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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


  • Status: Free Trial
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    Coursera

    Optimize Java Memory for ML Performance

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Containerization, Model Optimization, Performance Tuning, Memory Management, Docker (Software), Java, Java Programming, Artificial Intelligence and Machine Learning (AI/ML), Analysis, Data Structures

    Advanced · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Build Predictive & Supervised Models

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Business Metrics, Model Training, Feature Engineering, Predictive Modeling, Random Forest Algorithm, Supervised Learning, Scikit Learn (Machine Learning Library), Performance Metric, Machine Learning Algorithms, Regression Analysis, Continuous Monitoring, Statistical Methods

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Transformers and NLP: Fine-Tuning Models with Hugging Face

    Skills you'll gain: Model Evaluation, Fine-tuning, Model Optimization, Hugging Face, Model Deployment, Model Training, Transfer Learning, Natural Language Processing, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, LLM Application, Generative Model Architectures, Data Preprocessing, Data Pipelines, Version Control, Git (Version Control System)

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
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    Google Cloud

    ML Pipelines on Google Cloud - 日本語版

    Skills you'll gain: Google Cloud Platform, CI/CD, MLOps (Machine Learning Operations), Data Pipelines, Tensorflow, Continuous Deployment, Model Deployment, Model Training, Metadata Management, AI Orchestration, PyTorch (Machine Learning Library)

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    Machine Learning Projects in R with Caret

    Skills you'll gain: Data Preprocessing, Applied Machine Learning, Unsupervised Learning, Machine Learning Methods, Correlation Analysis, Data Cleansing, R Programming, Data Quality, Machine Learning Software, Machine Learning, Data Validation, Data Wrangling, Machine Learning Algorithms, Data Integrity, Data Import/Export

    Mixed · Course · 1 - 4 Weeks

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    Edureka

    UX & SEO Analytics: Hotjar, Ahrefs & Competitor Intelligence

    Skills you'll gain: Web Analytics and SEO, Keyword Research, Web Analytics, Competitive Intelligence, Digital Analysis, Competitive Analysis, Search Engine Optimization, User Research, User Experience, User Experience Design, UI/UX Research, Search Engine Marketing, Digital Marketing Tools, Digital Marketing, Content Strategy, Market Analysis, Content Marketing, Marketing, Strategic Marketing, Marketing Planning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Simplilearn

    Master the Basics of Digital Analytics Training

    Skills you'll gain: Digital Analysis, Data-Driven Decision-Making, Web Analytics, Data-Driven Marketing, Performance Metric, Performance Analysis, Operational Efficiency, Business Analytics, Data Literacy, Analytics, Marketing Strategies, Data Analysis, Business Analysis, Customer Insights

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Build Interactive Sales Dashboards in Excel

    Skills you'll gain: Dashboard, Dashboard Creation, Performance Analysis, Microsoft Excel, Trend Analysis, Forecasting, Performance Metric, Business Reporting, Data Visualization, Predictive Modeling, Excel Macros, Statistical Analysis, Excel Formulas, Business Modeling, Analysis, Probability & Statistics, Business Analysis

    Mixed · Course · 1 - 3 Months

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    Microsoft

    Scenario and Root Cause Analysis with Generative AI

    Skills you'll gain: Responsible AI, Risk Analysis, Risk Mitigation, Generative AI, Risk Management, Data-Driven Decision-Making, Strategic Decision-Making, Scenario Testing, Data Strategy, Root Cause Analysis, Trend Analysis, Data Analysis, Business Analysis, Prompt Engineering, Predictive Analytics, Business Intelligence, Problem Solving, Data Visualization, Machine Learning, Process Improvement

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Evaluate Storage for Data Warehousing Success

    Skills you'll gain: Data Warehousing, Data Architecture, Star Schema, Apache Hive, Snowflake Schema, Amazon Redshift, Data Storage, Performance Tuning, Data Storage Technologies, Performance Testing, Data Processing, Analysis, Analytics, Query Languages

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Image Classification with Keras: Build & Optimize

    Skills you'll gain: Keras (Neural Network Library), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Image Analysis, Model Optimization, Model Training, Fine-tuning, Computer Vision, Deep Learning, Data Preprocessing, Jupyter

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Automate Your Reports with Ease

    Skills you'll gain: Digital Marketing Tools, Marketing Automation, Scheduling, Management Reporting, Business Reporting, Performance Reporting, Automation, Stakeholder Communications, Scalability

    Beginner · Course · 1 - 4 Weeks

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

  • Optimize Java Memory for ML Performance: Coursera
  • Build Predictive & Supervised Models: Coursera
  • Transformers and NLP: Fine-Tuning Models with Hugging Face: Board Infinity
  • ML Pipelines on Google Cloud - 日本語版: Google Cloud
  • Machine Learning Projects in R with Caret: EDUCBA
  • UX & SEO Analytics: Hotjar, Ahrefs & Competitor Intelligence: Edureka
  • Master the Basics of Digital Analytics Training: Simplilearn
  • Build Interactive Sales Dashboards in Excel: EDUCBA
  • Scenario and Root Cause Analysis with Generative AI: Microsoft
  • Evaluate Storage for Data Warehousing Success: Coursera

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