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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


  • G

    Google

    Google Data-Driven Decision Making

    Skills you'll gain: Data Visualization, Data Ethics, Dashboard Creation, Data Presentation, Performance Measurement, Data Literacy, Data Analysis, Business Intelligence Software, Tableau Software, Data Integrity, Stakeholder Engagement, Data Storytelling, Analysis, Prompt Patterns, Statistical Methods, Analytics, Stakeholder Communications, Visual Design, Spreadsheet Software, Verbal Communication Skills

    4.7 stars, 113 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (113) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Glasgow

    Data-Driven Leadership

    Skills you'll gain: Data Literacy, Data-Driven Decision-Making, Case Studies, Strategic Decision-Making, Leadership Studies, Data Strategy, Decision Making, Data Quality, Crisis Management, Leadership, Organizational Effectiveness, Business Transformation, Leadership Development, Agile Methodology, Organizational Leadership, Strategic Leadership, Leadership and Management, Digital Transformation, Team Management, Critical Thinking

    4.7 stars, 162 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (162) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Data Topology

    Skills you'll gain: Multi-Cloud, Data Architecture, Dataflow, Data Management, Regulatory Compliance, Law, Regulation, and Compliance, Information Architecture, Cloud Management, Information Management, Data Infrastructure, AI Integrations, Data Science, Strategic Planning

    4.6 stars, 36 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (36) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    Snowflake

    Intro to Snowflake for Devs, Data Scientists, Data Engineers

    Skills you'll gain: Data Engineering, Data Manipulation, Data Store, Data Warehousing, SQL, Data Pipelines, Extract, Transform, Load, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC), Stored Procedure, Cloud Services, LLM Application, Application Frameworks, Generative AI, Large Language Modeling, Applied Machine Learning, Data Science, Machine Learning

    4.8 stars, 240 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Healthcare Data Models

    Skills you'll gain: Data Integration, Data Validation, Data Quality, Data Cleansing, Data Modeling, Data Transformation, Health Systems, Star Schema, Data Warehousing, Data Analysis, Analytics, Interoperability, Relational Databases

    4.5 stars, 58 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (58) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Data Science Foundations: Statistical Inference

    Skills you'll gain: Probability, Statistical Hypothesis Testing, Statistical Inference, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Bayesian Statistics, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Data Ethics, Data Analysis, Correlation Analysis, Data Science, Sample Size Determination, Data Collection

    4.4 stars, 366 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (366) · Intermediate · Specialization · 3 - 6 Months

    Category: Bestseller
    Bestseller
    Status: Free trial
    Free trial
  • C

    Coursera

    Transforming Data in R

    Skills you'll gain: Data Manipulation, Data Transformation, Pivot Tables And Charts, Data Wrangling, Data Cleansing, Data Integration, Tidyverse (R Package), R Programming, Data Quality, R (Software), Data Processing, Data Preprocessing

    4.5 stars, 26 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (26) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Pennsylvania

    How to Use Data

    Skills you'll gain: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Model Evaluation, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Database Management, Advanced Analytics, Data Science, Machine Learning

    4.2 stars, 9 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.2 (9) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Marketing Data & Reporting Essentials

    Skills you'll gain: Data-Driven Decision-Making, Data-Driven Marketing, Spreadsheet Software, Campaign Management, Marketing Channel, Microsoft Excel, Looker (Software), Marketing Analytics, Data Storytelling, Data Quality, Data Cleansing, Performance Reporting, Snowflake Schema, Excel Formulas, Pivot Tables And Charts, Data Visualization, Key Performance Indicators (KPIs), Data Modeling, SQL, Business Intelligence

    Intermediate · Specialization · 3 - 6 Months

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

    University of Colorado Boulder

    Data Understanding and Visualization

    Skills you'll gain: Matplotlib, Statistical Visualization, Seaborn, Data Visualization, Data-Driven Decision-Making, Exploratory Data Analysis, Data Presentation, Probability & Statistics, Plot (Graphics), Data Visualization Software, Descriptive Statistics, Pandas (Python Package), Data Analysis, Statistics, Statistical Analysis, Data Manipulation, Correlation Analysis, Python Programming

    4.9 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (7) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Data Preparation and Analysis

    Skills you'll gain: Machine Learning Algorithms, Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Statistical Methods, Data Presentation, Analysis, Probability & Statistics, Data Cleansing, Applied Machine Learning, Analytics, Machine Learning, Data Preprocessing, Data Processing, Model Training, Correlation Analysis, Decision Tree Learning, Logistic Regression

    4.4 stars, 7 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (7) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • D

    Duke University

    Data Engineering with Rust

    Skills you'll gain: Data Pipelines, Rust (Programming Language), Restful API, Cloud-Based Integration, Amazon Web Services, Cloud Development, Data Structures, Secure Coding, Data Processing, Other Programming Languages, Application Programming Interface (API), Data Manipulation, System Programming, Encryption, Python Programming, Command-Line Interface, Software Testing

    3.5 stars, 71 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.5 (71) · Intermediate · Course · 1 - 4 Weeks

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

  • Google Data-Driven Decision Making: Google
  • Data-Driven Leadership: University of Glasgow
  • IBM Data Topology: IBM
  • Intro to Snowflake for Devs, Data Scientists, Data Engineers: Snowflake
  • Healthcare Data Models: University of California, Davis
  • Data Science Foundations: Statistical Inference: University of Colorado Boulder
  • Transforming Data in R: Coursera
  • How to Use Data: University of Pennsylvania
  • Marketing Data & Reporting Essentials: Coursera
  • Data Understanding and Visualization: University of Colorado Boulder

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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