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Big Data Courses

Big Data courses can help you learn data analysis, data visualization, statistical modeling, and data mining techniques. You can build skills in interpreting large datasets, designing data-driven strategies, and utilizing machine learning algorithms. Many courses introduce tools like Hadoop, Spark, and Tableau, that support processing vast amounts of information and presenting insights effectively. Additionally, you may explore topics such as data warehousing, predictive analytics, and the ethical implications of data usage.

Popular Big Data Courses and Certifications


  • U

    University of Illinois Urbana-Champaign

    Visualization for Data Journalism

    Skills you'll gain: Data Visualization, Plot (Graphics), Interactive Data Visualization, Data Presentation, Infographics, Data Visualization Software, Data Wrangling, Data Storytelling, Plotly, Matplotlib, Journalism, Graphing, Graphic and Visual Design, Color Theory, Visual Storytelling, Data Manipulation, Data Transformation, Design Elements And Principles, Data Analysis, Statistical Analysis

    ★ 4.5 (69) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Pattern Discovery in Data Mining

    Skills you'll gain: Data Mining, Big Data, Text Mining, Unsupervised Learning, Spatial Data Analysis, Spatial Analysis, Advanced Analytics, Image Analysis, Algorithms, Model Evaluation, Correlation Analysis, Information Privacy

    ★ 4.3 (326) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Build Data Lakes and Data Warehouses on Google Cloud

    Skills you'll gain: Data Lakes, Data Governance, Google Cloud Platform, Data Warehousing, Data Infrastructure, Data Architecture, Cloud Storage, Data Management, Advanced Analytics, Big Data, Machine Learning Methods, Data Integration, Analytics, Data Processing, Data Security, Cloud Computing Architecture

    ★ 4.7 (2.9K) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • I

    IBM

    Applied Data Science with R

    Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Database Design, Data Presentation, Ggplot2, Data Visualization Software, Data Visualization, Relational Databases, Statistical Visualization, Data Collection, Predictive Modeling, Statistical Analysis, Data Analysis, Rmarkdown, Model Evaluation, Shiny (R Package), SQL, R (Software), Data Manipulation, Web Scraping

    ★ 4.5 (1.3K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • G

    Google

    Make Data-Driven Decisions

    Skills you'll gain: Dashboard Creation, Data Presentation, Performance Measurement, Business Metrics, Data Storytelling, Data Visualization Software, Data Analysis Software, Small Data, Decision Making, Big Data

    ★ 5 (16) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    Data Modelling Essentials

    Skills you'll gain: Data Modeling, Power BI, Data Wrangling, Data Manipulation, Database Design, Data Transformation, Dashboard, Data Integration, Star Schema, Relational Databases, Data Cleansing, Data Processing

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Data Modeling in Power BI

    Skills you'll gain: Star Schema, Power BI, Data Modeling, Data Analysis Expressions (DAX), Model Optimization, Snowflake Schema, Database Design, Performance Tuning, Data Analysis, Business Intelligence, Data Visualization, Time Series Analysis and Forecasting

    ★ 4.3 (836) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • J

    Johns Hopkins University

    Data Science Decisions in Time: Using Data Effectively

    Skills you'll gain: Reinforcement Learning, Data-Driven Decision-Making, Markov Model, Data Analysis, Time Series Analysis and Forecasting, Bayesian Statistics, Decision Making, Statistical Methods, Anomaly Detection, Probability Distribution, Statistical Analysis, Sampling (Statistics), Model Optimization, Clinical Trials

    Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Fundamentals of Data Visualization

    Skills you'll gain: Data Visualization, Data Visualization Software, Interactive Data Visualization, Visualization (Computer Graphics), User Centered Design, Data Presentation, Usability, Human Centered Design, Data Storytelling, Design Research, User Research, Graphic and Visual Design, Usability Testing, Quantitative Research, Design Elements And Principles

    ★ 4.6 (44) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • J

    John Wiley & Sons

    The Health Care Data Guide

    Skills you'll gain: Run Chart, Data Collection, Pareto Chart, Health Care Administration, Clinical Leadership, Data Analysis, Quality Improvement, Continuous Quality Improvement (CQI), Data-Driven Decision-Making, Healthcare Project Management, Data Quality, Statistical Visualization, Exploratory Data Analysis, Statistical Analysis, Scatter Plots, Epidemiology, Health Care, Data Visualization, Decision Making, Healthcare Ethics

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Analyze Climate Data

    Skills you'll gain: Matplotlib, Plot (Graphics), Trend Analysis, Data Analysis, Data Literacy, Environmental Social And Corporate Governance (ESG), Scientific Visualization, Climate Change Programs, Pivot Tables And Charts, Time Series Analysis and Forecasting, Market Data, Sustainable Business, Data Storytelling, Anomaly Detection, Data Visualization Software, Sustainability Standards, Report Writing, Technical Communication

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • R

    Rice University

    Python Data Representations

    Skills you'll gain: File I/O, Data Persistence, Development Environment, Data Access, Data Structures, Data Storage, Python Programming, Program Development, Integrated Development Environments, Scripting Languages, Debugging

    ★ 4.7 (1.1K) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular big data courses

  • Visualization for Data Journalism: University of Illinois Urbana-Champaign
  • Pattern Discovery in Data Mining: University of Illinois Urbana-Champaign
  • Build Data Lakes and Data Warehouses on Google Cloud: Google Cloud
  • Applied Data Science with R: IBM
  • Make Data-Driven Decisions: Google
  • Data Modelling Essentials: Packt
  • Data Modeling in Power BI: Microsoft
  • Data Science Decisions in Time: Using Data Effectively: Johns Hopkins University
  • Fundamentals of Data Visualization: University of Colorado Boulder
  • The Health Care Data Guide: John Wiley & Sons

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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