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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
    I

    Illinois Tech

    Introduction to Time Series

    Skills you'll gain: Time Series Analysis and Forecasting, R Programming, Statistical Analysis, Statistical Software, Forecasting, Statistical Modeling, Data Analysis, Statistical Methods, Statistical Visualization, Data Presentation, Probability & Statistics, Model Evaluation, Statistical Hypothesis Testing

    4
    Rating, 4 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Meta

    Measure and Optimize Social Media Marketing Campaigns

    Skills you'll gain: Social Media Campaigns, Social Media Marketing, Marketing Effectiveness, Online Advertising, Marketing Analytics, Advertising Campaigns, Digital Advertising, Performance marketing, Campaign Management, Marketing Budgets, Data Analysis, Digital Marketing, Data Presentation, A/B Testing, Key Performance Indicators (KPIs), Return On Investment, Performance Reporting, Business Metrics, Presentations, Communication

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.9K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    The University of Chicago

    Internet Giants: The Law and Economics of Media Platforms

    Skills you'll gain: Intellectual Property, Law, Regulation, and Compliance, Information Privacy, Media and Communications, Digital Content, Technology Strategies, Regulation and Legal Compliance, Network Protocols, Telecommunications, Market Dynamics, Case Law, Lawsuits, Economics, Competitive Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.1K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    University of California San Diego

    Algorithms on Graphs

    Skills you'll gain: Graph Theory, Algorithms, Network Routing, Programming Principles, Social Network Analysis, Data Structures, Network Analysis, Network Model

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.3K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    BiteSize Python: NumPy and Pandas

    Skills you'll gain: Pandas (Python Package), NumPy, Data Structures, Data Import/Export, Data Manipulation, Data Cleansing, Statistical Methods, Data Analysis, Exploratory Data Analysis

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Network Modeling and Analysis in Python

    Skills you'll gain: Social Network Analysis, Bayesian Network, Data Analysis, Python Programming, Probability Distribution

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Stocks and Bonds

    Skills you'll gain: Market Data, Finance, Corporate Finance, Financial Analysis, Financial Market, Securities (Finance), Investments, Equities, Capital Markets, Business Mathematics, Cash Flows

    4.6
    Rating, 4.6 out of 5 stars
    ·
    423 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Responsible AI: Applying AI Principles with Google Cloud

    Skills you'll gain: Responsible AI, Data Ethics, AI Enablement, Artificial Intelligence, Business Ethics, AI Product Strategy, Ethical Standards And Conduct, Stakeholder Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    980 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Automatic Data Processing, Inc. (ADP)

    The Payroll Professional

    Skills you'll gain: Payroll, Payroll Administration, Payroll Processing, Payroll Systems, Payroll Reporting, Compensation Management, Human Resources Information System (HRIS), Customer Service, Communication Strategies, Compliance Management, Continuous Improvement Process

    4.7
    Rating, 4.7 out of 5 stars
    ·
    560 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Case Western Reserve University

    Basic Principles of Geostatistical Geospatial Modeling

    Skills you'll gain: Geostatistics, Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Mapping, Geospatial Information and Technology, Statistical Modeling, R Programming, Statistical Analysis, Probability & Statistics, Data Analysis, Data-Driven Decision-Making, Regression Analysis, Correlation Analysis, Data Validation, Histogram, Box Plots, Simulation and Simulation Software, Model Evaluation

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Deep Learning with PyTorch : GradCAM

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Heat Maps, Model Evaluation, Image Analysis, Deep Learning, Computer Vision

    4.6
    Rating, 4.6 out of 5 stars
    ·
    21 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    N

    National Taiwan University

    用 Python 做商管程式設計(一)(Programming for Business Computing in Python (1))

    Skills you'll gain: Information Systems, Information Management, Business Logic, Data Structures, Transportation Operations, Information Technology, Production Planning, Operations Management, Business Operations, Inventory Control, Logistics, Algorithms, Computer Programming, Python Programming, Decision Making, Software Installation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    900 reviews

    Beginner · Course · 1 - 3 Months

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

  • Introduction to Time Series: Illinois Tech
  • Measure and Optimize Social Media Marketing Campaigns: Meta
  • Internet Giants: The Law and Economics of Media Platforms: The University of Chicago
  • Algorithms on Graphs: University of California San Diego
  • BiteSize Python: NumPy and Pandas: University of Colorado Boulder
  • Network Modeling and Analysis in Python: University of Michigan
  • Stocks and Bonds: University of Michigan
  • Responsible AI: Applying AI Principles with Google Cloud: Google Cloud
  • The Payroll Professional: Automatic Data Processing, Inc. (ADP)
  • Basic Principles of Geostatistical Geospatial Modeling: Case Western Reserve University

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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