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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


  • C

    Coursera

    Hyperparameter Tuning with Keras Tuner

    Skills you'll gain: Keras (Neural Network Library), Model Optimization, Artificial Neural Networks, Applied Machine Learning, Model Training, Deep Learning, Python Programming, Performance Tuning, Machine Learning

    4.6 stars, 71 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (71) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Coursera

    Digging Deeper into Audience Reports in Google Analytics

    Skills you'll gain: Google Analytics, Driving engagement, Web Analytics, Benchmarking, Drive Engagement, Customer Engagement, Customer Analysis, Performance Analysis, Target Audience, Performance Measurement, Performance Reporting, Journey Mapping, Customer Retention, Trend Analysis, Marketing

    4.6 stars, 55 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (55) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • J

    Johns Hopkins University

    مجموعة أدوات عالم البيانات

    Skills you'll gain: Version Control, GitHub, Git (Version Control System), Data Transformation, Data Science, Data Analysis, R (Software), R Programming, Software Installation

    4.7 stars, 107 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (107) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    Sungkyunkwan University

    Fundamentals of CNNs and RNNs

    Skills you'll gain: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Image Analysis, Computer Vision, Artificial Neural Networks, Natural Language Processing, Deep Learning, Machine Learning

    4.4 stars, 40 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (40) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado System

    Clinical Natural Language Processing

    Skills you'll gain: Natural Language Processing, grep, Text Mining, Clinical Informatics, Clinical Documentation, R (Software), R Programming, Google Cloud Platform, Health Informatics, Unstructured Data, Data Processing

    3.7 stars, 23 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.7 (23) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Statistics and Data Analysis with Excel: Intermediate

    Skills you'll gain: Pivot Tables And Charts, Data Visualization, Statistical Inference, Data Visualization Software, Data Presentation, Correlation Analysis, Microsoft Excel, Spreadsheet Software, Statistics, Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Statistical Methods, Excel Formulas, Statistical Analysis, Sampling (Statistics), Data Analysis Software, Descriptive Statistics, Predictive Modeling, Variance Analysis

    4.6 stars, 22 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (22) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Machine Learning and NLP Basics

    Skills you'll gain: Machine Learning Methods, Tensorflow, Predictive Modeling, Machine Learning, Text Mining, Deep Learning, Machine Learning Algorithms, Natural Language Processing, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Artificial Intelligence, AI literacy, Classification Algorithms, Data Science, Model Training, Artificial Neural Networks, Data Preprocessing, Model Optimization

    3.4 stars, 34 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.4 (34) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Data Visualization and Transformation with R

    Skills you'll gain: Exploratory Data Analysis, R (Software), Ggplot2, Statistical Reporting, Data Visualization Software, Tidyverse (R Package), Data Visualization, Version Control, Data Analysis, Plot (Graphics), Scientific Visualization, Statistics, Statistical Visualization, Data Wrangling, Data Science, R Programming, GitHub, Data Transformation, Statistical Analysis, Statistical Programming

    4.7 stars, 31 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (31) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Modeling with Power BI: Advanced DAX Calculations

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Business Requirements, Financial Data, Data Modeling, Financial Analysis, Data Visualization Software, Time Series Analysis and Forecasting, Data Visualization, Data Import/Export

    4.5 stars, 21 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (21) · Intermediate · Guided Project · Less Than 2 Hours

  • B

    Birla Institute of Technology & Science, Pilani

    Probability and Statistics

    Skills you'll gain: Data Analysis, Statistical Analysis, Statistical Methods, Analysis, Quantitative Research, Data Visualization, Predictive Modeling, Applied Mathematics

    4.3 stars, 12 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (12) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • P

    Packt

    Foundations of Data Analysis with Pandas and Python

    Skills you'll gain: Data Import/Export, Pandas (Python Package), Pivot Tables And Charts, Jupyter, Microsoft Excel, Data Analysis, Data Manipulation, Data Wrangling, Programming Principles, Python Programming, Data Structures, Development Environment, Package and Software Management, Software Installation, Object Oriented Programming (OOP)

    4.7 stars, 32 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (32) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Human Decision Making and its Biases

    Skills you'll gain: Decision Making, Critical Thinking, Critical Thinking and Problem Solving, Analytical Skills, Data-Driven Decision-Making, Behavioral Economics, Case Studies, Data Analysis, Artificial Intelligence, Emotional Intelligence, Self-Awareness, Psychology, Communication, Algorithms

    4.9 stars, 45 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (45) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data science courses

  • Hyperparameter Tuning with Keras Tuner: Coursera
  • Digging Deeper into Audience Reports in Google Analytics: Coursera
  • مجموعة أدوات عالم البيانات: Johns Hopkins University
  • Fundamentals of CNNs and RNNs: Sungkyunkwan University
  • Clinical Natural Language Processing: University of Colorado System
  • Statistics and Data Analysis with Excel: Intermediate: Macquarie University
  • Machine Learning and NLP Basics: Edureka
  • Data Visualization and Transformation with R: Duke University
  • Data Modeling with Power BI: Advanced DAX Calculations: Coursera
  • Probability and Statistics: Birla Institute of Technology & Science, Pilani

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