Management, Risk Management Framework, Compliance Management, Compliance Auditing, Cyber Governance, Enterprise Risk Management (ERM), Data Security, Information Privacy, Continuous Monitoring, Auditing, Information Systems Security, Regulatory Compliance, Risk Analysis, Governance, Document Management, Scope Management, Asset Protection

    Beginner · Course · 1 - 3 Months

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

  • SCS-C02: AWS Certified Security - Specialty: Packt
  • Introduction to Fundamental Data Structures and Techniques: Packt
  • Open Source Programming - Bachelor's: Illinois Tech
  • Foundations of Generative AI Models: Simplilearn
  • Hands-On Web App Pentesting: Packt
  • Building Regression Models with Linear Algebra: Howard University
  • ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera
  • Create C# App Inheritance, Composition, and Aggregation: Coursera
  • TAM to Go/No-Go: Market Research and Growth Strategy: Coursera
  • Agentic AI Performance & Reliability: Coursera

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