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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


  • C

    Coursera

    Back-End Infrastructure: Servers, Secure APIs and Data

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

    4.9 stars, 7 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • S

    SkillUp

    Healthcare Data Privacy Practices for Regulatory Compliance

    Skills you'll gain: Medical Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, General Data Protection Regulation (GDPR), Regulatory Compliance, Vulnerability Management, Incident Response, Information Privacy, Vulnerability Assessments, Data Security, Computer Security Incident Management, Data Loss Prevention, Health Information Management, Security Controls, Risk Analysis, Data Integration, Telehealth, Responsible AI, Emerging Technologies

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Illinois at Urbana-Champaign

    Graduate Certificate in Accounting Data Analytics

    Skills you'll gain: Business Strategy, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Agile Methodology, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Data Governance, Financial Auditing, Generative AI, Supply And Demand, Data Storytelling, Internal Controls

    Graduate Certificate · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • E

    EDUCBA

    Apply Advanced Redis Data Structures & Messaging Patterns

    Skills you'll gain: Redis, NoSQL, Real Time Data, Data Structures, Event-Driven Programming, Scalability, Query Languages, Data Modeling

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Snowflake - Build and Architect Data Pipelines Using AWS

    Skills you'll gain: Snowflake Schema, Data Pipelines, Apache Airflow, Data Security, Data Governance, Data Architecture, Extract, Transform, Load, Apache Kafka, Performance Tuning, PySpark, Data Warehousing, Data Import/Export, Amazon S3, Amazon Web Services, Real Time Data, Data Processing, SQL, Stored Procedure, Role-Based Access Control (RBAC)

    Intermediate · Course · 3 - 6 Months

  • S

    Snowflake

    Building Generative AI Apps to Talk to Your Data

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI, LLM Application, Large Language Modeling, Embeddings, Natural Language Processing, Unstructured Data, Application Development, Data Pipelines, User Interface (UI), Data Processing, SQL, Front-End Web Development, Application Deployment

    4.4 stars, 14 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (14) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    Logical Operations

    Advanced Python: Data Science, Testing, and Distribution

    Skills you'll gain: Data Cleansing, Data Preprocessing, Unit Testing, Package and Software Management, Python Programming, Data Science, Computer Programming, Debugging, Scripting, Software Development, Machine Learning, Database Application, Object Oriented Programming (OOP), Regression Analysis, Programming Principles, Scripting Languages, Databases, Object Oriented Design, Relational Databases, User Interface (UI) Design

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • 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 stars, 80 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • 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, Analytics, Data Analysis, Transaction Processing, Data Manipulation, Data Validation, Software Installation

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Sort and Filter Data in SQL using MySQL Workbench

    Skills you'll gain: MySQL, MySQL Workbench, SQL, Database Software, Data Manipulation, Query Languages, Data Access

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    AWS Certified Data Analytics Specialty (2023) Hands-on

    Skills you'll gain: AWS Kinesis, Amazon DynamoDB, Amazon S3, Amazon Web Services, Data Pipelines, AWS SageMaker, Real Time Data, Amazon CloudWatch, AWS Identity and Access Management (IAM), Data Visualization, Cloud Storage, Data Presentation, Apache Spark, Dashboard, Apache Hive, Interactive Data Visualization, Apache Hadoop, Data Visualization Software, Database Development, Data Processing

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - Español

    Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Marketing Analytics, Data-Driven Marketing, Generative AI, Analytics, Predictive Modeling, Predictive Analytics, Data Analysis

    Beginner · Course · 1 - 4 Weeks

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

  • Back-End Infrastructure: Servers, Secure APIs and Data: Coursera
  • Healthcare Data Privacy Practices for Regulatory Compliance: SkillUp
  • Graduate Certificate in Accounting Data Analytics: University of Illinois at Urbana-Champaign
  • Apply Advanced Redis Data Structures & Messaging Patterns: EDUCBA
  • Snowflake - Build and Architect Data Pipelines Using AWS: Packt
  • Building Generative AI Apps to Talk to Your Data: Snowflake
  • Advanced Python: Data Science, Testing, and Distribution: Logical Operations
  • Prepare for DP-100: Data Science on Microsoft Azure Exam: Microsoft
  • Apply PostgreSQL for Data Analysis and Database Design: EDUCBA
  • Sort and Filter Data in SQL using MySQL Workbench: Coursera

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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