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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

    Duke University

    Financial Statements

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Balance Sheet, Financial Acumen, Income Statement, Key Performance Indicators (KPIs), Financial Reporting, Financial Data, Performance Metric, Performance Measurement, Business Reporting, Cash Flows, Business Acumen, General Finance

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

  • E

    EDUCBA

    Spring Boot Web Development with Java

    Skills you'll gain: JUnit, Apache Maven, Spring Framework, Spring Boot, Model View Controller, Unit Testing, Frontend Integration, Microservices, Application Development, Redis, Restful API, YAML, Java, Java Programming, MongoDB, Application Deployment, NoSQL, Ajax, Data Persistence, Web Services

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

  • U

    University of Minnesota

    Introduction to Automated Analysis

    Skills you'll gain: Test Automation, Regression Testing, Software Testing, Software Development Tools, Software Engineering Tools, Test Script Development, Test Tools, Computer Programming Tools, White-Box Testing, Code Coverage, Security Testing, Verification And Validation, Test Case, Test Data, Automation, Functional Requirement, Application Security, Vulnerability Scanning

    ★ 4.2 (87) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Battery State-of-Health (SOH) Estimation

    Skills you'll gain: Estimation, Model Evaluation, Simulation and Simulation Software, Simulations, Laboratory Testing, Matlab, Numerical Analysis, Electric Power Systems, Mathematical Modeling, Model Optimization, Statistical Methods, Mathematical Software, Scripting, Scripting Languages, Algorithms

    ★ 4.7 (158) · Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Foundations of Deep Learning and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Deep Learning, Convolutional Neural Networks, Image Analysis, Keras (Neural Network Library), Model Training, Tensorflow, Network Architecture, Artificial Intelligence, Model Optimization, Machine Learning, Linear Algebra

    Intermediate · Course · 1 - 3 Months

  • A

    Akamai Technologies, Inc.

    Networking Fundamentals

    Skills you'll gain: Routing Protocols, OSI Models, Remote Access Systems, Network Architecture, TCP/IP, General Networking, Network Protocols, Network Troubleshooting, Computer Networking, Networking Hardware, Network Administration, Network Security, Network Model, Virtual Private Networks (VPN), Wireless Networks, Network Routers, Network Routing, Dynamic Host Configuration Protocol (DHCP), Intrusion Detection and Prevention, Network Analysis

    ★ 4.6 (161) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Create a Project Management Tracker using Google Sheets

    Skills you'll gain: Google Sheets, Collaborative Software, Productivity Software, Organizational Skills, Spreadsheet Software, Project Management Software, Data Management, Project Management, Data Visualization, Presentations, Business

    ★ 4.6 (295) · Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Python: Master House Price Prediction with Linear Regression

    Skills you'll gain: Model Evaluation, Feature Engineering, Exploratory Data Analysis, Model Training, Data Preprocessing, Predictive Modeling, Predictive Analytics, Regression Analysis, Supervised Learning, Data Analysis, Applied Machine Learning, Data Cleansing, Statistical Modeling, Data Transformation, Correlation Analysis

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Risk Modeling, Decision Tree Learning, Credit Risk, Model Training, Predictive Analytics, Random Forest Algorithm, Feature Engineering, Logistic Regression, Statistical Machine Learning, Data-Driven Decision-Making, Model Optimization, Applied Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning Methods

    Mixed · Course · 1 - 4 Weeks

  • U

    University of California, Davis

    AI for Knowledge Workers

    Skills you'll gain: Prompt Engineering, Responsible AI, AI literacy, AI powered creativity, AI Enablement, Anthropic Claude, Generative AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, ChatGPT, Emerging Technologies, Deep Learning, Machine Learning, Information Privacy

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

  • U

    University of Virginia

    Design Thinking: Ideas to Action

    Skills you'll gain: Brainstorming, Design Thinking, Ideation, Creative Thinking, Innovation, Design Strategies, Product Development, Product Design, Strategic Thinking, User Feedback, Prioritization, Stakeholder Engagement, Decision Making, Data-Driven Decision-Making, Collaboration, Customer Engagement

    ★ 4.6 (80) · Beginner · Course · 1 - 3 Months

  • U

    University of Virginia

    Digital Business Strategy

    Skills you'll gain: Intellectual Property, Digital Transformation, Strategic Thinking, Business Modeling, Data Strategy, Business Strategy, Technology Strategies, Innovation, Data-Driven Decision-Making, Market Opportunities, Growth Strategies, Value Propositions, Market Dynamics, Strategic Partnership, Competitive Analysis, Computing Platforms, Emerging Technologies

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

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

  • Financial Statements: Duke University
  • Spring Boot Web Development with Java: EDUCBA
  • Introduction to Automated Analysis: University of Minnesota
  • Battery State-of-Health (SOH) Estimation: University of Colorado Boulder
  • Foundations of Deep Learning and Neural Networks: Packt
  • Networking Fundamentals: Akamai Technologies, Inc.
  • Create a Project Management Tracker using Google Sheets: Coursera
  • Python: Master House Price Prediction with Linear Regression: EDUCBA
  • Credit Default Prediction with Python: Apply & Analyze: EDUCBA
  • AI for Knowledge Workers: University of California, Davis

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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