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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


  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Introduction to Computer Information Systems

    Skills you'll gain: Systems Development, Systems Development Life Cycle, Agile Methodology, Software Development Life Cycle, Productivity Software, Risk Management Framework, digital literacy, Systems Design, Network Security, Computer Hardware, Agile Project Management, Hardware Architecture, Computer Systems, Software Design, Data Security, Risk Management, System Design and Implementation, TCP/IP, Information Technology, Productivity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    354 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Algorithmic Thinking (Part 2)

    Skills you'll gain: Computational Thinking, Algorithms, Theoretical Computer Science, Bioinformatics, Data Structures, Python Programming, Data Analysis, Unsupervised Learning, Analysis, Text Mining

    4.7
    Rating, 4.7 out of 5 stars
    ·
    220 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Analyze and Predict with AI Insights

    Skills you'll gain: Marketing Analytics, Business Intelligence, Predictive Modeling, Google Analytics, Customer Analysis, Analytics, Model Evaluation, Predictive Analytics, Customer Insights, Data Validation, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    Y

    Yonsei University

    Valuation and Financial Analysis For Startups

    Skills you'll gain: Capital Budgeting, Financial Statements, Financial Statement Analysis, Business Valuation, Financial Analysis, Cash Flow Forecasting, Strategic Decision-Making, Financial Modeling, Income Statement, Return On Investment, Entrepreneurial Finance, Financial Forecasting, Financial Reporting, Cash Flows, Balance Sheet, Financial Data, Excel Formulas, Microsoft Excel, Financial Acumen, Case Studies

    4.4
    Rating, 4.4 out of 5 stars
    ·
    515 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Leading Sustainable Community Transformation

    Skills you'll gain: Systems Thinking, Stakeholder Management, Sustainable Systems, Cross-Functional Collaboration, Planning, Project Planning, Stakeholder Analysis, Sustainable Development, Strategic Leadership, Corporate Sustainability, Community Outreach, Social Impact, Relationship Building, Business Leadership, Team Building, Drive Engagement, Diversity and Inclusion, Project Management, Communication Strategies, Ethical Standards And Conduct

    4.5
    Rating, 4.5 out of 5 stars
    ·
    261 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Cloud Fundamentals: Core Infrastructure en Español

    Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Cloud Applications, Identity and Access Management, Infrastructure As A Service (IaaS), Kubernetes, Cloud Platforms, Cloud Computing, Cloud Storage, Cloud Management, Prompt Engineering, Generative AI, Infrastructure Architecture, Containerization, IT Infrastructure, Data Storage Technologies, Virtual Networking, Data Storage, Serverless Computing, Platform As A Service (PaaS)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.4K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    E

    Edureka

    Database Design and Operational Business Intelligence

    Skills you'll gain: Database Management, Data Presentation, Dashboard Creation, Data Management, Data Transformation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    Status: AI skills
    AI skills
    D

    DeepLearning.AI

    PyTorch for Deep Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Model Deployment, Hugging Face, Model Optimization, Fine-tuning, Convolutional Neural Networks, Transfer Learning, Data Quality, Generative AI, Data Manipulation, Deep Learning, Generative Model Architectures, Model Training, Image Analysis, MLOps (Machine Learning Operations), Large Language Modeling, Data Pipelines, Artificial Neural Networks, Computer Vision, Natural Language Processing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    114 reviews

    Intermediate · Professional Certificate · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Engineer Features and Evaluate Models for Production

    Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Model Evaluation, Model Training, Model Deployment, Model Optimization, Data Preprocessing, Performance Analysis, Machine Learning Methods, Data Pipelines, Analysis, Data Transformation, Technical Writing

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Vision & Audio AI Systems

    Skills you'll gain: Apache Airflow, Model Optimization, Data Validation, Image Analysis, Transfer Learning, Data Preprocessing, Data Integrity, Model Evaluation, Debugging, Computer Vision, PyTorch (Machine Learning Library), Data Pipelines, Feature Engineering, MLOps (Machine Learning Operations), Tensorflow, Model Training, Embeddings, Performance Tuning, Deep Learning, Digital Signal Processing

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Financing for Startup Businesses

    Skills you'll gain: FinTech, Entrepreneurial Finance, Fundraising and Crowdsourcing, Equities, Financial Modeling, Finance, Private Equity, Loans, Consumer Lending, Credit Risk, Microsoft Excel, Digital Analysis, Liquidation, Fundraising, Lending and Underwriting

    4.5
    Rating, 4.5 out of 5 stars
    ·
    228 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Advanced System Security Design

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Intrusion Detection and Prevention, Role-Based Access Control (RBAC), AWS Identity and Access Management (IAM), Amazon Web Services, Amazon Elastic Compute Cloud, Identity and Access Management, Cloud Computing, User Provisioning, Security Controls, Cloud Management, Malware Protection, Cloud Infrastructure, Cloud Security, Security Engineering, Authorization (Computing), Network Security, Hardening, Cryptographic Protocols, Cybersecurity

    4.5
    Rating, 4.5 out of 5 stars
    ·
    658 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Introduction to Computer Information Systems: University of California, Irvine
  • Algorithmic Thinking (Part 2): Rice University
  • Analyze and Predict with AI Insights: Coursera
  • Valuation and Financial Analysis For Startups: Yonsei University
  • Leading Sustainable Community Transformation: University of Colorado Boulder
  • Google Cloud Fundamentals: Core Infrastructure en Español: Google Cloud
  • Database Design and Operational Business Intelligence: Edureka
  • PyTorch for Deep Learning: DeepLearning.AI
  • Engineer Features and Evaluate Models for Production: Coursera
  • Vision & Audio AI Systems: 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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