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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


  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    NumPy and Pandas Basics for Future Data Scientists

    Skills you'll gain: Debugging, Data Analysis, Data Processing, Numerical Analysis, Critical Thinking

    4
    Rating, 4 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Foundations of Data Structures and Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Public Key Cryptography Standards (PKCS), Cryptography, Programming Principles, Computational Thinking, Pseudocode, Design Strategies, Data Encryption Standard, Applied Mathematics, Computer Science, Program Development, Tree Maps, Encryption, Combinatorics, Data Science, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    900 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    Universidad Nacional Autónoma de México

    Introducción a Data Science: Programación Estadística con R

    Skills you'll gain: R Programming, Statistical Analysis, Statistical Programming, Ggplot2, Quantitative Research, Data Manipulation, Statistical Software, Visualization (Computer Graphics), Exploratory Data Analysis, Graphical Tools, Simulations, Data Structures, Software Installation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    8.6K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Probability & Statistics for Machine Learning & Data Science

    Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Probability Distribution, Probability, Statistical Inference, A/B Testing, Statistical Analysis, Statistical Machine Learning, Data Science, Exploratory Data Analysis, Statistical Visualization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    670 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Clinical Trials Data Management and Quality Assurance

    Skills you'll gain: Clinical Data Management, Data Quality, Quality Assurance, Data Entry, Clinical Trial Management Systems, Case Report Forms, Clinical Trials, Data Cleansing, Data Management, Data Integrity, Data Collection, Data Sharing, Data Security, Patient Treatment, Continuous Monitoring, Statistical Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    174 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Principles of Economics: Macroeconomics - The Big Picture

    Skills you'll gain: Economics, Supply And Demand, Economic Development, Financial Policy, Market Dynamics, Business Economics, Business Metrics, Public Policies, Performance Metric, International Finance, Fiscal Management, Investments, Labor Relations, Financial Market, Financial Regulations

    4.8
    Rating, 4.8 out of 5 stars
    ·
    63 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Using Python to Access Web Data

    Skills you'll gain: Web Scraping, Restful API, Web Services, JSON, Extensible Markup Language (XML), Network Protocols, Application Programming Interface (API), Data Access, Hypertext Markup Language (HTML), Python Programming, Data Capture, Data Manipulation, Software Installation, Development Environment

    4.8
    Rating, 4.8 out of 5 stars
    ·
    44K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Unilever

    Unilever Supply Chain Data Analyst

    Skills you'll gain: Data Governance, Descriptive Analytics, Data Storytelling, Supply Chain, Supply Chain Management, Demand Planning, Presentations, Data Visualization, Supply Chain Systems, Supply Chain Planning, Process Improvement, Data Management, Data Lakes, Predictive Analytics, Forecasting, Data Analysis, Inventory and Warehousing, Data Analysis Software, Real Time Data, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
    ·
    592 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    ChatGPT + Excel: AI-Enhanced Data Analysis & Insight

    Skills you'll gain: Data Storytelling, Prompt Engineering, ChatGPT, Prompt Patterns, Excel Macros, Excel Formulas, Microsoft Excel, LLM Application, Productivity, OpenAI, Data Visualization, Data Analysis, Generative AI, Artificial Intelligence, Data Cleansing, Large Language Modeling, Data Integration, Data Transformation, Data Validation, Artificial Intelligence and Machine Learning (AI/ML)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    7.5K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Rochester

    Confronting The Big Questions: Highlights of Modern Astronomy

    Skills you'll gain: Physics, Physical Science, Life Sciences, Biology, Environment, General Science and Research, Simulations, Scientific Methods, Scientific Visualization, Systems Of Measurement, Chemistry

    4.6
    Rating, 4.6 out of 5 stars
    ·
    498 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Preparing Data for Analysis with Microsoft Excel

    Skills you'll gain: Excel Formulas, Microsoft Excel, Power BI, Spreadsheet Software, Timelines, Data Analysis, Data Manipulation, Data Presentation, Data Cleansing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    5.2K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Big Ideas in Programming: Expressing Yourself with Python

    Skills you'll gain: Data Transformation, Creative Design, Data Structures, Programming Principles, Software Visualization, Python Programming, Computer Programming, Interactive Design, Program Development, Predictive Modeling, Debugging

    3.8
    Rating, 3.8 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

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1…343536…754

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

  • NumPy and Pandas Basics for Future Data Scientists: University of Michigan
  • Foundations of Data Structures and Algorithms: University of Colorado Boulder
  • Introducción a Data Science: Programación Estadística con R: Universidad Nacional Autónoma de México
  • Probability & Statistics for Machine Learning & Data Science: DeepLearning.AI
  • Clinical Trials Data Management and Quality Assurance: Johns Hopkins University
  • Principles of Economics: Macroeconomics - The Big Picture: Rice University
  • Using Python to Access Web Data: University of Michigan
  • Unilever Supply Chain Data Analyst: Unilever
  • ChatGPT + Excel: AI-Enhanced Data Analysis & Insight: Vanderbilt University
  • Confronting The Big Questions: Highlights of Modern Astronomy: University of Rochester

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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