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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


  • G

    Google Cloud

    LookML: Data Modeling and Dashboard Delivery

    Skills you'll gain: Looker (Software), Data Modeling, Data Visualization, Dashboard, Analysis, Data Analysis, Ad Hoc Analysis, Data Maintenance, SQL, Database Development, Database Design, Data Store, Query Languages, Business Intelligence, Usability Testing, Data Transformation, Data Management, Data Access, Google Cloud Platform, Data Validation

    4.7 stars, 430 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (430) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Data Management, Governance, Security & Ethics Masterclass

    Skills you'll gain: Data Governance, Data Management, Data Ethics, Data Quality, Data Strategy, Information Management, Personally Identifiable Information, Data Literacy, Governance, Data Security, Data Maintenance, Information Privacy, Security Controls, Data Integrity, Records Management, Security Management, Ethical Standards And Conduct, Program Implementation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • M

    Microsoft

    Generative AI for Data Scientists

    Skills you'll gain: Responsible AI, Microsoft Copilot, Data Storytelling, Generative AI, Generative Model Architectures, Data Presentation, AI Workflows, Technical Communication, Data Ethics, Dashboard Creation, Data Validation, Data Transformation, Spreadsheet Software, Prompt Engineering, Data Manipulation, Microsoft 365, Data Science, Data Security, Model Evaluation, Critical Thinking

    4.7 stars, 73 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (73) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Data Science for Marketing

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Statistical Hypothesis Testing, Advanced Analytics, Machine Learning

    4.9 stars, 19 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.9 (19) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Pragmatic AI Labs

    Data Ethics

    Skills you'll gain: Data Ethics, AI literacy, Responsible AI, Artificial Intelligence, AI Enablement, digital literacy, Analytical Skills, Information Privacy, Business Ethics, Social Justice, Behavioral Economics, Ethical Standards And Conduct, Economics, Policy, and Social Studies, Medical Privacy, European History, Economics, Information Architecture, Social Sciences, Business, Internet Of Things

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Data Visualization using Bokeh

    Skills you'll gain: Plot (Graphics), Spatial Data Analysis, Data Visualization Software, Data Visualization, Geospatial Mapping, Software Installation, Python Programming

    4.1 stars, 16 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.1 (16) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    University of Michigan

    Measuring Total Data Quality

    Skills you'll gain: Data Quality, Quantitative Research, Data Validation, Data Collection, Data Processing, Data Analysis, Data Access, Statistical Analysis, Sampling (Statistics)

    4.5 stars, 6 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (6) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Amsterdam

    Data Analytics for Lean Six Sigma

    Skills you'll gain: Lean Six Sigma, Data Visualization, Statistical Hypothesis Testing, Minitab, Statistical Visualization, Six Sigma Methodology, Regression Analysis, Probability Distribution, Statistical Methods, Descriptive Statistics, Data Analysis, Histogram, Lean Methodologies, Statistical Analysis, Statistical Software, Statistical Modeling, Probability & Statistics, Data-Driven Decision-Making, Analytics, Statistics

    4.8 stars, 3.5K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (3.5K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Michigan

    Prediction Models with Sports Data

    Skills you'll gain: Logistic Regression, Forecasting, Data Processing, Predictive Analytics, Predictive Modeling, Statistical Modeling, Data Analysis, Market Data, Analytics, Regression Analysis, Data Preprocessing, Model Evaluation, Python Programming, Probability & Statistics, Data Ethics, Probability, Ethical Standards And Conduct

    4.5 stars, 43 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (43) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Data Analytics

    Skills you'll gain: Feature Engineering, Data Ethics, Exploratory Data Analysis, Analytics, Data Analysis, Machine Learning Algorithms, Data Preprocessing, Unsupervised Learning, Data Cleansing, Data Science, NumPy, Data Manipulation, Data Transformation, Data Structures, Pandas (Python Package), Dimensionality Reduction, Classification Algorithms, Python Programming, Regression Analysis, Data Visualization

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Illinois Urbana-Champaign

    Cluster Analysis in Data Mining

    Skills you'll gain: Unsupervised Learning, Data Mining, Applied Machine Learning, Machine Learning Algorithms, Machine Learning Methods, Model Evaluation, Statistical Methods, Algorithms, Verification And Validation

    4.5 stars, 411 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (411) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    AI CERTs

    AI For Data Analysts

    Skills you'll gain: Anomaly Detection, Forecasting, Business Intelligence, Operational Performance Management, Business Reporting, Operational Efficiency, Business Analytics, Data Preprocessing, Predictive Analytics, Financial Forecasting, Information Privacy, Data Collection

    Intermediate · Course · 1 - 3 Months

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

  • LookML: Data Modeling and Dashboard Delivery: Google Cloud
  • Data Management, Governance, Security & Ethics Masterclass: Packt
  • Generative AI for Data Scientists: Microsoft
  • Data Science for Marketing: University of Colorado System
  • Data Ethics: Pragmatic AI Labs
  • Data Visualization using Bokeh: Coursera
  • Measuring Total Data Quality: University of Michigan
  • Data Analytics for Lean Six Sigma: University of Amsterdam
  • Prediction Models with Sports Data: University of Michigan
  • Introduction to Data Analytics: Birla Institute of Technology & Science, Pilani

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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