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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


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    EDUCBA

    Big Data Analytics with Hive, Pig & MapReduce

    Skills you'll gain: Apache Hive, Big Data, Database Design, Extensible Markup Language (XML), Databases, Apache Hadoop, Analytics, Social Media, Data Processing, Social Media Content, Data Management, Data Analysis, Data Integration, Data Transformation

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Hadoop Projects: Analyze & Optimize Big Data

    Skills you'll gain: Apache Hadoop, Big Data, Database Design, Data Processing, Distributed Computing, Scalability, Data Pipelines, Data Warehousing, Query Languages, Data Cleansing, Data Transformation, Data Management, Analytics, Business Intelligence

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Apache Hive: Design, Query & Optimize Big Data

    Skills you'll gain: Apache Hive, Apache Hadoop, Data Warehousing, SQL, Performance Tuning, Databases, Query Languages, Database Management, Extensible Markup Language (XML), Data Processing, Data Transformation, Data Manipulation

    Mixed · Course · 1 - 3 Months

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    Packt

    Advanced Machine Learning, Big Data, and Deep Learning

    Skills you'll gain: Apache Spark, PySpark, Model Evaluation, Data Preprocessing, Keras (Neural Network Library), Transfer Learning, Deep Learning, Tensorflow, A/B Testing, Data Ethics, Convolutional Neural Networks, Machine Learning Software, Data Cleansing, Machine Learning, Recurrent Neural Networks (RNNs), MLOps (Machine Learning Operations), Artificial Intelligence, Dimensionality Reduction

    Advanced · Course · 1 - 3 Months

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    28DIGITAL

    Security and Privacy for Big Data - Part 2

    Skills you'll gain: General Data Protection Regulation (GDPR), Information Privacy, Personally Identifiable Information, Data Security, Data Governance, Data Ethics, Data Integrity, Vulnerability Assessments, Law, Regulation, and Compliance, Big Data, Cryptography

    4.7
    Rating, 4.7 out of 5 stars
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    262 reviews

    Beginner · Course · 1 - 4 Weeks

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    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, Machine Learning Algorithms, Data Pipelines, Apache Cassandra, Big Data, Data Processing, Application Deployment, Development Environment

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    Microsoft

    Big Data Management and Optimization

    Skills you'll gain: Security Controls, Cloud Management, Scalability, Data Management, Data Governance, Performance Tuning, Metadata Management, Disaster Recovery, Enterprise Architecture, Azure Active Directory, Data Security, Big Data, Identity and Access Management, Real Time Data, System Monitoring, Cloud Computing Architecture, Role-Based Access Control (RBAC)

    Mixed · Course · 1 - 3 Months

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    Microsoft

    Data Analytics and Machine Learning for Big Data

    Skills you'll gain: Model Deployment, PySpark, Generative AI, Feature Engineering, Deep Learning, Large Language Modeling, Text Mining, Natural Language Processing, Transfer Learning, Unstructured Data, Big Data, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Keras (Neural Network Library), Machine Learning, Distributed Computing, Scalability, Model Evaluation, Unsupervised Learning, Supervised Learning

    Mixed · Course · 1 - 3 Months

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    Cloudera

    Analyzing Big Data with SQL

    Skills you'll gain: SQL, Apache Hive, Big Data, MySQL, Databases, PostgreSQL, Data Manipulation, Data Analysis, Virtual Machines

    4.8
    Rating, 4.8 out of 5 stars
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    531 reviews

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Data Engineering, Big Data and ML on Google Cloud en Español

    Skills you'll gain: Model Deployment, Google Cloud Platform, Data Lakes, Data Pipelines, Dataflow, Apache Kafka, Tensorflow, Extract, Transform, Load, Data Architecture, Big Data, Data Warehousing, Apache Spark, MLOps (Machine Learning Operations), Data Processing, Data Integration, Unstructured Data, Data Security, Applied Machine Learning, Data Quality, Real Time Data

    4.7
    Rating, 4.7 out of 5 stars
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    815 reviews

    Intermediate · Specialization · 3 - 6 Months

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    École Polytechnique Fédérale de Lausanne

    Big Data Analysis with Scala and Spark (Scala 2 version)

    Skills you'll gain: Apache Spark, Scala Programming, Big Data, Data Manipulation, Distributed Computing, Data Processing, Performance Tuning, SQL, Programming Principles, Data Storage Technologies

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apache Spark: Apply & Evaluate Big Data Workflows

    Skills you'll gain: Apache Spark, PySpark, Data Persistence, Big Data, Data Processing, Distributed Computing, Scala Programming, JSON, Data Transformation, Performance Tuning

    Mixed · Course · 1 - 4 Weeks

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1…567…834

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

  • Big Data Analytics with Hive, Pig & MapReduce: EDUCBA
  • Hadoop Projects: Analyze & Optimize Big Data: EDUCBA
  • Apache Hive: Design, Query & Optimize Big Data: EDUCBA
  • Advanced Machine Learning, Big Data, and Deep Learning: Packt
  • Security and Privacy for Big Data - Part 2: 28DIGITAL
  • Streaming Big Data with Spark Streaming, Scala, and Spark 3!: Packt
  • Big Data Management and Optimization: Microsoft
  • Data Analytics and Machine Learning for Big Data: Microsoft
  • Analyzing Big Data with SQL: Cloudera
  • Data Engineering, Big Data and ML on Google Cloud en Español: Google Cloud

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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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