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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 California San Diego

    Big Data Integration and Processing

    Skills you'll gain: Apache Spark, Apache Hadoop, Data Integration, Big Data, Data Pipelines, Data Processing, Data Management, NoSQL, Database Management Systems, Analytics, Splunk, Database Systems, MongoDB, Pandas (Python Package), Query Languages, PostgreSQL

    4.4 stars, 2.4K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (2.4K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Streaming Big Data with Spark Streaming, Scala, and Spark 3!

    Skills you'll gain: Apache Kafka, Apache Spark, Scala Programming, Real Time Data, Apache Hadoop, Apache Cassandra, Applied Machine Learning, Big Data, Data Processing, Application Deployment, Distributed Computing, Programming Principles, Cloud Deployment, Data Structures, Development Environment

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Data Storage and Management for Big Data

    Skills you'll gain: Data Pipelines, Databases, Extract, Transform, Load, Data Lakes, NoSQL, Data Processing, Data Architecture, Azure Synapse Analytics, Data Warehousing, Database Systems, Data Management, Data Transformation, Microsoft Azure, Database Management Systems, Data Integration, Data Governance, Data Storage Technologies, Analytics, Data Storage, Real Time Data

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Big Data - Capstone Project

    Skills you'll gain: Data Presentation, Data Processing, Big Data, Apache Spark, Data Analysis Software, Splunk, Data Analysis, Unstructured Data, Analytics, Data Wrangling, Data Infrastructure, Social Network Analysis, Network Analysis, Classification Algorithms

    4.4 stars, 402 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.4 (402) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud en Français

    Skills you'll gain: Model Deployment, Dataflow, Data Pipelines, Dashboard Creation, Google Cloud Platform, Data Lakes, Real Time Data, PySpark, Dashboard, Apache Kafka, Tensorflow, Data Governance, Apache Spark, Data Warehousing, Data Import/Export, Data Processing, Extract, Transform, Load, Unstructured Data, Big Data, Operational Databases

    4.4 stars, 58 reviews, Intermediate, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • N

    National Taiwan University

    大數據分析:商業應用與策略管理 (Big Data Analytics: Business Applications and Strategic Decisions)

    Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Strategic Decision-Making, Data-Driven Marketing, Data Strategy, Analytics, Financial Data, Social Media Analytics, Marketing Analytics, Market Analysis, Customer Insights, Big Data, Social Media, Business, Brand Management, Banking, FinTech

    4.8 stars, 414 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (414) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Fundamentals of Software Architecture for Big Data

    Skills you'll gain: Service Level, Software Engineering, Software Architecture, Distributed Computing, Data Architecture, Microservices, Software Development, Transaction Processing, Software Design, Test Driven Development (TDD), Blockchain, Big Data, Data Structures, System Monitoring, Databases

    3.5 stars, 92 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 3.5 (92) · Advanced · Course · 1 - 4 Weeks

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

    Cloudera

    Analyzing Big Data with SQL

    Skills you'll gain: SQL, Apache Hive, Big Data, MySQL, Query Languages, Databases, Database Management, Analytics, PostgreSQL, Data Manipulation, Data Integration, Data Analysis, Data Processing, Virtual Machines

    4.8 stars, 531 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (531) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Big Data Analytics with Hive, Pig & MapReduce

    Skills you'll gain: Apache Hive, Big Data, Database Design, Social Media Analytics, Extensible Markup Language (XML), Database Management, Apache Hadoop, Analytics, Data Processing, Data Management, Data Import/Export, Data Integration

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • 2

    28DIGITAL

    Security and Privacy for Big Data - Part 1

    Skills you'll gain: Data Security, Cryptography, Information Systems Security, Security Controls, Cryptographic Protocols, Security Management, Data Access, Vulnerability Assessments, Encryption, Threat Modeling, Vulnerability Management, Big Data, Authorization (Computing), Identity and Access Management

    4.7 stars, 587 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (587) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Advanced Machine Learning, Big Data, and Deep Learning

    Skills you'll gain: Apache Spark, Model Evaluation, Data Preprocessing, Keras (Neural Network Library), Transfer Learning, Deep Learning, Model Training, Tensorflow, A/B Testing, Responsible AI, Data Processing, Convolutional Neural Networks, Machine Learning Software, Artificial Neural Networks, Machine Learning Algorithms, Data Cleansing, Model Deployment, Machine Learning, Recurrent Neural Networks (RNNs), Dimensionality Reduction

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze Big Data Analytics for Financial Transformation

    Skills you'll gain: Data-Driven Decision-Making, Financial Data, Case Studies, Analytics, Financial Services, Business Analytics, SAP Analytics Cloud, Banking, Data Ethics, Accounting and Finance Software, Financial Analysis, Big Data, Risking, Trend Analysis, Fraud detection, Law, Regulation, and Compliance, Business Ethics, Data Visualization Software, Program Implementation, Customer experience improvement

    Beginner · Course · 1 - 4 Weeks

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

  • Big Data Integration and Processing: University of California San Diego
  • Streaming Big Data with Spark Streaming, Scala, and Spark 3!: Packt
  • Data Storage and Management for Big Data: Microsoft
  • Big Data - Capstone Project: University of California San Diego
  • Data Engineer, Big Data and ML on Google Cloud en Français: Google Cloud
  • 大數據分析:商業應用與策略管理 (Big Data Analytics: Business Applications and Strategic Decisions): National Taiwan University
  • Fundamentals of Software Architecture for Big Data: University of Colorado Boulder
  • Analyzing Big Data with SQL: Cloudera
  • Big Data Analytics with Hive, Pig & MapReduce: EDUCBA
  • Security and Privacy for Big Data - Part 1: 28DIGITAL

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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