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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


  • S

    Simplilearn

    AI & Deep Learning Concepts and Applications

    Skills you'll gain: Reinforcement Learning, Artificial Intelligence, Tensorflow, Artificial Neural Networks, Machine Learning Methods, Machine Learning Algorithms, Deep Learning, Machine Learning, Applied Machine Learning, AI literacy, Data Ethics, Supervised Learning, Responsible AI, Unsupervised Learning, Model Training, Digital Transformation

    4.1 stars, 10 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.1 (10) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Fabric Foundations and Environment Management

    Skills you'll gain: Data Lakes, Data Integration, Data Manipulation, Dataflow, Data Mapping, Data Infrastructure, Data Pipelines, Data Warehousing, Extract, Transform, Load, Data Cleansing, Data Quality, Data Transformation, Data Wrangling, Data Processing, Data Architecture, Data Store, Data Validation, Data Import/Export, AI Workflows

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • K

    KodeKloud

    Azure Backup, Monitor, and AZ-104 Exam Prep

    Skills you'll gain: Performance Tuning, Disaster Recovery, Microsoft Azure, Data Maintenance, Data Loss Prevention, Cloud Management, Data Security, Query Languages, Data Storage, System Monitoring, Event Monitoring, Continuous Monitoring

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    JavaScript Programming with React, Node & MongoDB

    Skills you'll gain: Node.JS, Restful API, Database Design, Front-End Web Development, React Redux, Ajax, Database Development, Database Application, Server Side, Back-End Web Development, NoSQL, Javascript, Full-Stack Web Development, React.js, Performance Tuning, API Design, Data Structures, MongoDB, Debugging, JavaScript Frameworks

    4.4 stars, 1.5K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (1.5K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Fabric Foundations

    Skills you'll gain: Data Lakes, Dependency Analysis, Data Architecture, Change Control, Data Warehousing, Capacity Management, Data Pipelines, Software As A Service, Virtualization, Transact-SQL, Data Integration, Dataflow

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • K

    KodeKloud

    Hands-On MLOps Fundamentals for ML Engineers

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Data Architecture, Model Training, Apache Airflow, Data Pipelines, Apache Kafka, DevOps, CI/CD, Apache Spark, Pandas (Python Package), Deep Learning, Data Governance, Machine Learning, Supervised Learning, Flask (Web Framework), Grafana, Python Programming, Unsupervised Learning, Automation

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    BiteSize Python for Absolute Beginners

    Skills you'll gain: Data Structures, Python Programming, Programming Principles, Code Reusability, Data Access, Program Development, Computational Logic, Data Management, Functional Design, Computational Thinking, Jupyter, Development Environment

    4.9 stars, 15 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.9 (15) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    SkillUp

    Intro to Lean Six Sigma and Project Identification Methods

    Skills you'll gain: Process Mapping, Lean Six Sigma, Project Risk Management, Six Sigma Methodology, Lean Methodologies, Risk Management, Process Flow Diagrams, Risk Control, Risk Management Framework, Risk Mitigation, Process Improvement, Customer Analysis, Quality Improvement, Performance Metric, User Feedback, Process Improvement and Optimization, Continuous Improvement Process, Key Performance Indicators (KPIs), Project Documentation, Performance Measurement

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

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

    Status: Free trial
    Free trial
  • M

    Meta

    HTML and CSS in depth

    Skills you'll gain: Responsive Web Design, Bootstrap (Front-End Framework), HTML and CSS, Cascading Style Sheets (CSS), Front-End Web Development, Hypertext Markup Language (HTML), Web Design, Browser Compatibility, Web Development Tools, Semantic Web, UI Components, Web Analytics and SEO, Server Side, Animations, Debugging, Javascript, Data Validation

    4.7 stars, 1.9K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (1.9K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    Machine Learning and NLP Basics

    Skills you'll gain: Machine Learning Methods, Tensorflow, Predictive Modeling, Machine Learning, Text Mining, Deep Learning, Machine Learning Algorithms, Natural Language Processing, Applied Machine Learning, Convolutional Neural Networks, Supervised Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, Classification Algorithms, Data Science, Model Training, Artificial Neural Networks, Data Preprocessing, Model Optimization

    3.4 stars, 34 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.4 (34) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Email Marketing Foundations

    Skills you'll gain: Email Marketing, Data-Driven Marketing, Marketing Automation, Marketing Operations, Copywriting, A/B Testing, Information Privacy, Campaign Management, Email Security, Data-Driven Decision-Making, Target Audience, Conversion Funnel Analysis, Content Optimization, HubSpot CRM, General Data Protection Regulation (GDPR), Customer Data Management, Content Performance Analysis, Email Automation, Compliance Management, Marketing Analytics

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Foundations of Cybersecurity, Networking, and Cloud Systems

    Skills you'll gain: Cryptography, Network Monitoring, Network Security, Distributed Denial-Of-Service (DDoS) Attacks, Computer Systems, Data Storage Technologies, Cybersecurity, Threat Detection, Security Controls, General Networking, Cloud Computing, Microsoft Azure, Active Directory, Encryption, Firewall, Operating Systems, Authentications, Authorization (Computing), General Data Protection Regulation (GDPR), Business Software

    4.7 stars, 2.6K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (2.6K) · Intermediate · Specialization · 3 - 6 Months

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

  • AI & Deep Learning Concepts and Applications: Simplilearn
  • Fabric Foundations and Environment Management: Microsoft
  • Azure Backup, Monitor, and AZ-104 Exam Prep: KodeKloud
  • JavaScript Programming with React, Node & MongoDB: IBM
  • Fabric Foundations: Microsoft
  • Hands-On MLOps Fundamentals for ML Engineers: KodeKloud
  • BiteSize Python for Absolute Beginners: University of Colorado Boulder
  • Intro to Lean Six Sigma and Project Identification Methods: SkillUp
  • HTML and CSS in depth: Meta
  • Machine Learning and NLP Basics: Edureka

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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