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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


  • U

    University of Colorado Boulder

    Introduction to Machine Learning: Supervised Learning

    Skills you'll gain: Classification And Regression Tree (CART), Applied Machine Learning, Statistical Machine Learning, Machine Learning Methods, Model Training, Model Optimization

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

  • S

    Skillshare

    Use Notion Databases Like a Pro

    Skills you'll gain: Database Development, Dashboard, Database Design, Database Software, Relational Databases, Databases, Database Management, Data Visualization, Workflow Management, Consolidation, Productivity Software, Data Management, Computational Logic

    Beginner · Course · 1 - 4 Weeks

  • B

    Birla Institute of Technology & Science, Pilani

    Programming Mobile Devices

    Skills you'll gain: Android Development, Android Studio, Mobile Development, User Interface (UI), Mobile Development Tools, Kotlin, Application Development, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, UI Components, Mobile Security, Data Persistence, Data Management, Geographic Information Systems, Restful API, Performance Tuning, Global Positioning Systems, Application Programming Interface (API), Cloud Storage, Application Performance Management

    Intermediate · Course · 1 - 3 Months

  • K

    Kennesaw State University

    Six Sigma Green Belt

    Skills you'll gain: Statistical Process Controls, Statistical Hypothesis Testing, Process Capability, Team Management, Team Performance Management, Quality Improvement, Root Cause Analysis, Six Sigma Methodology, Lean Six Sigma, Lean Methodologies, Team Building, Exploratory Data Analysis, Process Improvement, Quality Control, Probability & Statistics, Probability Distribution, Process Improvement and Optimization, Statistical Methods, Process Analysis, Data Literacy

    ★ 4.7 (4.8K) · Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Production-Ready Multimodal ML Engineering

    Skills you'll gain: MLOps (Machine Learning Operations), Data Validation, Model Deployment, Test Driven Development (TDD), Apache Airflow, Data Pipelines, Containerization, Extract, Transform, Load, Kubernetes, Model Training, Data Integrity, Model Optimization, Cloud-Native Computing, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Artificial Intelligence, Artificial Neural Networks, Machine Learning Algorithms, Natural Language Processing, Algorithms

    Intermediate · Course · 3 - 6 Months

  • B

    Board Infinity

    Advanced Google Analytics 4: Optimization and Attribution

    Skills you'll gain: Google Analytics, Looker (Software), Marketing Analytics, Data-Driven Marketing, Web Analytics, Marketing Budgets, Google Ads, Marketing Automation, Campaign Management, Data Governance, Data Integrity, Digital Analysis, Data Presentation, Marketing Effectiveness, Marketing Channel, Data Storytelling, AI Personalization, Data Integration, Personalized Campaigns, Presentations

    Advanced · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    ETL Pipelines with Rust

    Skills you'll gain: Extract, Transform, Load, Rust (Programming Language), Data Pipelines, JSON, Other Programming Languages, Data Import/Export, Data Integrity, Testability, Data Validation, File I/O, Data Quality, Software Testing, Record Keeping, Data Loss Prevention

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    AI Workflow: AI in Production

    Skills you'll gain: Model Deployment, Application Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, AI Integrations, Model Evaluation, Machine Learning, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Continuous Monitoring, Data Science, Python Programming, Design Thinking

    ★ 4.5 (60) · Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Mining Quality Prediction Using Machine & Deep Learning

    Skills you'll gain: Regression Analysis, Predictive Modeling, Exploratory Data Analysis, Model Evaluation, Model Training, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning Methods, Statistical Methods, Applied Machine Learning, Machine Learning, Data Preprocessing, Decision Tree Learning, Deep Learning, Data Analysis, Test Data, Artificial Neural Networks, Data Import/Export, Python Programming

    ★ 4.8 (69) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Primary Research and GDPR Compliance

    Skills you'll gain: Business Research, General Data Protection Regulation (GDPR), Data Ethics, Strategic Decision-Making, Market Research, Business Ethics, Case Studies, Research Design, Research, Research Methodologies, Compliance Management, Law, Regulation, and Compliance, Information Privacy, Data Collection, Informed Consent, Ethical Standards And Conduct, Project Design, Data Capture, Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Workspace 데이터 거버넌스

    Skills you'll gain: Data Loss Prevention, Data Governance, Gmail, Data Management, Google Workspace, Information Management, Record Keeping, Data Security, Records Management, Data Import/Export, Cloud Security, Document Management, File Management, Email Security, Personally Identifiable Information, Data Storage

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Embedding Sensors and Motors

    Skills you'll gain: Control Systems, Machine Controls, Engineering, Scientific, and Technical Instruments, Process Control, Embedded Systems, Embedded Software, Electrical and Computer Engineering, Real Time Data, Laboratory Equipment, Laboratory Experience, Electronic Systems, Electronics, Electronics Engineering, Power Electronics, Electronic Hardware, Manufacturing Processes, Electrical Equipment, Thermal Management, Hardware Design, Electrical Engineering

    ★ 4.6 (2.9K) · Intermediate · Specialization · 3 - 6 Months

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

  • Introduction to Machine Learning: Supervised Learning: University of Colorado Boulder
  • Use Notion Databases Like a Pro: Skillshare
  • Programming Mobile Devices: Birla Institute of Technology & Science, Pilani
  • Six Sigma Green Belt: Kennesaw State University
  • Production-Ready Multimodal ML Engineering: Coursera
  • Advanced Google Analytics 4: Optimization and Attribution: Board Infinity
  • ETL Pipelines with Rust: Pragmatic AI Labs
  • AI Workflow: AI in Production: IBM
  • Mining Quality Prediction Using Machine & Deep Learning: Coursera
  • Primary Research and GDPR Compliance: 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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