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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
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    SkillUp

    Introduction to Ethical Hacking Principles

    Skills you'll gain: Information Systems Security, Cyber Security Policies, Data Ethics, Cyber Governance, Application Security, Cyber Risk, Computer Security, General Data Protection Regulation (GDPR), Responsible AI

    4.7
    Rating, 4.7 out of 5 stars
    ·
    101 reviews

    Beginner · Course · 1 - 4 Weeks

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    Columbia University

    HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Administrative/IT Perspective)

    Skills you'll gain: Value-Based Care, Health Informatics, Care Coordination, Analytics, Health Care Administration, Data Analysis, Interoperability, Healthcare Ethics, Health Care, Health Systems, Health Technology, Electronic Medical Record, Patient-centered Care, Telehealth, Predictive Modeling, Data Sharing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    143 reviews

    Beginner · Course · 1 - 3 Months

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    University of Michigan

    Llama for Python Programmers

    Skills you'll gain: LLM Application, Large Language Modeling, Prompt Engineering, Generative AI, Applied Machine Learning, Python Programming, Open Source Technology, JSON

    4.7
    Rating, 4.7 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
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    Coursera

    GenAI Prompting, Evaluation, and Governance

    Skills you'll gain: Responsible AI, AI Security, Prompt Engineering, Generative AI, Governance Risk Management and Compliance, Content Performance Analysis, Risk Management, Governance, Retrieval-Augmented Generation, Model Evaluation, Compliance Management, Data-Driven Decision-Making, Performance Analysis, Cross-Functional Team Leadership, System Monitoring, Gap Analysis, Large Language Modeling, Performance Metric, Quality Assessment, Cost Benefit Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Politecnico di Milano

    Being a researcher (in Information Science and Technology)

    Skills you'll gain: Research, Scientific Methods, Data Ethics, Data Sharing, Ethical Standards And Conduct, Informed Consent, Innovation, Intellectual Property, Data Integrity, Technical Writing

    4.8
    Rating, 4.8 out of 5 stars
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    208 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Deep Learning: Convolutional Neural Networks with TensorFlow

    Skills you'll gain: Transfer Learning, Keras (Neural Network Library), Embeddings, Deep Learning, Image Analysis, Computer Vision, Natural Language Processing, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    AWS AutoGluon for Machine Learning Classification

    Skills you'll gain: AWS SageMaker, Model Evaluation, Applied Machine Learning, Classification Algorithms, Amazon Web Services, Machine Learning Methods, Predictive Modeling, Machine Learning, Python Programming

    Intermediate · Guided Project · Less Than 2 Hours

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    Nikolai Schuler

    Snowflake - Introduction Course

    Skills you'll gain: Data Warehousing, Data Transformation, Data Import/Export, SQL, Cloud Computing Architecture, Data Management, Amazon S3, Data Analysis, User Accounts

    4.5
    Rating, 4.5 out of 5 stars
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    31 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
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    Duke University

    GenAI Basics - How LLMs Work

    Skills you'll gain: Large Language Modeling, Generative AI, Machine Learning, Applied Machine Learning, Artificial Intelligence, Data Science

    3.9
    Rating, 3.9 out of 5 stars
    ·
    37 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free
    Free
    T

    The Chinese University of Hong Kong

    Basic Modeling for Discrete Optimization

    Skills you'll gain: Mathematical Modeling, Problem Solving, Graph Theory, Decision Support Systems, Computational Thinking, Data Modeling, Data Structures, Debugging

    4.8
    Rating, 4.8 out of 5 stars
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    458 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    BiteSize Python for Absolute Beginners: Flow Controls

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Sustainability Analyst Fundamentals

    Skills you'll gain: Program Implementation, Plan Execution, Sustainable Development, Business Planning, Data Analysis, Sustainability Reporting, Spreadsheet Software, Contract Management, Waste Minimization, Marketing and Public Relations, Analysis, Sustainability Standards, Policy Development, Annual Reports, Interactive Learning, Sustainable Business, Vendor Contracts, Goal Setting, Business Writing, Project Management

    4.4
    Rating, 4.4 out of 5 stars
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    99 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Introduction to Ethical Hacking Principles: SkillUp
  • HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Administrative/IT Perspective): Columbia University
  • Llama for Python Programmers: University of Michigan
  • GenAI Prompting, Evaluation, and Governance: Coursera
  • Being a researcher (in Information Science and Technology): Politecnico di Milano
  • Deep Learning: Convolutional Neural Networks with TensorFlow: Packt
  • AWS AutoGluon for Machine Learning Classification: Coursera
  • Snowflake - Introduction Course: Nikolai Schuler
  • GenAI Basics - How LLMs Work: Duke University
  • Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong

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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