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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


  • E

    EDUCBA

    SSIS: Design, Implement & Automate ETL Workflows

    Skills you'll gain: SQL Server Integration Services (SSIS), Extract, Transform, Load, Data Warehousing, Data Transformation, Data Manipulation, Data Analysis, Microsoft SQL Servers, Data Integration, Data Mining, Advanced Analytics, Pivot Tables And Charts, Data Processing, SQL, Data Pipelines, Dataflow, Workflow Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    20 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of London

    Problems, Algorithms and Flowcharts

    Skills you'll gain: Pseudocode, Algorithms, Computer Science, Data Structures, Diagram Design

    4.4
    Rating, 4.4 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Interviewing for DS/AI Roles

    Skills you'll gain: Smart Goals, Goal Setting, Interviewing Skills, Professional Networking, Artificial Intelligence and Machine Learning (AI/ML), Negotiation, Professional Development, Data Science, Artificial Intelligence, Machine Learning, Compensation and Benefits, Job Evaluation, Data Analysis, Web Presence, Recruitment, Data Literacy, Events and Conferences, Data Architecture, AI literacy, Relationship Building

    4.6
    Rating, 4.6 out of 5 stars
    ·
    28 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Introduction to SQL Window Functions

    Skills you'll gain: SQL, PostgreSQL, Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    23 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    Universidade de São Paulo

    Redes Ecológicas

    Skills you'll gain: Network Analysis, Social Network Analysis, Data Visualization, Scientific Visualization, Graphing, Graph Theory, Exploratory Data Analysis, Environmental Science, R (Software), Data Analysis, Descriptive Statistics, R Programming, Data Science

    5
    Rating, 5 out of 5 stars
    ·
    37 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    MathWorks

    Deep Learning for Computer Vision

    Skills you'll gain: Model Evaluation, Computer Vision, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Image Analysis, Transfer Learning, Model Training, Fine-tuning, Deep Learning, Generative AI, Artificial Neural Networks, Applied Machine Learning, Data Preprocessing, Matlab, Software Visualization, Classification Algorithms, Data Cleansing, Model Optimization, Predictive Modeling

    4.9
    Rating, 4.9 out of 5 stars
    ·
    35 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Alberta Machine Intelligence Institute

    Optimizing Machine Learning Performance

    Skills you'll gain: Responsible AI, Data Ethics, MLOps (Machine Learning Operations), Model Deployment, Model Optimization, Business Operations, Machine Learning, Ethical Standards And Conduct, Operational Performance Management, Applied Machine Learning, Business Strategy, Risk Mitigation, Systems Integration, Stakeholder Communications

    4.4
    Rating, 4.4 out of 5 stars
    ·
    53 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Demand Planning in RStudio: Create Demand Forecast

    Skills you'll gain: Demand Planning, Customer Demand Planning, Supply Chain Planning, Production Planning, Forecasting, Time Series Analysis and Forecasting, Trend Analysis, Inventory Management System, Data Analysis, Plot (Graphics), R Programming, Data Visualization, R (Software), Model Evaluation, Model Training

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    C

    Columbia University

    Causal Inference 2

    Skills you'll gain: Statistical Inference, Econometrics, Mediation, Correlation Analysis, Statistical Analysis, Regression Analysis, Time Series Analysis and Forecasting, Statistical Methods, Statistical Modeling, Mathematical Modeling, Research Design

    3.1
    Rating, 3.1 out of 5 stars
    ·
    16 reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
    U

    University of Colorado Boulder

    AI Ethics and Society's Future

    Skills you'll gain: Responsible AI, Data Ethics, Ethical Standards And Conduct, Artificial Intelligence, AI literacy, Social Impact, Case Studies, Automation, Education and Training, Governance, Empathy & Emotional Intelligence, Information Technology, Creativity, Information Privacy, Intellectual Property, Mitigation, Learning Theory

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    The Hong Kong University of Science and Technology

    FinTech Foundations and Overview

    Skills you'll gain: FinTech, Financial Services, Financial Systems, Banking, Emerging Technologies, Finance, Technology Strategies, Blockchain, Business Technologies, Consumer Lending, Entrepreneurship, Big Data, Market Trend, Digital Assets, Innovation, Market Opportunities

    4.7
    Rating, 4.7 out of 5 stars
    ·
    599 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Interactive Brokers

    Practical Guide to Trading

    Skills you'll gain: Derivatives, Equities, Futures Exchange, Risk Analysis, Financial Trading, International Finance, Investments, Securities Trading, Financial Market, Portfolio Risk, Risk Management, Financial Analysis, Financial Statement Analysis, Market Analysis, Market Data, Capital Markets, Investment Management, General Finance, Tax, Financial Accounting

    4.4
    Rating, 4.4 out of 5 stars
    ·
    868 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • SSIS: Design, Implement & Automate ETL Workflows: EDUCBA
  • Problems, Algorithms and Flowcharts: University of London
  • Interviewing for DS/AI Roles: University of California, Irvine
  • Introduction to SQL Window Functions: Coursera
  • Redes Ecológicas: Universidade de São Paulo
  • Deep Learning for Computer Vision: MathWorks
  • Optimizing Machine Learning Performance: Alberta Machine Intelligence Institute
  • Demand Planning in RStudio: Create Demand Forecast: Coursera
  • Causal Inference 2: Columbia University
  • AI Ethics and Society's Future: University of Colorado Boulder

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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