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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


  • P

    Pearson

    Skill Up with Python: Data Science and Machine Learning Recipes

    Skills you'll gain: Pandas (Python Package), Web Scraping, Python Programming, Jupyter, Image Analysis, Text Mining, Data Manipulation, Computer Vision, Data Analysis, Natural Language Processing, Data Visualization Software, Data Science, Unstructured Data

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply PostgreSQL for Data Analysis and Database Design

    Skills you'll gain: PostgreSQL, Relational Databases, Database Design, Database Development, Database Management, SQL, Database Management Systems, Data Integrity, Query Languages, Business Intelligence, People Analytics, Data Analysis, Transaction Processing, Data Manipulation, Data Validation, Software Installation

    Beginner · Specialization · 1 - 3 Months

  • I

    Illinois Tech

    Introduction to Data Networks and the Internet - Master's

    Skills you'll gain: Network Security, Network Troubleshooting, Software-Defined Networking, Network Engineering, Network Monitoring, Virtual Networking, TCP/IP, Network Architecture, Computer Networking, Network Performance Management, Network Protocols, General Networking, Cybersecurity, Network Infrastructure, Network Administration, Local Area Networks, Network Analysis, OSI Models, Network Model, Network Routing

    ★ 4.6 (11) · Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Getting Started with BigQuery GIS for Data Analysts

    Skills you'll gain: Spatial Data Analysis, Spatial Analysis, Geographic Information Systems, Geospatial Information and Technology, Geospatial Mapping, GIS Software, Data Analysis, Data Visualization, Analytics, Interactive Data Visualization, Google Cloud Platform, Network Analysis, Query Languages

    ★ 4.3 (16) · Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Einführung in Data Engineering in Google Cloud

    Skills you'll gain: Data Sharing, Data Pipelines, Data Migration, Google Cloud Platform, Data Infrastructure, Data Warehousing, Cloud Storage, Data Integration, Data Lakes, Data Processing, Data Import/Export, Extract, Transform, Load, Data Storage, Big Data, Command-Line Interface, Data Transformation, IT Automation, Apache Spark, Metadata Management, Automation

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Master Python with Real-World Data & Web Projects

    Skills you'll gain: NumPy, Pandas (Python Package), File I/O, Image Analysis, Data Manipulation, Mobile Development Tools, Matplotlib, Computer Vision, Full-Stack Web Development, Data Analysis, Object Oriented Design, Python Programming, Android (Operating System), File Systems, Application Design, Programming Principles, Code Reusability, File Management, Data Structures, User Interface (UI) Design

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Data Visualization in Tableau & Python (2 Courses in 1)

    Skills you'll gain: Data Visualization Software, Data Presentation, Interactive Data Visualization, Data Storytelling, Seaborn, Tableau Software, Statistical Visualization, Dashboard, Matplotlib, Dashboard Creation, Plot (Graphics), Heat Maps, Scatter Plots, Histogram, Data Mapping, Graphing

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Back-End Infrastructure: Servers, Secure APIs and Data

    Skills you'll gain: API Design, Back-End Web Development, Data Security, Application Programming Interface (API), IT Infrastructure, Application Security, Infrastructure Security, Data Integrity, Servers, Server Administration

    ★ 4.9 (7) · Beginner · Course · 1 - 4 Weeks

  • H

    Howard University

    Capstone: Data Science Problem in Linear Algebra Framework

    Skills you'll gain: Data Wrangling, Regression Analysis, Data Manipulation, Dimensionality Reduction, Data Science, Python Programming, Data Preprocessing, Predictive Modeling, Statistical Modeling, Linear Algebra, Predictive Analytics, Model Training, Unsupervised Learning, Model Evaluation

    ★ 4.4 (8) · Mixed · Course · 1 - 4 Weeks

  • M

    Microsoft

    Prepare for DP-100: Data Science on Microsoft Azure Exam

    Skills you'll gain: Databricks, Model Deployment, Responsible AI, Model Training, Microsoft Azure, Data Science, Applied Machine Learning, Data Integration, MLOps (Machine Learning Operations), Predictive Modeling, Model Evaluation, Machine Learning Methods, Machine Learning, Data Preprocessing

    ★ 4.4 (80) · Intermediate · Course · 1 - 3 Months

  • U

    University of Michigan

    Information Extraction from Free Text Data in Health

    Skills you'll gain: Text Mining, Unstructured Data, Health Informatics, Natural Language Processing, Clinical Documentation, Model Evaluation, Clinical Informatics, Deep Learning, Model Training, Machine Learning, Medical Terminology, Artificial Neural Networks, Python Programming, Computer Programming, Computer Programming Tools

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidades Anáhuac

    Digital Shield: Cybersecurity for Data and System Protection

    Skills you'll gain: Cybersecurity, Cyber Attacks, Information Systems Security, Data Security, Malware Protection, Security Controls, Vulnerability Assessments, Threat Detection, Network Security, Security Awareness, Security Strategy, Human Factors (Security), Network Protocols

    Intermediate · Course · 1 - 3 Months

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

  • Skill Up with Python: Data Science and Machine Learning Recipes: Pearson
  • Apply PostgreSQL for Data Analysis and Database Design: EDUCBA
  • Introduction to Data Networks and the Internet - Master's: Illinois Tech
  • Getting Started with BigQuery GIS for Data Analysts: Google Cloud
  • Einführung in Data Engineering in Google Cloud: Google Cloud
  • Master Python with Real-World Data & Web Projects: Packt
  • Data Visualization in Tableau & Python (2 Courses in 1): Packt
  • Back-End Infrastructure: Servers, Secure APIs and Data: Coursera
  • Capstone: Data Science Problem in Linear Algebra Framework: Howard University
  • Prepare for DP-100: Data Science on Microsoft Azure Exam: Microsoft

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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