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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


  • I

    Imperial College London

    Mathematics for Machine Learning: PCA

    Skills you'll gain: Dimensionality Reduction, NumPy, Unsupervised Learning, Statistical Methods, Descriptive Statistics, Jupyter, Statistics, Geometry, Linear Algebra, Data Transformation, Python Programming, Advanced Mathematics, Applied Mathematics, Calculus

    ★ 4 (3.2K) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Statistical Thinking & Predictive Modeling

    Skills you'll gain: Descriptive Statistics, Data Analysis, Predictive Modeling, Predictive Analytics, Data Literacy, Statistical Modeling, Business Analytics, Statistical Hypothesis Testing, Exploratory Data Analysis, Data-Driven Decision-Making, Customer Analysis, Statistical Machine Learning, Data Science, Model Evaluation, Scikit Learn (Machine Learning Library), Statistical Analysis, Feature Engineering, Data Visualization, Statistical Inference, Supervised Learning

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Power BI Bootcamp - Learn by Building a Real-World Project

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Modeling, Data Analysis, Business Intelligence, Star Schema, Data Transformation, Snowflake Schema, Data Visualization Software, Data Integration, Data Manipulation, Data Cleansing, Data Wrangling, Interactive Data Visualization, Dashboard Creation, Data Presentation, Business Reporting, Data Import/Export

    Intermediate · Course · 1 - 3 Months

  • G

    Google

    Create High-Fidelity Designs and Prototypes in Figma

    Skills you'll gain: Figma (Design Software), User Experience, User Interface and User Experience (UI/UX) Design, Graphic and Visual Design, User Experience Design, Usability, Mockups, Usability Testing, Interactive Design, User Interface (UI) Design, Design Elements And Principles, Interaction Design, Design Reviews, Prototyping, Systems Design, Technical Communication, Typography, Motion Graphics, Design Research, User Research

    ★ 4.8 (4.8K) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Spatial Analysis, 3D Data & Machine Learning

    Skills you'll gain: Model Evaluation, Spatial Analysis, Spatial Data Analysis, Geostatistics, Geospatial Mapping, Model Training, Geospatial Information and Technology, Geographic Information Systems, Applied Machine Learning, Image Analysis, Feature Engineering, Machine Learning Methods, Deep Learning, Data Preprocessing, Convolutional Neural Networks, Machine Learning, Data Processing, Fine-tuning, Data Validation, Data Analysis

    Beginner · Course · 3 - 6 Months

  • Y

    Yonsei University

    Emerging Technologies: From Smartphones to IoT to Big Data

    Skills you'll gain: Apache Spark, Augmented Reality, Cloud Computing Architecture, Big Data, Wireless Networks, Cloud Technologies, SPSS (Software), SPSS, Augmented and Virtual Reality (AR/VR), Cloud Computing, Cloud Services, Internet Of Things, Live Streaming, Analytics, Telecommunications, Multimedia, Emerging Technologies, Mobile Development, Apple iOS, Display Devices

    ★ 4.7 (2.2K) · Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Spark, Skew & Speed: Pipeline Performance Engineering

    Skills you'll gain: System Monitoring, Data Quality, Performance Tuning, Apache Spark, Data Validation, Data Pipelines, Query Languages, Debugging, Data Transformation, Anomaly Detection, PySpark, Performance Analysis, Extract, Transform, Load, Failure Analysis, SQL, Data Architecture, Data Processing, Benchmarking, Root Cause Analysis, Distributed Computing

    Advanced · Specialization · 3 - 6 Months

  • U

    University of Michigan

    Introduction to CSS3

    Skills you'll gain: Cascading Style Sheets (CSS), Web Content Accessibility Guidelines, HTML and CSS, Web Design, Web Design and Development, Responsive Web Design, Hypertext Markup Language (HTML), Web Development Tools, Web Development, Typography, Programming Principles, Debugging

    ★ 4.8 (9.7K) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Market Research Statistical Analysis & Data Visualization

    Skills you'll gain: Data Storytelling, Rmarkdown, Knitr, Data Visualization, Data Validation, Statistical Hypothesis Testing, Data Presentation, Dashboard, Data Synthesis, Dashboard Creation, Regression Analysis, Power BI, A/B Testing, Data Transformation, Market Research, Statistical Analysis, R Programming, Business Intelligence, Microsoft Excel, Surveys

    Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Power Pivot in Excel for Data Analysis

    Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Data Import/Export, Dashboard, Data Modeling, Spreadsheet Software, Dashboard Creation, Statistical Methods, Business Analytics, Business Intelligence, Statistical Analysis, Data Analysis, Interactive Data Visualization, Data Processing, Data Manipulation, Data-Driven Decision-Making, Data Preprocessing, Case Studies

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Advanced Excel Tools for Data Analysis

    Skills you'll gain: Pivot Tables And Charts, Dashboard, Dashboard Creation, Microsoft Excel, Financial Modeling, Excel Macros, Data Presentation, Interactive Data Visualization, Data Import/Export, Spreadsheet Software, Data Modeling, Data Literacy, Forecasting, Workflow Management, Statistical Methods, Excel Formulas, Simulation and Simulation Software, Data Storytelling, Finance, Data Analysis

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    SQL: Build & Trace Pipelines

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

    Advanced · Course · 1 - 4 Weeks

1…616263…834

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

  • Mathematics for Machine Learning: PCA: Imperial College London
  • Statistical Thinking & Predictive Modeling: Coursera
  • Power BI Bootcamp - Learn by Building a Real-World Project: Packt
  • Create High-Fidelity Designs and Prototypes in Figma: Google
  • Spatial Analysis, 3D Data & Machine Learning: Coursera
  • Emerging Technologies: From Smartphones to IoT to Big Data: Yonsei University
  • Spark, Skew & Speed: Pipeline Performance Engineering: Coursera
  • Introduction to CSS3: University of Michigan
  • Market Research Statistical Analysis & Data Visualization: Coursera
  • Power Pivot in Excel for Data Analysis: EDUCBA

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