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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


  • L

    LearnQuest

    Python Scripting: Files, Inheritance, and Databases

    Skills you'll gain: File I/O, Plot (Graphics), Pandas (Python Package), Data Persistence, NumPy, Scripting, Object Oriented Programming (OOP), Python Programming, Query Languages, Databases, Object Oriented Design, Data Import/Export, Data Access, File Management

    4.4 stars, 21 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (21) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Pittsburgh

    Cloud Computing Fundamentals

    Skills you'll gain: Cloud Computing, Cloud Deployment, Cloud Technologies, Cloud Services, Virtualization and Virtual Machines, Cloud Computing Architecture, Cloud Infrastructure, Virtualization, Cloud Platforms, NoSQL, Cloud Storage, Database Design, Database Management, Data Warehousing, MongoDB, MySQL, SQL, Application Programming Interface (API), Python Programming, Git (Version Control System)

    Intermediate · Course · 1 - 4 Weeks

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

    Packt

    Cloud Security, Resiliency, and Vulnerability Management

    Skills you'll gain: Infrastructure as Code (IaC), Endpoint Security, Vulnerability Management, Cloud Computing Architecture, Cloud Security, Cyber Threat Intelligence, Vulnerability Assessments, Vulnerability Scanning, Cyber Attacks, Network Architecture, Threat Management, Cloud Infrastructure, Cloud Standards, Zero Trust Network Access, Cybersecurity, IT Security Architecture, Network Security, Cloud Deployment, Infrastructure Security, AI Security

    4.7 stars, 6 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • F

    Fred Hutchinson Cancer Center

    AI for Decision Makers

    Skills you'll gain: Responsible AI, AI Enablement, Data Ethics, Technical Management, AI Product Strategy, Technology Strategies, Artificial Intelligence, AI literacy, Business Ethics, Artificial Intelligence and Machine Learning (AI/ML), Project Management, Legal Risk, Law, Regulation, and Compliance, Ethical Standards And Conduct, Regulation and Legal Compliance, AI Integrations, Decision Making, Generative AI, Case Studies, Mitigation

    4.5 stars, 25 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (25) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Nail Regression & Classification

    Skills you'll gain: Model Evaluation, Predictive Modeling, Regression Analysis, Statistical Machine Learning, Statistical Modeling, Classification Algorithms, Predictive Analytics, Logistic Regression, Feature Engineering, Applied Machine Learning, Data-Driven Decision-Making, Data Preprocessing, Model Optimization, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Effective Strategies for Improving Employee Retention 

    Skills you'll gain: Employee Retention, Employee Engagement, Workplace inclusivity, Workforce Development, Talent Management, Human Resource Strategy, Employee Surveys, Driving engagement, Diversity Equity and Inclusion Initiatives, Telecommuting, Recognizing Others, Staff Management, Drive Engagement, People Analytics, Virtual Teams

    4.6 stars, 24 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    SystemVerilog Tutorials: Hardware Design & Verification

    Skills you'll gain: Hardware Design, Field-Programmable Gate Array (FPGA), Data Structures, Computational Logic, Application Specific Integrated Circuits, System Design and Implementation, Verification And Validation, Embedded Systems, Test Script Development, Simulation and Simulation Software, Code Reusability, Data Synthesis, Analysis, Design, Process Optimization

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    Skillshare

    7-Day Personal Branding Challenge: Get Paid to Be You

    Skills you'll gain: Content Creation, Target Audience, Web Presence, Storytelling, Brand Strategy, Branding, Social Media Content, Social Media, Brand Marketing, Content Development and Management, Brand Awareness, Social Media Marketing, Brand Management, Digital Brand Strategy, Content Strategy, Value Propositions, Communication, Diversity and Inclusion

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillUp

    Customer Identification Program - US

    Skills you'll gain: Compliance Training, Financial Industry Regulatory Authorities, Regulatory Compliance, Financial Regulation, Personally Identifiable Information, Workflow Management, Fraud detection, Financial Controls, Standard Operating Procedure, Event Monitoring, Data Validation, Financial Systems, Data Collection, Finance

    Beginner · Course · 1 - 4 Weeks

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

    EDUCBA

    Analyze Capital, Basel, Stress Testing, and Resilience

    Skills you'll gain: Risk Management Framework, Cyber Governance, Financial Analysis, Performance Stress Testing, Governance Risk Management and Compliance, Financial Regulation, Business Continuity, Financial Systems, Data Management, Financial Market, Banking, Capital Markets

    5 stars, 10 reviews, Mixed, Course, 1 - 3 Months

    ★ 5 (10) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    LearnQuest

    클라우드 컴퓨팅 기초(Cloud 101)

    Skills you'll gain: Cloud Hosting, Cloud Computing, Cloud Services, Cloud Deployment, Cloud Platforms, Cloud Technologies, Public Cloud, Cloud Computing Architecture, Cloud Infrastructure, Managed Services, Computing Platforms, Infrastructure As A Service (IaaS), Serverless Computing, Service Level, Microsoft Azure, Software As A Service, Hybrid Cloud Computing, Platform As A Service (PaaS), Distributed Computing, Servers

    4.5 stars, 27 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (27) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Build a Project Tracking App with AppSheet

    Skills you'll gain: No-Code Development, Google Sheets, Google Workspace, Application Design, Google Cloud Platform, Cloud-Based Integration, Force.com, Data Integration, Microsoft Excel

    Beginner · Project · Less Than 2 Hours

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

  • Python Scripting: Files, Inheritance, and Databases: LearnQuest
  • Cloud Computing Fundamentals: University of Pittsburgh
  • Cloud Security, Resiliency, and Vulnerability Management: Packt
  • AI for Decision Makers: Fred Hutchinson Cancer Center
  • Nail Regression & Classification: Coursera
  • Effective Strategies for Improving Employee Retention : Coursera
  • SystemVerilog Tutorials: Hardware Design & Verification: Coursera
  • 7-Day Personal Branding Challenge: Get Paid to Be You: Skillshare
  • Customer Identification Program - US: SkillUp
  • Analyze Capital, Basel, Stress Testing, and Resilience: EDUCBA

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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