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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

    Packt

    Master Microsoft Excel & 365 Apps: Beginner to Advanced

    Skills you'll gain: Microsoft 365, Microsoft Teams, Microsoft Outlook, Pivot Tables And Charts, Calendar Management, Excel Macros, Microsoft Copilot, Microsoft Excel, Collaborative Software, Excel Formulas, Data Validation, Productivity Software, Email Automation, Spreadsheet Software, Project Management Software, Organizational Skills, Collaboration, Presentations, Data Manipulation, Visual Basic (Programming Language)

    5 stars, 6 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 5 (6) · Beginner · Specialization · 3 - 6 Months

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

    Coursera

    GenAI in Insurance: Automating Claims & Risk Mitigation

    Skills you'll gain: Generative AI, Insurance, Decision Intelligence, Decision Support Systems, AI Product Strategy, Expense Management, Responsible AI, Data Ethics, AI Enablement, Insurance Policies, Underwriting, AI Personalization, Operational Efficiency, Claims Processing, AI Integrations, Financial Services, Personalized Service, Automation, Risk Management, Analytics

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Mastering Machine Learning Algorithms using Python

    Skills you'll gain: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Node.js Design Patterns

    Skills you'll gain: Node.JS, Containerization, Kubernetes, Cloud-Native Computing, Distributed Computing, Load Balancing, Dataflow, Scalability, Unit Testing, Data Pipelines, Test Script Development, Test Automation, API Gateway, Server Side, Microservices, Event-Driven Programming, Javascript, Software Architecture, Web Development, Web Applications

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    FP&A Modeling: Variance Analysis & Forecasting

    Skills you'll gain: Financial Forecasting, Variance Analysis, Financial Data, Financial Modeling, Forecasting, Budgeting, Operating Budget, Revenue Forecasting, Financial Analysis, Management Reporting, Time Series Analysis and Forecasting, Analysis, Financial Planning, Statistical Analysis, Performance Measurement, Microsoft Excel, Performance Analysis, Performance Reporting, Statistical Methods, Financial Controls

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Deep Learning with Python: CNN, ANN & RNN

    Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Model Training, Data Preprocessing, Image Analysis, Predictive Modeling, Deep Learning, Keras (Neural Network Library), Tensorflow, Computer Vision, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Data Transformation, Financial Forecasting, Applied Machine Learning, Model Optimization, Statistical Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Python Programming

    4.6 stars, 49 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.6 (49) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    American Psychological Association

    Psychological Research

    Skills you'll gain: Institutional Review Board (IRB), Descriptive Statistics, Quantitative Research, Data Literacy, Scientific Methods, Graphing, Research Design, Statistical Visualization, Statistical Hypothesis Testing, Science and Research, Research Methodologies, Probability & Statistics, Research, Statistical Inference, Statistics, Statistical Analysis, Statistical Methods, Ethical Standards And Conduct, Data Analysis, Research and Design

    4.8 stars, 297 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (297) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Building AI Agents with LLMs, RAG, and Knowledge Graphs

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), LangChain, AI Orchestration, Natural Language Processing, Generative AI Agents, Agentic Workflows, Multimodal Prompts, AI Integrations, Artificial Intelligence, Agentic systems, Machine Learning Methods, Python Programming, Machine Learning, System Design and Implementation, Data Science

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Oracle PL/SQL Programming: Apply, Build & Optimize

    Skills you'll gain: PL/SQL, Oracle Databases, SQL, Data Access, Programming Principles, Database Development, Program Development, Data Processing, Data-oriented programming, Maintainability, Development Environment, Data Structures, Data Integration, Environment

    4.9 stars, 24 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.9 (24) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Regression and Classification

    Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Data Science, Statistical Methods, Classification And Regression Tree (CART), Statistical Analysis, Model Evaluation, Regression Analysis, Predictive Modeling, R Programming, Statistical Inference, Logistic Regression, Model Training, Machine Learning, Classification Algorithms, Supervised Learning, Unsupervised Learning, Machine Learning Algorithms

    4.1 stars, 18 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.1 (18) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • I

    Imperial College London

    Epidemiology for Public Health

    Skills you'll gain: Epidemiology, Diagnostic Tests, Clinical Trials, Research Design, Public Health and Disease Prevention, Clinical Research, Public Health, Preventative Care, Data Collection, Research Methodologies, Infectious Diseases, Program Evaluation, Science and Research, Research, Risk Analysis, Quantitative Research, Correlation Analysis, Medical Science and Research, Health Policy, Statistical Analysis

    4.8 stars, 1.3K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (1.3K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Pearson

    Information Systems Security

    Skills you'll gain: Information Systems Security, Security Management, Cyber Attacks, Cybersecurity, Incident Response, Computer Security Incident Management, Security Strategy, Data Security, Security Controls, Threat Management, Information Assurance, Network Security, Threat Detection, Encryption, Information Systems, Malware Protection, Identity and Access Management, Management Information Systems, Data Governance, Information Management

    Beginner · Course · 1 - 4 Weeks

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

  • Master Microsoft Excel & 365 Apps: Beginner to Advanced: Packt
  • GenAI in Insurance: Automating Claims & Risk Mitigation: Coursera
  • Mastering Machine Learning Algorithms using Python: Packt
  • Node.js Design Patterns: Packt
  • FP&A Modeling: Variance Analysis & Forecasting: IBM
  • Deep Learning with Python: CNN, ANN & RNN: EDUCBA
  • Psychological Research: American Psychological Association
  • Building AI Agents with LLMs, RAG, and Knowledge Graphs: Packt
  • Oracle PL/SQL Programming: Apply, Build & Optimize: EDUCBA
  • Regression and Classification: University of Colorado Boulder

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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