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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


  • A

    Arizona State University

    Factorial and Fractional Factorial Designs

    Skills you'll gain: Experimentation, Statistical Analysis, Statistical Methods, Statistical Hypothesis Testing, Variance Analysis, Data Analysis, Statistical Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    82 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    SAS

    Structured Query Language (SQL) using SAS

    Skills you'll gain: SQL, SAS (Software), Database Management, Stored Procedure, Query Languages, Data Access, Database Management Systems, Data Presentation, Data Manipulation, Data Integration, Data Management, Data Processing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    288 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Top AI Program
    Top AI Program
    C

    Coursera

    Machine Learning with Scikit-learn, PyTorch & Hugging Face

    Skills you'll gain: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, Exploratory Data Analysis, LLM Application, Applied Machine Learning, Data Collection, Model Optimization, Convolutional Neural Networks, Model Deployment, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Machine Learning Software

    4.4
    Rating, 4.4 out of 5 stars
    ·
    28 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • U

    University of California, Davis

    Introduction to Google SEO

    Skills you'll gain: Search Engine Optimization, Persona Development, Web Analytics and SEO, Content Optimization, Target Audience, Branding, Digital Marketing, Consumer Behaviour, Algorithms, Data Analysis, Business Reporting

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10K reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Automation & Advanced Techniques with Copilot in Excel

    Skills you'll gain: Excel Macros, Forecasting, Microsoft Copilot, Dashboard Creation, Microsoft Excel, Predictive Modeling, Workflow Management, UI Components, Visual Basic (Programming Language), User Interface (UI), Automation, Debugging, Interactive Data Visualization, Scenario Testing, Programming Principles

    4.5
    Rating, 4.5 out of 5 stars
    ·
    62 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Human Resources Analytics

    Skills you'll gain: Data Storytelling, People Analytics, Data Presentation, Employee Relations, Human Resource Strategy, Human Resource Management, Performance Metric, Data Strategy, Employee Training, Dashboard, Business Metrics, Employee Engagement, Business Analysis, Employee Retention, Data Analysis, Training and Development, Compensation and Benefits, Compensation Strategy, Talent Recruitment, Mental Health

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.2K reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Work Smarter with Microsoft Excel

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Microsoft Office, Excel Formulas, Data Import/Export, Data Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.3K reviews

    Beginner · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Fundamentos de estadística aplicada

    Skills you'll gain: Statistical Hypothesis Testing, Descriptive Statistics, Data Literacy, Statistical Methods, Data Analysis, Statistics, Regression Analysis, Sampling (Statistics), Statistical Analysis, Statistical Modeling, Probability & Statistics, Probability Distribution, Applied Mathematics, Statistical Inference, Analytical Skills, Correlation Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    148 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google

    Functions and Conditional Statements

    Skills you'll gain: Code Reusability, Computational Logic

    4.9
    Rating, 4.9 out of 5 stars
    ·
    32 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    SAS

    Performing Network, Path, and Text Analyses in SAS Visual Analytics

    Skills you'll gain: SAS (Software), Network Analysis, Text Mining, Datamaps, Data Visualization, Analysis, Geospatial Mapping, Data Analysis, Statistical Programming, Data Transformation, Unstructured Data, Natural Language Processing, Data Preprocessing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    195 reviews

    Intermediate · Course · 1 - 4 Weeks

  • F

    Fractal Analytics

    Leadership Strategies for AI and Generative AI

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Human Centered Design, Problem Solving, Critical Thinking and Problem Solving, AI Security, AI Enablement, Business Leadership, Strategic Leadership, User Centered Design, AI Product Strategy, Generative Adversarial Networks (GANs), Business Strategy, Strategic Thinking, Artificial Intelligence, Critical Thinking, Design Thinking, Thought Leadership, Project Implementation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    214 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    Universidad Nacional Autónoma de México

    Relational database systems

    Skills you'll gain: Database Systems, Database Theory, Relational Databases, Database Management, SQL, Databases, Database Design, Database Development, Database Software, Database Application, Database Management Systems, Information Systems, MySQL, Query Languages, Data Modeling, Transaction Processing, MySQL Workbench, Information Systems Security, Data Integrity, Performance Tuning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    461 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Factorial and Fractional Factorial Designs: Arizona State University
  • Structured Query Language (SQL) using SAS : SAS
  • Machine Learning with Scikit-learn, PyTorch & Hugging Face: Coursera
  • Introduction to Google SEO: University of California, Davis
  • Automation & Advanced Techniques with Copilot in Excel: Microsoft
  • Human Resources Analytics: University of California, Irvine
  • Work Smarter with Microsoft Excel: Microsoft
  • Fundamentos de estadística aplicada: Universidad de los Andes
  • Functions and Conditional Statements: Google
  • Performing Network, Path, and Text Analyses in SAS Visual Analytics: SAS

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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