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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


  • G

    Google Cloud

    Hands-on Foundations for Data Science and Machine Learning with Google Cloud Labs

    Skills you'll gain: Data Warehousing, Google Cloud Platform, Big Data, Model Evaluation, Apache Spark, Data Integration, Dataflow, SQL, Data Pipelines, Metadata Management, Data Management, Real Time Data, Tensorflow, Data Science, Command-Line Interface, Applied Machine Learning, Cloud-Based Integration, Apache Hadoop, Query Languages, Machine Learning

    ★ 4.3 (125) · Intermediate · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Confluent: Clickstream Data Analysis Pipeline Using ksqlDB

    Skills you'll gain: Grafana, Apache Kafka, Real Time Data, Data Pipelines, Dashboard, Dashboard Creation, Data Synthesis, Data Visualization, Data Visualization Software, Data Analysis

    Intermediate · Project · Less Than 2 Hours

  • C

    Coursera

    Cybersecurity & Data Privacy for Technical Product Managers

    Skills you'll gain: Agile Methodology, Security Management, Cyber Governance, Cyber Security Assessment, Technical Management, Audit Planning, Risk Management Framework, Cyber Risk, Performance Metric, Business Ethics, Law, Regulation, and Compliance, Risk Management

    Intermediate · Course · 1 - 4 Weeks

  • D

    Duke University

    Designing Larger Python Programs for Data Science

    Skills you'll gain: Python Programming, Simulations, Debugging, Statistical Methods, Pandas (Python Package), Program Development, Test Case, Data Science, Development Testing, Software Design, Computational Thinking, Sampling (Statistics), Data Manipulation, Programming Principles, Data Cleansing, Software Development

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Connect and Transform External Data Seamlessly

    Skills you'll gain: OAuth, JSON, Data Wrangling, Application Programming Interface (API), Secure Coding, Application Security

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Explore SAP Data Foundation using Looker Dashboards

    Skills you'll gain: Looker (Software), Order Fulfillment, Customer Analysis, Business Analytics, Data-Driven Decision-Making, Data Literacy, Business Intelligence, Business Intelligence Software, Order Processing, Customer Insights, Google Cloud Platform, Order Management, Dashboard, Business Analysis, Data Analysis, Sales Management, Sales, Enterprise Resource Planning

    Beginner · Project · Less Than 2 Hours

  • S

    Starweaver

    AI-Driven Electronic Health Records & Data Management

    Skills you'll gain: Clinical Documentation, Electronic Medical Record System, Responsible AI, Revenue Cycle Management, No-Code Development, Medical Records, Electronic Medical Record, Medical Billing and Coding, Patient Education And Counseling, Health Information Management and Medical Records, Patient Education and Support, Health Informatics, AI Integrations, AI Personalization, Health Technology, Generative AI, Business Process Automation, Risking, Healthcare Industry Knowledge, Smart Goals

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply Advanced PROC SQL Techniques for Data Analysis

    Skills you'll gain: SQL, SAS (Software), Data Integrity, Data Manipulation, Query Languages, Relational Databases, Database Management, Data Transformation, Performance Tuning, Debugging

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Hybrid Cloud: Networking, Storage and Data Management

    Skills you'll gain: Cloud Storage, Data Storage, Hybrid Cloud Computing, Data Storage Technologies, Cloud Security, Cloud Computing, Cloud Infrastructure, Performance Tuning, Business Continuity Planning, Virtual Networking, Multi-Cloud, Business Continuity, Disaster Recovery, Cloud Platforms, Virtual Private Networks (VPN), Load Balancing, Database Management, IBM Cloud, Architectural Design, Planning

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Ingesting HL7v2 Data with the Healthcare API

    Skills you'll gain: Google Cloud Platform, Data Store, Cloud API, Health Information Management, Health Informatics, Application Programming Interface (API), Cloud Management, Health Care, Cloud-Based Integration, Cloud Computing, Clinical Data Management, Health Technology

    Beginner · Project · Less Than 2 Hours

  • E

    EDUCBA

    Apply Exploratory Data Analysis with R and ggplot2

    Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Ggplot2, Data Analysis, Plot (Graphics), R (Software), Regression Analysis, Data Presentation, R Programming, Statistical Analysis, Data Visualization Software, Statistical Visualization, Data Quality, Scatter Plots, Anomaly Detection, Descriptive Statistics, Analytical Skills, Correlation Analysis, Graphing

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Product Management: Data Science and Agile Systems

    Skills you'll gain: Product Roadmaps, Agile Product Development, Backlogs, DevOps, Lean Methodologies, Analytics, Agile Methodology, Agile Project Management, Data-Driven Decision-Making, Data Analysis, Product Management, Operational Efficiency, Risk Management, Risk Analysis, Data Science, Product Development, Innovation, Product Strategy

    Intermediate · Course · 1 - 3 Months

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

  • Hands-on Foundations for Data Science and Machine Learning with Google Cloud Labs: Google Cloud
  • Confluent: Clickstream Data Analysis Pipeline Using ksqlDB: Google Cloud
  • Cybersecurity & Data Privacy for Technical Product Managers: Coursera
  • Designing Larger Python Programs for Data Science: Duke University
  • Connect and Transform External Data Seamlessly: Coursera
  • Explore SAP Data Foundation using Looker Dashboards: Google Cloud
  • AI-Driven Electronic Health Records & Data Management: Starweaver
  • Apply Advanced PROC SQL Techniques for Data Analysis: EDUCBA
  • Hybrid Cloud: Networking, Storage and Data Management: IBM
  • Ingesting HL7v2 Data with the Healthcare API: Google Cloud

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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