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  2. Big Data

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


  • M

    Microsoft

    Data Analytics and Machine Learning for Big Data

    Skills you'll gain: Large Language Modeling, Applied Machine Learning, Model Training

    Intermediate · Course · 1 - 3 Months

  • T

    The State University of New York

    Big Data, Genes, and Medicine

    Skills you'll gain: Bioinformatics, Big Data, Analytics, Medical Science and Research, Predictive Analytics, R Programming, Predictive Modeling, Data Cleansing, Data Preprocessing, Model Evaluation, Classification Algorithms

    4.2 stars, 288 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.2 (288) · Advanced · Course · 1 - 3 Months

  • C

    Cloudera

    Analyzing Big Data with SQL

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

    4.8 stars, 534 reviews, Beginner, Course, 1 - 3 Months

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

  • M

    Madecraft

    Big Data: Demystifying the Big Idea

    Skills you'll gain: Big Data, Data Infrastructure, Data Architecture, Data Warehousing, Data Processing, Data Engineering, Apache Hadoop, Cloud Deployment, Cloud Computing, Data Strategy, Data Storage, Apache Spark, Cloud Hosting, Apache Kafka, Data Governance, Unstructured Data, Scalability, Data Analysis, Machine Learning

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • A

    Alibaba Cloud Academy

    Big Data Analysis Deep Dive

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

    4.5 stars, 51 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (51) · Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Applications of Software Architecture for Big Data

    Skills you'll gain: Databases, Database Development, Database Management, Acceptance Testing, Web Applications, Software Architecture, Software Engineering, Software Systems, System Monitoring, Functional Requirement, Application Deployment, Application Development, Distributed Computing, Web Development, Test Automation, Big Data, Data Analysis

    3.6 stars, 20 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 3.6 (20) · Advanced · Course · 1 - 4 Weeks

    Category: Build toward a degree
    Build toward a degree
  • J

    John Wiley & Sons

    Data Management, Databases, and Big Data

    Skills you'll gain: Information Management, Data Management, Data Governance, Database Management, Relational Databases, Database Systems, Data Modeling, Data Warehousing, Database Design, Data Strategy, Data Mart, Data Infrastructure, Data Quality, Business Intelligence, Data Integrity, SQL, Decision Support Systems, Big Data, Data-Driven Decision-Making, Data Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
  • S

    Sage Publications

    Management Decision-Making, Big Data and Analytics

    Skills you'll gain: Data Ethics, Data-Driven Decision-Making, Business Analytics, Analytics, Advanced Analytics, Strategic Decision-Making, Big Data, Decision Making, Analytical Skills, Data Management, Data Analysis, Data Collection, Emerging Technologies, Leadership and Management, Law, Regulation, and Compliance, Data Security, Information Privacy

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of California San Diego

    Machine Learning With Big Data

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Apache Spark, Classification Algorithms, Big Data, Model Training, Regression Analysis, Data Mining, Applied Machine Learning, Data Preprocessing, Machine Learning Methods, Machine Learning, Data Analysis, Machine Learning Algorithms, Descriptive Statistics, Data Transformation, Decision Tree Learning, Data Quality

    4.6 stars, 2.5K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (2.5K) · Mixed · Course · 1 - 3 Months

  • 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, Data Access, Database Systems, MongoDB

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

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

  • P

    Pearson

    Hadoop and Spark Fundamentals: Big Data Foundations

    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, System Configuration

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Big Data on Kubernetes

    Skills you'll gain: Apache Spark, PySpark, Apache Kafka, Apache Airflow, Kubernetes, Containerization, Docker (Software), Amazon Bedrock, Data Pipelines, Data Engineering, Cloud-Native Computing, Big Data, Data Processing, Generative AI, Google Cloud Platform, Cloud Deployment, Retrieval-Augmented Generation, Application Deployment, Data Architecture, Building Design

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
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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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