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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

    Multi-Table data analysis with Tableau: Customer Analysis

    Skills you'll gain: Dashboard, Dashboard Creation, Interactive Data Visualization, Tableau Software, Data Presentation, Data Import/Export, Data Visualization, Data Literacy, Data Visualization Software, Business Intelligence, Data Analysis, Data Integration, Data Modeling

    Intermediate · Guided Project · Less Than 2 Hours

  • W

    Whizlabs

    AWS: Compute and Data Transfer

    Skills you'll gain: Serverless Computing, Amazon Web Services, AWS Kinesis, Cloud Computing Architecture, Amazon S3, Solution Architecture, Cloud-Native Computing, Containerization, Data Migration, Data Pipelines, Kubernetes, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

  • T

    The Hong Kong University of Science and Technology

    Understanding China, 1700-2000: A Data Analytic Approach, Part 1

    Skills you'll gain: Social Studies, Social Sciences, Economics, Policy, and Social Studies, Socioeconomics, World History, Sociology, Public History, Trend Analysis, Data Analysis, Big Data, Research, Higher Education, Political Sciences, Analytics, Data Collection, Education and Training, Case Studies

    ★ 4.7 (127) · Mixed · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Tools for Exploratory Data Analysis in Business

    Skills you'll gain: Data Storytelling, Business Analytics, Data Visualization Software, Analytical Skills, Exploratory Data Analysis, Data Quality, Data Analysis, Data-Driven Decision-Making, Extract, Transform, Load, Analytics, Data Manipulation, Descriptive Statistics, Data Processing, SQL, Python Programming, Application Programming Interface (API)

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

  • P

    Pearson

    Data Science Fundamentals Part 1: Unit 2

    Skills you'll gain: Extract, Transform, Load, Data Transformation, Data Integration, Web Scraping, Data Pipelines, JSON, Object Oriented Programming (OOP), Extensible Markup Language (XML), Data Modeling, Data Collection, Extensible Languages and XML, Application Programming Interface (API), Relational Databases

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    AWS Data Processing and Analysis

    Skills you'll gain: AWS Kinesis, Real Time Data, Apache Spark, Apache Hive, Data Pipelines, Apache Hadoop, Data Processing, Extract, Transform, Load, Amazon Web Services, Serverless Computing, Data Lakes, Data Visualization, Interactive Data Visualization, Query Languages, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • W

    Whizlabs

    AWS: Data Management and Backups

    Skills you'll gain: Amazon S3, Amazon Web Services, Cloud Storage, Data Maintenance, Data Storage Technologies, Data Management, Data Storage, Issue Tracking, Disaster Recovery, Data Loss Prevention, Hybrid Cloud Computing

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Warehousing: Schema, ETL, Optimal Performance

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Business Intelligence, Data Modeling, Database Design, Data Management, Data Integration, Performance Tuning, Databases, Data Transformation, Query Languages, Performance Improvement

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

  • M

    Microsoft

    Exploratory Data Analysis and Visualization

    Skills you'll gain: Data Storytelling, Data Visualization, Tidyverse (R Package), Data Wrangling, Data Preprocessing, Scatter Plots, Data Cleansing

    Beginner · Course · 1 - 3 Months

  • M

    Macquarie University

    Cyber Security: Data, Privacy and AI Security

    Skills you'll gain: Information Privacy, Data Security, Security Testing, Threat Detection, Responsible AI, Data Governance, Cyber Threat Intelligence, Data Management, Cyber Attacks, Cloud Security, Cyber Security Strategy, Cybersecurity, Data Loss Prevention, Data Integrity, Security Management, Security Controls, Security Awareness, Cyber Operations, Artificial Intelligence and Machine Learning (AI/ML), Data Science

    ★ 4.4 (34) · Beginner · Specialization · 3 - 6 Months

  • M

    Microsoft

    Healthcare Data Management, Security, and Compliance

    Skills you'll gain: Data Governance, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Informatics, Azure Active Directory, Health Information Management, Medical Privacy, Cloud Security, Health Care, Data Architecture, Identity and Access Management, Real Time Data, Data Infrastructure, Scalability, AI Security, Health Care Procedure and Regulation, Medical Records, Data Management, Microsoft Azure, Regulatory Compliance, Security Management

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Pittsburgh

    Linear Algebra and Regression Fundamentals for Data Science

    Skills you'll gain: NumPy, Matplotlib, Plot (Graphics), Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Python Programming, Data Analysis, Data Science, Mathematical Software, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning

    ★ 3.9 (8) · Beginner · Course · 1 - 4 Weeks

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

  • Multi-Table data analysis with Tableau: Customer Analysis: Coursera
  • AWS: Compute and Data Transfer: Whizlabs
  • Understanding China, 1700-2000: A Data Analytic Approach, Part 1: The Hong Kong University of Science and Technology
  • Tools for Exploratory Data Analysis in Business: University of Illinois Urbana-Champaign
  • Data Science Fundamentals Part 1: Unit 2: Pearson
  • AWS Data Processing and Analysis: Packt
  • AWS: Data Management and Backups: Whizlabs
  • Data Warehousing: Schema, ETL, Optimal Performance: Coursera
  • Exploratory Data Analysis and Visualization: Microsoft
  • Cyber Security: Data, Privacy and AI Security: Macquarie University

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Python Programming (33)
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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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