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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

    Probabilistic Graphical Models: A Compact Introduction

    Skills you'll gain: Bayesian Network, Bayesian Statistics, Network Model, Artificial Intelligence and Machine Learning (AI/ML), Decision Intelligence, Predictive Modeling, Markov Model, Statistical Modeling, Statistical Inference, Graph Theory, Sampling (Statistics), Algorithms

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Deep Learning for Computer Vision

    Skills you'll gain: Autoencoders, Convolutional Neural Networks, Generative Adversarial Networks (GANs), Generative Model Architectures, Model Deployment, Model Training, Unsupervised Learning

    4.5 stars, 26 reviews, Intermediate, Course, 1 - 4 Weeks

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

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

    Universitat Autònoma de Barcelona

    Climate change and Indigenous People and local communities

    Skills you'll gain: Climate Change Adaptation, Research Methodologies, Research, Surveys, Qualitative Research, Social Impact, Environmental Policy, Social Justice, Data Collection, Environmental Monitoring, Vulnerability, Environmental Science, Natural Resource Management, Policy Analysis, Governance, Fundraising

    4.5 stars, 56 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • E

    EDUCBA

    Evaluate and Optimize Enterprise Log Analytics

    Skills you'll gain: Authentications, Splunk, Role-Based Access Control (RBAC), Data Maintenance, Security Assertion Markup Language (SAML), Interactive Data Visualization, Pivot Tables And Charts, Data Presentation, Dashboard Creation, Dashboard, Single Sign-On (SSO), Performance Tuning, Identity and Access Management, Lightweight Directory Access Protocols, Configuration Management, Data Integration, Scalability, Network Troubleshooting, Data Management, Data Analysis

    Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    AI-900 MS Azure AI Fundamentals

    Skills you'll gain: Responsible AI, Microsoft Azure, Artificial Intelligence, Data Ethics, Image Analysis, Natural Language Processing, Computer Vision, AI literacy, AI Security, Applied Machine Learning, AI Workflows, Model Deployment, Machine Learning, Analytics

    4.5 stars, 41 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (41) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Pearson

    Certified Kubernetes Administrator (CKA)

    Skills you'll gain: Kubernetes, Application Deployment, API Gateway, Cloud-Native Computing, Containerization, Network Troubleshooting, Data Storage, Network Administration, Infrastructure Security, Role-Based Access Control (RBAC), YAML, Security Controls, Linux Administration, Data Storage Technologies, General Networking, Problem Management, Network Security, Data Persistence, Test Tools, Scenario Testing

    4.4 stars, 18 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.4 (18) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Google Analytics: Reports & Traffic Analysis

    Skills you'll gain: Google Analytics, Conversion Funnel Analysis, Marketing Effectiveness, Smart Goals, Web Analytics and SEO, Data-Driven Marketing, Google Ads, Web Analytics, Marketing Analytics, Goal Setting, Search Engine Optimization, Marketing Strategies, Customer Insights, Campaign Management, Performance Reporting, Target Audience, Business Reporting, Key Performance Indicators (KPIs), Performance Analysis, Data-Driven Decision-Making

    4 stars, 6 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4 (6) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • T

    The Hong Kong University of Science and Technology

    Social Science Approaches to the Study of Chinese Society Part 1

    Skills you'll gain: Social Sciences, Social Studies, Science and Research, Economics, Policy, and Social Studies, Research Design, Surveys, Qualitative Research, Research, Research Methodologies, Sociology, Scientific Methods, Political Sciences, Experimentation, Anthropology, Economics, Correlation Analysis

    4.7 stars, 52 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (52) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    Infosec

    OWASP Top 10 - Risks 6-10

    Skills you'll gain: Open Web Application Security Project (OWASP), Authentications, Application Security, Vulnerability Management, Event Monitoring, Security Controls, Exploitation techniques, Data Integrity, Continuous Monitoring, System Monitoring, Patch Management, Identity and Access Management, Multi-Factor Authentication, Incident Response, Server Side, CI/CD

    4.6 stars, 62 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (62) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Learn SAP ABAP Fundamentals and Core Programming Concepts

    3.8 stars, 29 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.8 (29) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft HR Manager

    Skills you'll gain: Succession Planning, Employee Coaching, Empathy & Emotional Intelligence, Root Cause Analysis, Data Entry, Recognizing Others, Human Resources, Smart Goals, Emotional Intelligence, Human Resources Management and Planning, Workforce Planning, Strategic Leadership, HR Tech, Microsoft Copilot, Data-Driven Decision-Making, LinkedIn, Process Optimization, Process Improvement and Optimization, Business Process Automation, Professional Development

    4.3 stars, 6 reviews, Advanced, Professional Certificate, 3 - 6 Months

    ★ 4.3 (6) · Advanced · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • R

    Rice University

    Physics 102 - Electric Potential and DC Circuits

    Skills you'll gain: Basic Electrical Systems, Electrical Engineering, Physics, Electrical Systems, Electronics, Electronic Components, electromagnetics, Scientific Visualization, Problem Solving, Calculus, Integral Calculus

    4.8 stars, 35 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (35) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular big data courses

  • Probabilistic Graphical Models: A Compact Introduction: Coursera
  • Deep Learning for Computer Vision: University of Colorado Boulder
  • Climate change and Indigenous People and local communities: Universitat Autònoma de Barcelona
  • Evaluate and Optimize Enterprise Log Analytics: EDUCBA
  • AI-900 MS Azure AI Fundamentals: EDUCBA
  • Certified Kubernetes Administrator (CKA): Pearson
  • Google Analytics: Reports & Traffic Analysis: Coursera
  • Social Science Approaches to the Study of Chinese Society Part 1: The Hong Kong University of Science and Technology
  • OWASP Top 10 - Risks 6-10: Infosec
  • Learn SAP ABAP Fundamentals and Core Programming Concepts: Board Infinity

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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