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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


  • F

    Fractal Analytics

    Foundations of Machine Learning

    Skills you'll gain: Model Evaluation, Model Deployment, Applied Machine Learning, Machine Learning, Machine Learning Methods, Supervised Learning, Regression Analysis, Decision Tree Learning, Machine Learning Algorithms, Model Training, Feature Engineering, Data Preprocessing, Unsupervised Learning, Predictive Modeling, Model Optimization, Logistic Regression, Anomaly Detection, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 3 Months

  • T

    Total Seminars

    Securing the Network

    Skills you'll gain: Network Security, Virtual Private Networks (VPN), IT Security Architecture, Intrusion Detection and Prevention, Hardening, Network Monitoring, Firewall, Network Administration, Remote Access Systems, Network Architecture, Network Planning And Design, Zero Trust Network Access, Security Engineering, Security Controls, Security Management, Threat Detection, Security Information and Event Management (SIEM), Security Awareness, Encryption

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apache Spark: Design & Execute ETL Pipelines Hands-On

    Skills you'll gain: Extract, Transform, Load, Apache Spark, Data Pipelines, PySpark, Apache Hadoop, Data Transformation, MySQL, Data Manipulation, Data Store, Data Import/Export, Development Environment, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    23 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Introduction to Applied Business Analytics

    Skills you'll gain: Business Workflow Analysis, Business Analysis, Analytics, Data Preprocessing, Data Analysis, Data-Driven Decision-Making, Descriptive Analytics, Data Presentation, Business Solutions, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    324 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Leeds

    Statistical Methods

    Skills you'll gain: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, Statistical Software, R (Software), Probability & Statistics, Data Collection, Statistics, Data Literacy, Statistical Inference, R Programming, Statistical Programming, Probability, Data Analysis, Statistical Analysis, Probability Distribution, Simulations, Statistical Visualization, Statistical Reporting, Data Visualization Software

    4.8
    Rating, 4.8 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Credit Analysis and Risk Modeling

    Skills you'll gain: Financial Statement Analysis, Working Capital, Financial Statements, Credit Risk, Financial Analysis, Risk Modeling, Financial Modeling, Portfolio Risk, Financial Acumen, Lending and Underwriting, Portfolio Management, Real Estate, Property and Real Estate, Commercial Lending, Financial Data, Equities, Project Finance, Analysis, Risk Analysis, Finance

    Beginner · Specialization · 3 - 6 Months

  • D

    DeepLearning.AI

    Introduction to Generative AI for Software Development

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Prompt Patterns, LLM Application, Vibe coding, Generative AI, Code Review, Generative Model Architectures, Program Development, Software Development Methodologies, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    649 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    QuickBooks Desktop for Real-World Bookkeeping

    Skills you'll gain: QuickBooks (Accounting Software), Reconciliation, Accounting Software, Financial Reporting, Bookkeeping, Sales Management, Business Reporting, Ledgers (Accounting), Accounting and Finance Software, Small Business Accounting, Expense Management, Accounting Records, Accounting Systems, Accounts Payable, Payment Processing and Collection, Standard Accounting Practices, Accounting, Accounts Receivable, User Accounts, Transaction Processing

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Cloud SQL for MySQL: Qwik Start

    Skills you'll gain: MySQL, Database Software, Google Cloud Platform, Database Management, Cloud Management, SQL

    4.4
    Rating, 4.4 out of 5 stars
    ·
    53 reviews

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Automation for Everyone: Tech Benefits Unleashed

    Skills you'll gain: Automation, No-Code Development, IT Automation, Business Process Automation, Workflow Management, Productivity Software, Digital Transformation, Process Optimization, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML)

    4.4
    Rating, 4.4 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 4 Weeks

  • É

    École Polytechnique Fédérale de Lausanne

    Initiation à la programmation (en C++)

    Skills you'll gain: C++ (Programming Language), Programming Principles, Data Structures, Computer Programming, Code Reusability, Object Oriented Programming (OOP), Game Design, Memory Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    460 reviews

    Beginner · Course · 1 - 3 Months

  • E

    Edureka

    Claude Code for Vibe Coding

    Skills you'll gain: Model Context Protocol, Claude Code, Vibe coding, Generative AI Agents, LLM Application, AI Workflows, AI Orchestration, Agentic Workflows, GitHub Copilot, AI Enablement, AI Security, Prompt Engineering, Code Review, Prompt Patterns, Software Development, Web Applications, Software Testing, Security Testing, Software Engineering, Web Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Foundations of Machine Learning : Fractal Analytics
  • Securing the Network: Total Seminars
  • Apache Spark: Design & Execute ETL Pipelines Hands-On: EDUCBA
  • Introduction to Applied Business Analytics: University of Illinois Urbana-Champaign
  • Statistical Methods: University of Leeds
  • Credit Analysis and Risk Modeling: EDUCBA
  • Introduction to Generative AI for Software Development: DeepLearning.AI
  • QuickBooks Desktop for Real-World Bookkeeping: Packt
  • Cloud SQL for MySQL: Qwik Start: Google Cloud
  • Automation for Everyone: Tech Benefits Unleashed: Coursera

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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