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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


  • U

    University of Michigan

    AI for Creative Work

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Artificial Intelligence, Art History, AI Enablement, Creativity, Image Analysis, Prompt Engineering, Ethical Standards And Conduct, Innovation, Risk Management Framework, Environmental Issue, Creative Design, Intellectual Property, Problem Solving, Analysis, Experimentation, Leadership, Collaboration

    4.5
    Rating, 4.5 out of 5 stars
    ·
    123 reviews

    Beginner · Specialization · 3 - 6 Months

  • I

    Institut Mines-Télécom

    5G Network Fundamentals

    Skills you'll gain: Wireless Networks, Network Architecture, Network Planning And Design, Virtual Networking, Network Security, Emerging Technologies, Communication Systems, Cloud Services, Network Protocols, Telecommunications, Interoperability, Authentications, Encryption, Authorization (Computing)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    115 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    CNNs with TensorFlow: Basics of Machine Learning

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Keras (Neural Network Library), Matplotlib, Artificial Neural Networks, Image Analysis, Deep Learning, Applied Machine Learning, Python Programming, Model Evaluation, Adaptability, Problem Solving

    Intermediate · Guided Project · Less Than 2 Hours

  • D

    DeepLearning.AI

    Device-based Models with TensorFlow Lite

    Skills you'll gain: Model Deployment, iOS Development, Android Development, Tensorflow, Swift Programming, Mobile Development, Applied Machine Learning, Embedded Systems, Computer Vision, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    655 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    E

    EDUCBA

    Microsoft Excel Mastery: From Basics to Pro Skills

    Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Spreadsheet Software, Business Reporting, Data Visualization, Excel Macros, Dashboard, Forecasting, Data Analysis, Data Visualization Software, Predictive Modeling, Data Validation, Productivity Software, Data Entry, Data Management, Financial Modeling, Data Security, Data Integrity, Computer Literacy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    127 reviews

    Beginner · Specialization · 1 - 3 Months

  • P

    Packt

    Machine Learning with PyTorch and Scikit-Learn

    Skills you'll gain: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Machine Learning Methods, Deep Learning, Transfer Learning, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Machine Learning, Artificial Neural Networks, Data Processing, Natural Language Processing, Feature Engineering

    Intermediate · Course · 3 - 6 Months

  • 2

    28DIGITAL

    Cybersecurity Awareness and Innovation

    Skills you'll gain: Computer Security Awareness Training, Cyber Risk, User Accounts, Exploitation techniques

    4.6
    Rating, 4.6 out of 5 stars
    ·
    778 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Financial Analysis of Organizations

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Forecasting, Financial Accounting, Income Statement, Balance Sheet, Financial Analysis, Revenue Forecasting, Profit and Loss (P&L) Management, Financial Data, Cash Flows, Accounting, Business Valuation, Capital Expenditure, Finance

    4.6
    Rating, 4.6 out of 5 stars
    ·
    135 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Predictive Analytics & Modeling with Minitab

    Skills you'll gain: Data-Driven Decision-Making, Minitab, Regression Analysis, Logistic Regression, Statistical Hypothesis Testing, Statistical Analysis, Scatter Plots, Correlation Analysis, Data Analysis, Predictive Analytics, Statistical Methods, Descriptive Statistics, Analytics, Business Analytics, Predictive Modeling, Forecasting, Advanced Analytics, Statistical Modeling, Quantitative Research, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    17 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Dashboards in Qlik Sense: Decision-Support Dashboards

    Skills you'll gain: Interactive Data Visualization, Exploratory Data Analysis, Dashboard, Data Visualization Software, Data Integration, Heat Maps, Spatial Data Analysis, Data-Driven Decision-Making, Decision Support Systems, Business Intelligence Software, Geospatial Information and Technology, Data Mapping

    Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    AI for Business Ethics & Financial Strategy Mastery

    Skills you'll gain: Data Ethics, Financial Modeling, Responsible AI, AI Security, Financial Forecasting, Financial Statements, Depreciation, Business Ethics, Balance Sheet, Capital Budgeting, Artificial Intelligence, Strategic Decision-Making, Data Management, Information Privacy, Financial Analysis, Excel Formulas, Ethical Standards And Conduct, Finance, Business Strategy, Business

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Advanced Embedded Linux Development

    Skills you'll gain: Agile Methodology, Scrum (Software Development), Embedded Software, Embedded Systems, System Programming, Agile Software Development, Linux, Software Testing, Development Testing, Software Development Methodologies, Git (Version Control System), Docker (Software), Containerization, File Systems, Shell Script, Debugging, Operating Systems, Internet Of Things, Peripheral Devices, Electrical Engineering

    4.4
    Rating, 4.4 out of 5 stars
    ·
    171 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • AI for Creative Work: University of Michigan
  • 5G Network Fundamentals: Institut Mines-Télécom
  • CNNs with TensorFlow: Basics of Machine Learning: Coursera
  • Device-based Models with TensorFlow Lite: DeepLearning.AI
  • Microsoft Excel Mastery: From Basics to Pro Skills: EDUCBA
  • Machine Learning with PyTorch and Scikit-Learn: Packt
  • Cybersecurity Awareness and Innovation: 28DIGITAL
  • Financial Analysis of Organizations: University of Illinois Urbana-Champaign
  • Predictive Analytics & Modeling with Minitab: EDUCBA
  • Dashboards in Qlik Sense: Decision-Support Dashboards: 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)

Other topics to explore

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Professional Certificates

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