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    Big Data Courses Online

    Master big data technologies for handling large datasets. Learn about data storage, processing, and analysis using tools like Hadoop and Spark.

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    Explore the Big Data Course Catalog

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Pearson

      Hadoop and Spark Fundamentals: Unit 1

      Skills you'll gain: Apache Spark, Apache Hadoop, Data Lakes, Big Data, Linux Commands, Linux, File Systems, Data Management, Command-Line Interface, Data Processing, Software Installation, Distributed Computing, System Configuration

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Pearson

      Certified Cloud Security Professional (CCSP)

      Skills you'll gain: Cloud Management, Cloud Security, Application Security, Cloud Computing, Cloud Infrastructure, Cloud Applications, IT Security Architecture, Identity and Access Management, Data Integrity, Secure Coding, Private Cloud, Security Awareness, Data Centers, Data Management, Personally Identifiable Information, Threat Modeling, Security Testing, Security Controls, General Data Protection Regulation (GDPR), Service Level

      Advanced · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Pittsburgh

      Probability Theory and Regression for Predictive Analytics

      Skills you'll gain: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Data Analysis, Regression Analysis, Statistical Analysis, Statistical Methods, Statistical Machine Learning, Bayesian Statistics, Statistical Inference, Feature Engineering, Applied Mathematics, Python Programming, Machine Learning, Algorithms

      Build toward a degree

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      C

      Coursera Instructor Network

      Foundations of Business Strategy and Research

      Skills you'll gain: Qualitative Research, Market Research, Strategic Decision-Making, Key Performance Indicators (KPIs), Quantitative Research, Innovation, Target Audience, Data-Driven Decision-Making, Sustainable Business, Benchmarking, Business Acumen, Value Propositions, Descriptive Statistics, Performance Measurement, Ideation, Team Performance Management, Competitive Analysis, Risk Management, Business Strategy, Data Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      175 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      B

      Birla Institute of Technology & Science, Pilani

      Discrete Mathematics for Computer Science and Engineering

      Skills you'll gain: Theoretical Computer Science, Programming Principles, Cryptography, Algorithms, Applied Mathematics, Probability & Statistics, Data Management

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      U

      University of California, Davis

      AI-Powered Content Creation for Social Media Success

      Skills you'll gain: Social Media Content, Social Media, Social Media Strategy, Social Media Campaigns, Social Media Marketing, Campaign Management, Marketing Planning, Content Performance Analysis, Advertising Campaigns, Social Media Management, Content Creation, AI Personalization, Digital Media Strategy, Prompt Engineering, Digital Content, Marketing Strategies, Content Strategy, Generative AI, Persona Development, Data Analysis

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      P

      Pearson

      Practical Splunk for Beginners

      Skills you'll gain: Splunk, Dashboard, Ad Hoc Reporting, Data Visualization Software, Statistical Reporting, Event Monitoring, Security Information and Event Management (SIEM), Software Installation, Analytics, Data Analysis, Big Data, Query Languages

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Pearson

      Hadoop and Spark Fundamentals: Unit 3

      Skills you'll gain: Apache Hadoop, Apache Hive, Apache Spark, Big Data, Data Pipelines, Data Import/Export, Data Integration, Data Processing, Relational Databases, File Systems, Command-Line Interface, Configuration Management, Software Installation

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Pearson

      AWS Certified Machine Learning - Specialty

      Skills you'll gain: Exploratory Data Analysis, Data Analysis, Amazon Elastic Compute Cloud, Amazon CloudWatch, Application Deployment, Predictive Modeling, Data Pipelines, Data Processing

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Advanced Google Analytics - A Practical Guide

      Skills you'll gain: Data Collection, Data Validation, Marketing Effectiveness

      Intermediate · Course · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      C

      Coursera Instructor Network

      GenAI for Marketing and Customer Insights

      Skills you'll gain: Prompt Engineering, Customer Analysis, Customer Insights, AI Personalization, Big Data, Case Studies, Generative AI, Data Visualization, Google Ads, Responsible AI, Marketing Analytics, Target Audience, AI Product Strategy, Keyword Research, Email Marketing, Marketing Automation, Social Media Marketing, Generative AI Agents, Campaign Management, Predictive Analytics

      4.6
      Rating, 4.6 out of 5 stars
      ·
      160 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Preview
      Preview
      C

      Coursera Instructor Network

      SonarQube Mastery: Continuous Code Inspection & Security

      Skills you'll gain: Continuous Integration, Code Coverage, Code Review, Vulnerability, CI/CD, Application Security, DevSecOps, Vulnerability Assessments, Software Quality Assurance, Maintainability, Software Quality (SQA/SQC), GitHub, Software Installation, System Configuration, Security Management, Data Integration, Quality Improvement, Analysis

      Intermediate · Course · 1 - 4 Weeks

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

    • Hadoop and Spark Fundamentals: Unit 1: Pearson
    • Certified Cloud Security Professional (CCSP): Pearson
    • Probability Theory and Regression for Predictive Analytics: University of Pittsburgh
    • Foundations of Business Strategy and Research: Coursera Instructor Network
    • Discrete Mathematics for Computer Science and Engineering: Birla Institute of Technology & Science, Pilani
    • AI-Powered Content Creation for Social Media Success: University of California, Davis
    • Practical Splunk for Beginners: Pearson
    • Hadoop and Spark Fundamentals: Unit 3: Pearson
    • AWS Certified Machine Learning - Specialty: Pearson
    • Advanced Google Analytics - A Practical Guide: Packt

    Skills you can learn in Machine Learning

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    Statistical Classification (17)
    Reinforcement Learning (13)
    Algebra (10)
    Bayesian (10)
    Linear Algebra (10)
    Linear Regression (9)
    Numpy (9)

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