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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


  • D

    DeepLearning.AI

    Linear Algebra for Machine Learning and Data Science

    Skills you'll gain: Linear Algebra, Dimensionality Reduction, Mathematical Software, Machine Learning Methods, Data Transformation, Data Manipulation, Applied Mathematics, Machine Learning, Python Programming, Algebra, Image Analysis

    4.6 stars, 2.4K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (2.4K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Mathematics for Machine Learning and Data Science

    Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Statistical Methods, Probability Distribution, Linear Algebra, Statistical Inference, Model Optimization, Machine Learning Methods, Statistics, Applied Mathematics, Probability, Calculus, Dimensionality Reduction, Applied Machine Learning, Mathematical Software, Data Transformation, Machine Learning

    4.6 stars, 3.2K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (3.2K) · Intermediate · Specialization · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • 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, Research, Scientific Methods, Chemistry

    4.6 stars, 501 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (501) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Michigan

    Big Ideas in Programming: Expressing Yourself with Python

    Skills you'll gain: Data Structures, Python Programming, Computer Programming, Data Visualization, Computational Thinking, Debugging

    4 stars, 7 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4 (7) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Annotate and Analyze Objects for Vision

    Skills you'll gain: Image Analysis, Model Training, Model Optimization, Quality Assurance, Quality Assessment, Packaging and Labeling, Verification And Validation, Unsupervised Learning, Data Integrity, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Florida

    Music's Big Bang: The Genesis of Rock 'n' Roll

    Skills you'll gain: Music History, Music, Culture

    4.7 stars, 147 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (147) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • S

    Skillshare

    Logo Design For Versatility: How Big Brands Have Adapted

    Skills you'll gain: Logo Design, Branding, Brand Strategy, Brand Awareness, Intellectual Property, Graphic Design, Strategic Thinking, Legal Risk, Typography, Design, Design Elements And Principles, Creativity, Case Studies

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Data Visualization

    Skills you'll gain: Data Visualization, Data Visualization Software, Data Presentation, Dashboard, Tableau Software, Plot (Graphics), Dashboard Creation, Data Mapping, Graphing

    4.5 stars, 1.4K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (1.4K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SkillUp

    Data Integration, Data Storage, & Data Migration

    Skills you'll gain: Data Migration, Data Integration, Data Management, Data Storage, Data Storage Technologies, Data Lakes, Data Architecture, Extract, Transform, Load, Data Centers, Cloud Storage, Data Import/Export, Data Loss Prevention, Interoperability, Disaster Recovery, Systems Integration, Data Pipelines, Cloud Platforms, Hybrid Cloud Computing, File Systems, Data Validation

    4.8 stars, 37 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (37) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    Tableau Learning Partner

    Data Ecosystem

    Skills you'll gain: Data Governance, Data Ethics, Data Warehousing, Extract, Transform, Load, Data Quality, Data Management, Data Maintenance, Tableau Software, Data Lakes, Data Architecture, Data Storage, Data Infrastructure, Databases, Data Collection, Business Intelligence, Database Management Systems, Spreadsheet Software, Ethical Standards And Conduct

    4.8 stars, 124 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (124) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SAS

    Data Literacy: Exploring and Visualizing Data

    Skills you'll gain: Exploratory Data Analysis, Data Visualization, Data Literacy, Data-Driven Decision-Making, Data Presentation, SAS (Software), Data Storytelling, Trend Analysis, Data Manipulation, Data Analysis, Data Quality, Data Preprocessing, Data Wrangling, Data Transformation, Analytics, Interactive Data Visualization, Data Analysis Software, Analysis, Data Ethics, Data Cleansing

    4.7 stars, 1.1K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (1.1K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Data Literacy

    Skills you'll gain: Surveys, Survey Creation, Data Literacy, Data Visualization, Peer Review, Research Design, Statistics, Probability & Statistics, Data Presentation, Sampling (Statistics), Regression Analysis, Descriptive Statistics, Research, Probability, Quantitative Research, Analytics, Probability Distribution, Logistic Regression, Correlation Analysis, Statistical Hypothesis Testing

    4.6 stars, 271 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (271) · Beginner · Specialization · 3 - 6 Months

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

  • Linear Algebra for Machine Learning and Data Science: DeepLearning.AI
  • Mathematics for Machine Learning and Data Science: DeepLearning.AI
  • Confronting The Big Questions: Highlights of Modern Astronomy: University of Rochester
  • Big Ideas in Programming: Expressing Yourself with Python: University of Michigan
  • Annotate and Analyze Objects for Vision: Coursera
  • Music's Big Bang: The Genesis of Rock 'n' Roll: University of Florida
  • Logo Design For Versatility: How Big Brands Have Adapted: Skillshare
  • Data Visualization: University of Illinois Urbana-Champaign
  • Data Integration, Data Storage, & Data Migration: SkillUp
  • Data Ecosystem: Tableau Learning Partner

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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