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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

    Optimize Java Memory for ML Performance

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Containerization, Model Optimization, Performance Tuning, Memory Management, Docker (Software), Java, Java Programming, Artificial Intelligence and Machine Learning (AI/ML), Analysis, Data Structures

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Advanced Project Operations & Automation

    Skills you'll gain: Earned Value Management, Workflow Management, Business Process Automation, Change Management, Project Management, Project Controls, Performance Measurement, Automation, Predictive Modeling, AI Enablement, Strategic Communication, Data-Driven Decision-Making, Risk Analysis, Process Improvement and Optimization, Process Optimization, Analytics, Cloud-Based Integration, Generative AI, Systems Integration, Machine Learning

    4
    Rating, 4 out of 5 stars
    ·
    7 reviews

    Advanced · Specialization · 3 - 6 Months

  • P

    Packt

    Deep Learning & Modern AI Architectures

    Skills you'll gain: Recurrent Neural Networks (RNNs), Transfer Learning, Model Optimization, Convolutional Neural Networks, Deep Learning, Keras (Neural Network Library), Fine-tuning, Tensorflow, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Image Analysis, Model Training, Machine Learning Methods, Applied Machine Learning, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

  • S

    Scrimba

    Intro to SQL

    Skills you'll gain: SQL, Relational Databases, Database Design, Database Management, Database Application, Query Languages, Databases, Data Manipulation, Database Management Systems

    4.5
    Rating, 4.5 out of 5 stars
    ·
    31 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universiteit Leiden

    Mind of the Universe - Genetic Privacy: should we be concerned?

    Skills you'll gain: Policy Development, Policy Analysis, Healthcare Ethics, Health Policy, Medical Privacy, Cultural Diversity, Liberal Arts, Ethical Standards And Conduct, Culture, Clinical Research Ethics, Informed Consent, Healthcare Industry Knowledge, Law, Regulation, and Compliance, Biotechnology, Biomedical Technology

    4.1
    Rating, 4.1 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    SQL Infrastructure: Secure and Optimize

    Skills you'll gain: Root Cause Analysis, Data Security, Transact-SQL, Problem Management, Site Reliability Engineering, Capacity Management, Resource Management, Identity and Access Management, Role-Based Access Control (RBAC), Compliance Auditing

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Cloud でデータレイクとデータ ウェアハウスを構築する

    Skills you'll gain: Data Lakes, Data Infrastructure, Data Architecture, Data Warehousing, Data Pipelines, Metadata Management, Data Governance, Data Management, Google Cloud Platform, Operational Data Store, Cloud Engineering, Operational Databases, Advanced Analytics, Cloud Storage, Data Processing, Cloud Services, Cloud Computing Architecture, Analytics, Data Storage Technologies, Data Security

    4.3
    Rating, 4.3 out of 5 stars
    ·
    48 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Networking Fundamentals & Network Access

    Skills you'll gain: Network Administration, Virtual Local Area Network (VLAN), General Networking, Network Architecture, Virtual Networking, TCP/IP, Local Area Networks, Computer Networking, Command-Line Interface, Network Infrastructure, Wireless Networks, Network Security, Networking Hardware, Network Switches, Network Protocols

    4.4
    Rating, 4.4 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    Sciences Po

    Cities are back in town : sociología urbana para un mundo globalizado

    Skills you'll gain: Social Studies, Social Sciences, Socioeconomics, Culture, Economic Development, Sociology, Sustainable Development, Social Justice, Cultural Diversity, World History, Economics, Demography, Political Sciences, Public Policies, European History, Internet Of Things, Governance, Research Methodologies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    85 reviews

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Blender 3D Modeling & Rendering for Games & Animation

    Skills you'll gain: 3D Assets, 3D Modeling, Unreal Engine, Video Game Development, Animation and Game Design, Visualization (Computer Graphics), Computer Graphics, Design Software, Editing, Data Import/Export, Graphics Software, User Interface (UI), Model Optimization, Software Installation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    32 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    Universidad de Palermo

    Inteligencia Artificial aplicada al Marketing

    Skills you'll gain: Canva (Software), No-Code Development, Google Gemini, Lead Generation, Content Scheduling, Content Creation, Gemini, Social Media Content, Email Automation, Email Marketing, Make.com, AI powered creativity, Digital Media Strategy, Generative AI, Digital Content, Data-Driven Marketing, Marketing Strategies, Digital Brand Strategy, Digital Marketing, Product Design

    4.1
    Rating, 4.1 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Get Started with Airtable

    Skills you'll gain: Project Management Software, Workflow Management, Real Time Data, Timelines, Kanban Principles, Database Software, Data Integration, Project Management, Database Design, Scheduling, Data Sharing, Leadership, Problem Solving

    3.9
    Rating, 3.9 out of 5 stars
    ·
    33 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Optimize Java Memory for ML Performance: Coursera
  • Advanced Project Operations & Automation: Coursera
  • Deep Learning & Modern AI Architectures: Packt
  • Intro to SQL: Scrimba
  • Mind of the Universe - Genetic Privacy: should we be concerned?: Universiteit Leiden
  • SQL Infrastructure: Secure and Optimize: Coursera
  • Google Cloud でデータレイクとデータ ウェアハウスを構築する: Google Cloud
  • Networking Fundamentals & Network Access: Packt
  • Cities are back in town : sociología urbana para un mundo globalizado: Sciences Po
  • Blender 3D Modeling & Rendering for Games & Animation: EDUCBA

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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