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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


  • 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
    Rating, 4.4 out of 5 stars
    ·
    400 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    A

    Alibaba Cloud Academy

    Big Data Analysis Deep Dive

    Skills you'll gain: Dashboard, Big Data, Data Processing, Dashboard Creation, Data Visualization Software, Apache Hive, Apache Spark, Apache Hadoop, Data Manipulation, SQL, Business Intelligence, Data Integration, Data Analysis, Query Languages, Database Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    40 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apache Spark: Apply & Evaluate Big Data Workflows

    Skills you'll gain: Apache Spark, Data Persistence, Big Data, Data Processing, Distributed Computing, Data Import/Export, JSON, Data Transformation, Performance Tuning

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud auf Deutsch

    Skills you'll gain: Model Deployment, Dataflow, Google Cloud Platform, Dashboard Creation, Data Pipelines, Data Warehousing, Data Lakes, Dashboard, Real Time Data, Cloud Engineering, Tensorflow, Data Infrastructure, Data Preprocessing, Apache Spark, Big Data, Extract, Transform, Load, Applied Machine Learning, Model Training, Apache Airflow, Cloud Storage

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    I

    Icahn School of Medicine at Mount Sinai

    Big Data Science with the BD2K-LINCS Data Coordination and Integration Center

    Skills you'll gain: Bioinformatics, Applied Machine Learning, Interactive Data Visualization, Supervised Learning, Machine Learning Methods, Data Visualization, Machine Learning, Informatics, Big Data, Data Science, Biostatistics, Data Integration, Precision Medicine, Medical Science and Research, Unsupervised Learning, Molecular Biology, Data Processing, Data Analysis, Metadata Management, Cell Biology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    27 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    A

    Alibaba Cloud Academy

    Big Data Analytical Platform on Alibaba Cloud

    Skills you'll gain: Plot (Graphics), Data Visualization Software, Big Data, Apache Hadoop, Apache Spark, Apache Hive, Distributed Computing, Data Infrastructure, Data Pipelines, Data Processing, Data Warehousing, Data Analysis, Data Integration, Cloud Security, Cloud Technologies, Artificial Intelligence and Machine Learning (AI/ML), SQL

    4.3
    Rating, 4.3 out of 5 stars
    ·
    52 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Bioinformatics Capstone: Big Data in Biology

    Skills you'll gain: Bioinformatics, Molecular Biology, Molecular, Cellular, and Microbiology, Biotechnology, Life Sciences, Infectious Diseases, Epidemiology, Precision Medicine, Structural Analysis

    3.7
    Rating, 3.7 out of 5 stars
    ·
    29 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Introducción a Azure Data Factory para Big Data

    Skills you'll gain: Data Pipelines, Big Data, Microsoft Azure, Data Processing, Data Integration, Cloud Management, Cloud Services

    4.6
    Rating, 4.6 out of 5 stars
    ·
    21 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Data Management with Databricks: Big Data with Delta Lakes

    Skills you'll gain: Databricks, Data Lakes, Data Pipelines, Data Integration, JSON, Dashboard, SQL, Data Manipulation, Apache Spark, Dashboard Creation, Data Management, Data Transformation, Version Control

    4.1
    Rating, 4.1 out of 5 stars
    ·
    32 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Analyze and Implement Apache HBase for Big Data Storage

    Skills you'll gain: Apache Hadoop, Apache, Data Infrastructure, NoSQL, Big Data, Database Management Systems, Databases, Unix Shell, Data Storage, Data Storage Technologies, Database Design, Software Installation, Data Access, Data Modeling, Data Persistence, Systems Integration, System Configuration, Command-Line Interface, Enterprise Application Management, Scalability

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Data Engineering: Pipelines, ETL, Hadoop

    Skills you'll gain: Data Pipelines, Apache Hadoop, Extract, Transform, Load, Dataflow, Data Transformation, Apache Hive, Data Strategy, Data-Driven Decision-Making, Big Data, Data Warehousing, Data Architecture, Apache Spark, Data Integration, Data Processing, Data Capture, Data Import/Export, Data Collection, Data Management, Data Analysis, Scalability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Mejores prácticas para el procesamiento de datos en Big Data

    Skills you'll gain: Databricks, Real Time Data, PySpark, Apache Hive, Apache Spark, Big Data, Data Processing, SQL, Data Manipulation, Pandas (Python Package)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    43 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Big Data - Capstone Project: University of California San Diego
  • Big Data Analysis Deep Dive: Alibaba Cloud Academy
  • Apache Spark: Apply & Evaluate Big Data Workflows: EDUCBA
  • Data Engineer, Big Data and ML on Google Cloud auf Deutsch: Google Cloud
  • Big Data Science with the BD2K-LINCS Data Coordination and Integration Center: Icahn School of Medicine at Mount Sinai
  • Big Data Analytical Platform on Alibaba Cloud : Alibaba Cloud Academy
  • Bioinformatics Capstone: Big Data in Biology: University of California San Diego
  • Introducción a Azure Data Factory para Big Data: Coursera
  • Data Management with Databricks: Big Data with Delta Lakes: Coursera
  • Analyze and Implement Apache HBase for Big Data Storage: EDUCBA

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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