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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


  • U

    University of California, Irvine

    Predictive Modeling, Model Fitting, and Regression Analysis

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Logistic Regression, Descriptive Analytics, Model Training, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning

    ★ 4.5 (75) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Enterprise and Operational Risk Management

    Skills you'll gain: Operational Risk, Risk Modeling, Governance Risk Management and Compliance, Governance, Enterprise Risk Management (ERM), Risk Management Framework, Risk Control, Operational Analysis, Risk Management, Capital Markets, Risk Analysis, Bank Regulations, Internal Controls, Securities (Finance), Banking, Performance Measurement, Data Quality, Planning

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • I

    IBM

    Executive Storytelling & Governance

    Skills you'll gain: Financial Forecasting, Financial Data, Executive Presence, Stakeholder Communications, Data Storytelling, Cash Flow Forecasting, Data Literacy, Management Reporting, Governance Risk Management and Compliance, Financial Modeling, Data Presentation, Data Visualization, Financial Controls, Business Reporting, Financial Analysis, Risk Management, Financial Planning, Business Communication, Stakeholder Management, Communication Strategies

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of California, Irvine

    Cluster Analysis, Association Mining, and Model Evaluation

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Regression Analysis, Data Mining, Predictive Modeling, Predictive Analytics, Anomaly Detection, Statistical Methods, Fraud detection, Machine Learning, Machine Learning Algorithms, Correlation Analysis, Scatter Plots, Market Analysis, Classification Algorithms

    ★ 4.5 (47) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    Advanced Techniques and Security in .NET 8 Applications

    Skills you'll gain: Secure Coding, Unit Testing, Cryptography, Performance Testing, LLM Application, Encryption, Authentications, Application Security, Authorization (Computing), Test Driven Development (TDD), Test Tools, Test Automation, Large Language Modeling, ASP.NET, .NET Framework, C# (Programming Language), Application Deployment, Object Oriented Design, General Data Protection Regulation (GDPR), Cloud Platforms

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • M

    Microsoft

    Engagement & Feedback Optimization

    Skills you'll gain: People Analytics, Employee Engagement, Employee Surveys, Power BI, Team Performance Management, Organizational Effectiveness, Employee Performance Management, Employee Coaching, Driving engagement, User Feedback, Performance Metric, Performance Analysis, Constructive Feedback, Performance Measurement, Workforce Planning, Workforce Management, Workforce Development, Dashboard, Data Analysis, Data Analysis Software

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • G

    Google Cloud

    Doing more with Google Sheets

    Skills you'll gain: Google Sheets, Spreadsheet Software, Pivot Tables And Charts, Google Workspace, Collaborative Software, Data Sharing, Data Presentation, Data Visualization, Data Visualization Software, Data Analysis, Data Management

    ★ 4.6 (1.4K) · Beginner · Course · 1 - 3 Months

  • I

    IBM

    Introduction to Relational Databases (RDBMS)

    Skills you'll gain: Database Design, IBM DB2, Relational Databases, Database Systems, Database Development, Databases, Database Management, PostgreSQL, MySQL, Database Administration, Database Software, SQL, Database Management Systems, Database Architecture and Administration, Data Modeling, Data Import/Export, Data Integrity, Command-Line Interface

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

    Status: Free Trial
    Free Trial
  • D

    Dartmouth College

    Fundamentals of Digital Transformation

    Skills you'll gain: Digital Transformation, Customer experience strategy (CX), Business Transformation, Data-Driven Decision-Making, Internet Of Things, Cloud Computing, Automation, Cloud Storage, Business Analytics, Technology Strategies, Data Ethics, Cloud Infrastructure, Customer Insights, AI Personalization, Business Process Automation, Emerging Technologies, Responsible AI, Business Modeling, Cybersecurity, Law, Regulation, and Compliance

    ★ 4.8 (24) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • R

    Rice University

    Introduction to Scripting in Python

    Skills you'll gain: Data Visualization Software, File I/O, Data Visualization, Plot (Graphics), Statistical Visualization, Package and Software Management, Python Programming, Data Cleansing, Programming Principles, Data Processing, Data Persistence, Data Mapping, Data Manipulation, Code Reusability, Data Dictionary, Development Environment, Data Access, Computational Logic, Data Wrangling, Data Analysis

    ★ 4.7 (4.4K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • U

    University of California San Diego

    Meaningful Predictive Modeling

    Skills you'll gain: Model Evaluation, Predictive Modeling, Model Training, Predictive Analytics, Verification And Validation, Statistical Modeling, Model Optimization, Applied Machine Learning, Regression Analysis, Supervised Learning, Python Programming, Text Mining, Classification Algorithms, Natural Language Processing

    ★ 4.3 (49) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    Retrieval Augmented Generation

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Prompt Patterns, Multimodal Prompts, Tool Calling, Embeddings, Generative AI Agents, Vector Databases, User Interface (UI), Prompt Engineering Tools, OpenAI API, Generative AI, AI Workflows, Program Development, Prompt Engineering, Agentic systems, Plot (Graphics), Augmented Reality

    ★ 4.4 (20) · Intermediate · 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

  • Predictive Modeling, Model Fitting, and Regression Analysis: University of California, Irvine
  • Enterprise and Operational Risk Management: EDUCBA
  • Executive Storytelling & Governance: IBM
  • Cluster Analysis, Association Mining, and Model Evaluation: University of California, Irvine
  • Advanced Techniques and Security in .NET 8 Applications: Packt
  • Engagement & Feedback Optimization: Microsoft
  • Doing more with Google Sheets: Google Cloud
  • Introduction to Relational Databases (RDBMS): IBM
  • Fundamentals of Digital Transformation: Dartmouth College
  • Introduction to Scripting in Python: Rice University

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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