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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 Virginia

    Coding Data Models with AI

    Skills you'll gain: Model View Controller, Integrated Development Environments, Data Modeling, Data Store, Database Development, Database Design, Software Development Tools, NoSQL, Database Architecture and Administration, OpenAI API, LLM Application, Application Programming Interface (API), AI Enablement, OpenAI, ChatGPT, Version Control, Infrastructure Architecture, Artificial Intelligence, AI literacy, Restful API

    Beginner · Course · 1 - 4 Weeks

  • T

    The Hong Kong University of Science and Technology

    Understanding China, 1700-2000: A Data Analytic Approach, Part 2

    Skills you'll gain: Social Studies, Social Sciences, Big Data, Sociology, Demography, Socioeconomics, Culture, Economics, Data Analysis, Analytics, World History, Quantitative Research

    4.5
    Rating, 4.5 out of 5 stars
    ·
    61 reviews

    Mixed · Course · 1 - 4 Weeks

  • I

    IBM

    Data Engineering Career Guide and Interview Preparation

    Skills you'll gain: Professional Networking, Interviewing Skills, LinkedIn, Technical Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    103 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Calculus through Data & Modelling: Series and Integration

    Skills you'll gain: Calculus, Integral Calculus, Advanced Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Numerical Analysis, Mathematical Modeling, Mathematical Software, Exploratory Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    58 reviews

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Mastering Data Wrangling with dplyr

    Skills you'll gain: Data Manipulation, Data Transformation, Tidyverse (R Package), Data Wrangling, R Programming, R (Software), Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Retrieve Data with Multiple-Table SQL Queries

    Skills you'll gain: SQL, Query Languages, Relational Databases, Database Management, Databases, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    99 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Illinois Urbana-Champaign

    Data Analytics Foundations for Accountancy II

    Skills you'll gain: Anomaly Detection, Feature Engineering, Data Ethics, Machine Learning Algorithms, Machine Learning Methods, Classification Algorithms, Responsible AI, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Supervised Learning, Unsupervised Learning, Scikit Learn (Machine Learning Library), Model Evaluation, Model Training, Machine Learning Software, Decision Tree Learning, Model Optimization, Regression Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft Foundations of IT Systems, Networking, and Data Protection

    Skills you'll gain: Network Security, Computer Hardware, Generative AI, Data Storage Technologies, Data Storage, Microsoft 365, Hybrid Cloud Computing, Generative Model Architectures, Enterprise Application Management, Data Management, Network Protocols, Computer Science, Data Security, OSI Models, TCP/IP, Data Store, Data Integrity, Cloud Computing, Data Processing, Software Development

    Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Analyze Data Using R for Statistical Analytics

    Skills you'll gain: Analytical Skills, Statistical Methods, Exploratory Data Analysis, R (Software), Business Analytics, Data Analysis, Statistical Analysis, Data Visualization, Analytics, Statistical Visualization, R Programming, Analysis, Statistical Programming, Predictive Analytics, Statistical Modeling, Data Structures, Statistical Software, Time Series Analysis and Forecasting, Data Manipulation, Regression Analysis

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Git, Docker & CI/CD: DevOps Foundations for Data Engineers

    Skills you'll gain: Ansible, Infrastructure as Code (IaC), Configuration Management, Correlation Analysis, CI/CD, Docker (Software), GitHub, Data Strategy, Collaborative Software, Git (Version Control System), Containerization, Cloud Infrastructure, Data Security, Data Pipelines, Version Control, Continuous Deployment, Continuous Integration, Devops Tools, Kubernetes, Scalability

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate en Español

    Skills you'll gain: Google Cloud Platform, Data Lakes, Data Pipelines, Dataflow, Data Processing, Big Data, Apache Spark, Systems Design, Extract, Transform, Load, Model Deployment, Data Infrastructure, Real Time Data, Data Integration, Apache Hadoop, Data Warehousing, Metadata Management, Machine Learning Methods, Data Architecture, Data Quality, Data Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    817 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Optimize Campaigns: Data-Driven Marketing

    Skills you'll gain: Google Analytics, Web Analytics, Marketing Analytics, Data-Driven Marketing, Cross-Channel Marketing, Target Audience, Digital Analysis, Marketing Effectiveness, Digital Marketing Campaigns, Campaign Management, Data Presentation, Performance Measurement, Advertising Campaigns, Marketing Channel, Marketing Strategies, Consumer Behaviour, Performance Analysis, Market Analysis, Marketing Budgets, Resource Allocation

    Beginner · Course · 1 - 4 Weeks

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

  • Coding Data Models with AI: University of Virginia
  • Understanding China, 1700-2000: A Data Analytic Approach, Part 2: The Hong Kong University of Science and Technology
  • Data Engineering Career Guide and Interview Preparation: IBM
  • Calculus through Data & Modelling: Series and Integration: Johns Hopkins University
  • Mastering Data Wrangling with dplyr: Microsoft
  • Retrieve Data with Multiple-Table SQL Queries: Coursera
  • Data Analytics Foundations for Accountancy II: University of Illinois Urbana-Champaign
  • Microsoft Foundations of IT Systems, Networking, and Data Protection: Microsoft
  • Analyze Data Using R for Statistical Analytics: EDUCBA
  • Git, Docker & CI/CD: DevOps Foundations for Data Engineers: 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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