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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


  • C

    Coursera

    Ethics and Safety in Open AI

    Skills you'll gain: Responsible AI, AI Security, Generative AI, Data Ethics, General Data Protection Regulation (GDPR), Security Testing, Model Evaluation, Open Source Technology, Metadata Management, Data Validation

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Introduction to SQL Window Functions

    Skills you'll gain: SQL, PostgreSQL, Query Languages, Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    23 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Foundations of Inventory Systems and Player Interaction

    Skills you'll gain: Unity Engine, Debugging, User Interface (UI) Design, Game Design, Video Game Development, User Interface and User Experience (UI/UX) Design, 3D Assets, Program Development, Interaction Design, Scripting, C# (Programming Language)

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    ANOVA and Experimental Design

    Skills you'll gain: Statistical Hypothesis Testing, Experimentation, Research Design, Statistical Analysis, Data Ethics, Statistical Modeling, Data Science, A/B Testing, Data Analysis, Quantitative Research, Regression Analysis, Statistical Inference, Probability & Statistics, Sample Size Determination, Linear Algebra, Calculus

    Build toward a degree

    4
    Rating, 4 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Unlock Product Insights: Analyze and Evaluate

    Skills you'll gain: Analytical Skills, Analysis, Data Preprocessing, Data Analysis, Model Evaluation, Product Knowledge, Business Analytics, Decision Making, Predictive Modeling, Classification Algorithms, Statistical Modeling, Logistic Regression, Decision Tree Learning, Research, Investigation, Quantitative Research, Scientific Methods

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    The Ultimate Linux Bootcamp for DevOps SRE & Cloud Engineers

    Skills you'll gain: Linux Servers, Unix Commands, Systems Administration, Network Support, TCP/IP, Service Management, Network Troubleshooting, Site Reliability Engineering, IT Automation, Hardware Architecture, File Management

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Asana Advanced: Portfolio, Dashboards & Planning at Scale

    Skills you'll gain: Resource Allocation, Timelines, Project Performance, Project Portfolio Management, Goal Setting, Root Cause Analysis, Resource Management, Dashboard, Project Coordination, Variance Analysis, Trend Analysis, Scheduling, Stakeholder Communications, Project Schedules, Project Management, Project Management Software, Capacity Planning, Portfolio Management, Power BI, Strategic Planning

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Virginia

    Digital Product Management: Modern Fundamentals

    Skills you'll gain: New Product Development, Product Management, Innovation, Product Improvement, Customer Insights, Design and Product, Product Roadmaps, Design Thinking, Stakeholder Engagement, Customer Engagement, Agile Methodology, Data-Driven Decision-Making, Web Analytics, Business Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    5.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Pentesting APIs

    Skills you'll gain: Secure Coding, API Testing, Application Programming Interface (API), Security Testing, Open Web Application Security Project (OWASP), Penetration Testing, Application Security, Restful API, Authentications, Personally Identifiable Information, Brute-force attacks, Security Engineering, Threat Modeling, Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Assessments, Exploitation techniques, Data Security, Business Logic, Authorization (Computing), Cybersecurity

    Intermediate · Course · 1 - 3 Months

  • U

    University of Illinois at Urbana-Champaign

    CPA Pathways Graduate Certificate

    Skills you'll gain: Business Strategy, Data Visualization, Data Storytelling, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Project Closure, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Data Governance, Financial Auditing, Generative AI, Supply And Demand

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • G

    Google

    Google Marketing Digital e E-Commerce

    Skills you'll gain: Email Marketing, Paid media, Target Audience, Data Storytelling, Social Media Marketing, Social Media Strategy, Content Creation, Search Engine Optimization, Marketing Budgets, Order Fulfillment, Media Planning, Search Engine Marketing, Google Ads, Social Media Management, Customer Retention, Customer Relationship Management, E-Commerce, Performance marketing, Email Automation, Marketing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    4.7K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • U

    Universitat Autònoma de Barcelona

    Competencias digitales de ofimática: Microsoft Excel

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Productivity Software, Microsoft Office, Excel Formulas, Data Visualization, Computer Literacy, Data Entry

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.6K reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Ethics and Safety in Open AI: Coursera
  • Introduction to SQL Window Functions: Coursera
  • Foundations of Inventory Systems and Player Interaction: Packt
  • ANOVA and Experimental Design: University of Colorado Boulder
  • Unlock Product Insights: Analyze and Evaluate: Coursera
  • The Ultimate Linux Bootcamp for DevOps SRE & Cloud Engineers: Packt
  • Asana Advanced: Portfolio, Dashboards & Planning at Scale: Coursera
  • Digital Product Management: Modern Fundamentals: University of Virginia
  • Pentesting APIs: Packt
  • CPA Pathways Graduate Certificate: University of Illinois at Urbana-Champaign

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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