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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

    Calibrate and Serve Confident AI Predictions

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), AI Workflows, Applied Machine Learning, Model Optimization, Data Pipelines, Responsible AI, Statistical Modeling

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Time Series Analysis with Spark

    Skills you'll gain: Model Deployment, Apache Spark, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Big Data, Feature Engineering, Statistical Analysis, Distributed Computing, Forecasting, Anomaly Detection, Generative AI, Predictive Modeling, Model Training, Exploratory Data Analysis, Data Pipelines, Model Evaluation, Data Cleansing, Data Transformation, Data Quality, Statistical Modeling

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Apply Bash and AWK for Practical Data Analytics

    Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Data Wrangling, Data Analysis, Data Cleansing, Unix Commands, Data Transformation, Data Processing, Command-Line Interface, Data Quality, Scripting, Exploratory Data Analysis, Data Manipulation, Linux Commands, Analysis, Scripting Languages, Query Languages, Advanced Analytics

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Uncover Causal Impacts Fast

    Skills you'll gain: Statistical Inference, Business Analytics, Data-Driven Decision-Making, Data Analysis, Regression Analysis, Estimation, Statistical Analysis, Statistical Methods, Correlation Analysis, Marketing Analytics, Data Validation, Program Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Optimize and Manage Your ML Codebase

    Skills you'll gain: MLOps (Machine Learning Operations), Model Optimization, Version Control, Model Deployment, CI/CD, Git (Version Control System), Continuous Deployment, Performance Tuning, Continuous Integration, Software Versioning, Release Management, Continuous Delivery, Performance Testing, PyTorch (Machine Learning Library), Test Automation, Performance Improvement

    Intermediate · Course · 1 - 4 Weeks

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    Logical Operations

    Crystal Reports: SQL Statements and Complex Formulas

    Skills you'll gain: SQL, Query Languages, Microsoft Access, Data Presentation, Business Reporting, Relational Databases, Data Manipulation, Business Intelligence Software, Data Analysis Software, Data Analysis, Business Intelligence

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Advancing Your Career in Computer Vision Engineering

    Skills you'll gain: Model Optimization, Fine-tuning, Model Deployment, Data Preprocessing, Model Training, Model Evaluation, Technical Communication, Computer Vision, Image Analysis, Application Deployment, Technical Documentation, Technical Writing, Professional Development, Professional Networking, Artificial Intelligence and Machine Learning (AI/ML), Data Pipelines, Storytelling

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Integrate Embeddings and Chroma

    Skills you'll gain: Vector Databases, AI Integrations, LangChain, Data Integration, Retrieval-Augmented Generation, Prompt Engineering, AI Orchestration

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Serverless Data Processing with Dataflow: Operations em Português Brasileiro

    Skills you'll gain: Dataflow, Data Pipelines, Debugging, Google Cloud Platform, Data Integrity, CI/CD, Performance Tuning, Data Processing, System Monitoring, Serverless Computing, Event Monitoring, Unit Testing, Disaster Recovery, Application Deployment, Integration Testing

    Advanced · Course · 1 - 3 Months

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    EDUCBA

    Apply Hypothesis Testing with Minitab for Data Analysis

    Skills you'll gain: Business Analytics, Statistical Software, Data-Driven Decision-Making, Analytical Skills

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Advanced Data Using Minitab Regression Models

    Skills you'll gain: Classification And Regression Tree (CART), Minitab, Decision Tree Learning, Regression Analysis, Predictive Modeling, Statistical Modeling, Business Analytics, Statistical Methods, Advanced Analytics, Logistic Regression, Data-Driven Decision-Making, Scatter Plots, Plot (Graphics), Model Evaluation, Exploratory Data Analysis, Statistical Analysis, Case Studies, Responsible AI

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Mastering SAS ODS: Create, Customize & Deliver Reports

    Skills you'll gain: Report Writing, SAS (Software), Data Store, Microsoft Excel, Business Reporting, Management Reporting, Spreadsheet Software, Data Presentation, HTML and CSS, Microsoft Word, Data Import/Export, Hypertext Markup Language (HTML), Cascading Style Sheets (CSS), Graphing

    Intermediate · Course · 1 - 3 Months

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

  • Calibrate and Serve Confident AI Predictions: Coursera
  • Time Series Analysis with Spark: Packt
  • Apply Bash and AWK for Practical Data Analytics: EDUCBA
  • Uncover Causal Impacts Fast: Coursera
  • Optimize and Manage Your ML Codebase: Coursera
  • Crystal Reports: SQL Statements and Complex Formulas: Logical Operations
  • Advancing Your Career in Computer Vision Engineering: Coursera
  • Integrate Embeddings and Chroma: Coursera
  • Serverless Data Processing with Dataflow: Operations em Português Brasileiro: Google Cloud
  • Apply Hypothesis Testing with Minitab for Data Analysis: EDUCBA

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