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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 Minnesota

    Cloud Data Security

    Skills you'll gain: Cloud Security, Data Security, Cloud Services, Cloud Storage, Personally Identifiable Information, General Data Protection Regulation (GDPR), Information Privacy, Data Management, Data Storage, Data Governance, Data Integrity, Security Controls, Analysis, Authorization (Computing), Health Insurance Portability And Accountability Act (HIPAA) Compliance, Relational Databases, Encryption, SQL

    4.2 stars, 27 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (27) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Analyze Usage Data

    Skills you'll gain: Data Presentation, Trend Analysis, Data Literacy, Content Performance Analysis, Analysis, Data Analysis, Web Analytics, Data-Driven Decision-Making, Stakeholder Communications, Performance Metric, Data Management, Decision Making

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Sage Publications

    From Social Science to Data Science

    Skills you'll gain: Pandas (Python Package), Statistical Methods, Data Import/Export, Statistical Analysis, Research Design, Data Literacy, Statistical Inference, Text Mining, Science and Research, Data Integration, Data Manipulation, Data Analysis, Research Methodologies, Applied Machine Learning, Predictive Analytics, Data Science, Social Sciences, Network Analysis, Data Visualization, Python Programming

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Conducting Exploratory Data Analysis

    Skills you'll gain: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Visualization Software, Analysis, Data Analysis, Statistical Analysis, Python Programming

    4.3 stars, 6 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.3 (6) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Statistics and Applied Data Analysis

    Skills you'll gain: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Statistical Programming, R (Software), Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Statistical Software, Microsoft Excel, Statistics, Data Analysis

    4.6 stars, 52 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (52) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    BigQuery Soccer Data Analysis

    Skills you'll gain: Database Software, Databases, Database Management, SQL, Query Languages, Data Analysis, Data Science, Statistical Analysis

    3.1 stars, 9 reviews, Beginner, Project, Less Than 2 Hours

    ★ 3.1 (9) · Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Mastering Data Analysis with Pandas

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Python Programming

    4.6 stars, 182 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (182) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Excel for Data Analysis

    Skills you'll gain: Data-Driven Decision-Making, Microsoft Excel, Data Storytelling, Excel Formulas, Data Analysis, Data Presentation, Customer Analysis, Spreadsheet Software, Descriptive Analytics, Statistical Analysis, Business Reporting, Performance Analysis, Descriptive Statistics, Google Sheets, Report Writing

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Build Data Tables

    Skills you'll gain: Milestones (Project Management), Timelines, Management Reporting, IT Management, Information Management, Organizational Skills, Data Management, Data Entry, Technical Communication, Project Documentation, Project Management Office (PMO), Data Architecture, Project Implementation, Project Planning, Project Management Institute (PMI) Methodology, Maintainability

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    Nanjing University

    Data Processing Using Python

    Skills you'll gain: Data Processing, Data Mining, Data Structures, Data Presentation, Object Oriented Programming (OOP), Web Scraping, Data Science, Data Capture, Data Analysis, Python Programming, Data Access, NumPy, Data Preprocessing, Data Visualization, Data Manipulation, UI Components, User Interface (UI) Design, Programming Principles

    4.1 stars, 378 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.1 (378) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Master of Science in Data Science

    Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Generative AI, Financial Statement Analysis, Agile Project Management, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Sampling (Statistics), Failure Analysis, Data Ethics, Goal Setting, Database Design, Data Visualization

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • U

    University of Pittsburgh

    Applied Bayesian Data Analysis

    Skills you'll gain: Bayesian Statistics, Statistical Modeling, Predictive Analytics, Statistics, Regression Analysis, Predictive Modeling, Statistical Inference, Probability & Statistics, Mathematical Modeling, Model Evaluation, Data Analysis, Data Science, Statistical Machine Learning, Statistical Analysis, Statistical Programming, Markov Model, Probability Distribution, Sampling (Statistics), Machine Learning, Python Programming

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
1…585960…834

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

  • Cloud Data Security: University of Minnesota
  • Analyze Usage Data: Coursera
  • From Social Science to Data Science: Sage Publications
  • Conducting Exploratory Data Analysis: Coursera
  • Statistics and Applied Data Analysis: University of Colorado Boulder
  • BigQuery Soccer Data Analysis: Google Cloud
  • Mastering Data Analysis with Pandas: Coursera
  • Excel for Data Analysis: Coursera
  • Build Data Tables: Coursera
  • Data Processing Using Python: Nanjing University

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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