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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


  • P

    Pearson

    Java SE 17 Developer (1Z0-829)

    Skills you'll gain: Java, Transaction Processing, File I/O, Java Programming, Data Access, Object Oriented Design, Dataflow, Data Persistence, Database Management, Stored Procedure, SQL, Application Development, Information Management, Command-Line Interface, Application Deployment, Data Integrity, Databases, OS Process Management, Application Programming Interface (API), Mitigation

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Intermediate · Specialization · 1 - 3 Months

  • G

    Google Cloud

    How to Build a BI Dashboard Using Google Looker Studio and BigQuery

    Skills you'll gain: Looker (Software), Dashboard, Dashboard Creation, Business Intelligence, Data Import/Export, Data Integration, Query Languages, Data Analysis, Data Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    15 reviews

    Intermediate · Project · Less Than 2 Hours

  • C

    Coursera

    Automate, Analyze, and AI Feedback

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Model Training, Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Decision Intelligence, Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Machine Learning, Business Metrics, Predictive Analytics, Analysis

    Intermediate · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Lean Six Sigma Green Belt Training

    Skills you'll gain: Lean Six Sigma, Process Mapping, Statistical Process Controls, Six Sigma Methodology, Process Flow Diagrams, Process Analysis, Lean Methodologies, Lean Manufacturing, Kaizen Methodology, Statistical Analysis, Quality Improvement, Statistical Methods, Quality Monitoring, Process Improvement, Process Capability, Process Improvement and Optimization, Quality Management, Continuous Quality Improvement (CQI), Project Management, Process Optimization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Analyze HR Attrition Using R Analytics

    Skills you'll gain: Predictive Modeling, People Analytics, Feature Engineering, Exploratory Data Analysis, Predictive Analytics, Statistical Analysis, Data Analysis, Business Analytics, Analytics, Model Evaluation, Trend Analysis, Correlation Analysis, Data-Driven Decision-Making, Statistical Hypothesis Testing, R Programming, Data Preprocessing, Data Cleansing, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Optimization of SQL query Tuning and Performance

    Skills you'll gain: SQL, Query Languages, Database Design, Performance Tuning, Database Management, Databases, PostgreSQL, Data Access

    3.2
    Rating, 3.2 out of 5 stars
    ·
    32 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    TIBCO BW: Install, Integrate & Automate

    Skills you'll gain: Integration Testing, Middleware, Enterprise Architecture, Process Driven Development, Business Process Automation, Software Installation, Process Modeling, System Configuration

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Principles of Leadership: Leading Technical Organizations

    Skills you'll gain: Strategic Decision-Making, Accountability, Executive Presence, Decision Making, Conflict Management, Business Ethics, Trustworthiness, Succession Planning, Risk Management, Team Performance Management, Team Management, Organizational Structure, Stakeholder Management, Stakeholder Analysis, Diversity and Inclusion, Professional Networking, Business Relationship Management, Stakeholder Engagement, Relationship Building, Leadership

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    36 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Pearson

    Full-Stack React with Spring Boot: Unit 1

    Skills you'll gain: Frontend Integration, Full-Stack Web Development, IntelliJ IDEA, Spring Boot, Spring Framework, React.js, Restful API, Front-End Web Development, Back-End Web Development, Context Management, Web Applications, Application Frameworks, Development Environment, Command-Line Interface, Data Store

    4.7
    Rating, 4.7 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master Machine Learning with TensorFlow: Basics to Advanced

    Skills you'll gain: Data Preprocessing, Tensorflow, Scikit Learn (Machine Learning Library), Machine Learning, Applied Machine Learning, Feature Engineering, Deep Learning, Machine Learning Algorithms, Matplotlib, Jupyter, Python Programming, Data Wrangling, Data Processing, NumPy, Data Cleansing, Model Training, Data Manipulation, Data Transformation, Artificial Neural Networks, Seaborn

    Mixed · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Infectious Disease Modeling in Practice

    Skills you'll gain: Epidemiology, Mathematical Modeling, Infectious Diseases, Public Health, Public Health and Disease Prevention, Infection Control, Statistical Modeling, Predictive Modeling, Health Policy, Forecasting, Model Evaluation, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    Scrimba

    Learn Python

    Skills you'll gain: Object Oriented Programming (OOP), File I/O, Data Structures, Python Programming, Programming Principles, Computer Programming, Computational Logic, Software Engineering, Performance Tuning, Web Development, Performance Testing, Web Development Tools, Debugging, Software Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    67 reviews

    Beginner · Specialization · 1 - 4 Weeks

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

  • Java SE 17 Developer (1Z0-829): Pearson
  • How to Build a BI Dashboard Using Google Looker Studio and BigQuery: Google Cloud
  • Automate, Analyze, and AI Feedback: Coursera
  • Lean Six Sigma Green Belt Training: Simplilearn
  • Analyze HR Attrition Using R Analytics: EDUCBA
  • Optimization of SQL query Tuning and Performance: Coursera
  • TIBCO BW: Install, Integrate & Automate: EDUCBA
  • Principles of Leadership: Leading Technical Organizations: University of Colorado Boulder
  • Full-Stack React with Spring Boot: Unit 1: Pearson
  • Master Machine Learning with TensorFlow: Basics to Advanced: EDUCBA

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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