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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


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    EDUCBA

    Financial Statistics and Quantitative Analysis

    Skills you'll gain: Time Series Analysis and Forecasting, Probability Distribution, Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Trend Analysis, Risk Modeling, Finance, Statistical Methods, Financial Data, Financial Modeling, Probability, Statistical Inference, Risk Analysis, Probability & Statistics, Risk Management, Statistics, Correlation Analysis, Analysis, Portfolio Management

    Mixed · Course · 1 - 3 Months

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    Stanford University

    Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming

    Skills you'll gain: Algorithms, Bioinformatics, Graph Theory, Computational Thinking, Data Structures

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.3K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    AWS Architecture, Governance & Monitoring

    Skills you'll gain: Cloud Computing Architecture, Amazon CloudWatch, AWS CloudFormation, Infrastructure as Code (IaC), Cloud Security, Cloud Solutions, Amazon Web Services, Cloud Management, Information Technology Architecture, Cloud Infrastructure, Cloud Computing, IT Security Architecture, Cloud Standards, Public Cloud, Software Architecture, Security Architecture Review, Data Migration, System Monitoring, Event Monitoring, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Rice University

    Global Financial Markets and Instruments

    Skills you'll gain: Financial Market, Investments, Securities (Finance), Financial Systems, Investment Management, Securities Trading, General Finance, Capital Markets, Equities, Financial Trading, Finance, Portfolio Management, Derivatives, Corporate Finance, Business Mathematics, Cash Flows

    4.5
    Rating, 4.5 out of 5 stars
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    2.2K reviews

    Mixed · Course · 1 - 4 Weeks

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    University of California San Diego

    Drug Development

    Skills you'll gain: Drug Development, Clinical Trials, Clinical Research, Pre-Clinical Development, Pharmaceuticals, Regulatory Affairs, Pharmacology, Regulatory Compliance, Commercialization, Patient Safety

    4.7
    Rating, 4.7 out of 5 stars
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    2.4K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Machine Learning in Retail

    Skills you'll gain: Customer Analysis, Unsupervised Learning, Customer Insights, Marketing Analytics, Applied Machine Learning, Data Analysis, Machine Learning Methods, Web Analytics, Data-Driven Marketing, Retail Store Operations, Machine Learning, Machine Learning Algorithms, Histogram, Decision Tree Learning, Data Preprocessing, Pandas (Python Package)

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Mutual Fund NAV and Portfolio Analysis

    Skills you'll gain: Portfolio Risk, Portfolio Management, Financial Analysis, Return On Investment, Investment Management, Investments, Finance, Financial Market, Financial Planning, Risk Analysis, Performance Measurement, Performance Metric, Variance Analysis, Wealth Management, Risk Management, Fund Accounting

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI: Applying AI Principles with Google Cloud

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, AI literacy, Business Ethics, AI Product Strategy, Accountability, Ethical Standards And Conduct

    4.6
    Rating, 4.6 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Scripting with Alteryx: Python and R for Advanced Workflows

    Skills you'll gain: Alteryx, Predictive Modeling, People Analytics, Scripting, R Programming, Predictive Analytics, Data Science, Advanced Analytics, Scripting Languages, R (Software), Trend Analysis, Data Preprocessing, Data Integration, Exploratory Data Analysis, Data Manipulation, Data Visualization Software, Data Analysis, Model Evaluation, Employee Retention, Machine Learning

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
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    KodeKloud

    DevOps Pro: Linux, Docker, Kubernetes, CI/CD & IaC

    Skills you'll gain: Kubernetes, Bash (Scripting Language), Jenkins, Terraform, Continuous Integration, Web Servers, Amazon CloudWatch, IT Automation, Linux Commands, Nginx, Cloud Deployment, Operating System Administration, Firewall, DevOps, Infrastructure As A Service (IaaS), Systems Architecture, Cloud Infrastructure, Git (Version Control System), Data Storage, Role-Based Access Control (RBAC)

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Brand Equity and Brand Performance Analysis

    Skills you'll gain: Branding, Brand Awareness, Brand Management, Brand Strategy, Brand Loyalty, Marketing Effectiveness, Case Studies, Performance Measurement, Strategic Marketing, Marketing Psychology, Customer Insights, Business Metrics, Qualitative Research, Customer Analysis, Consumer Behaviour, Performance Metric, Market Research, Statistical Analysis

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Mergers Acquisitions Financial Modeling

    Skills you'll gain: Financial Modeling, Mergers & Acquisitions, Private Equity, Financial Forecasting, Financial Statement Analysis, Finance, Investment Banking, Cash Flow Forecasting, Business Valuation, Cash Flows, Financial Statements, Return On Investment, Case Studies, Financial Reporting, Financial Analysis, Working Capital, Forecasting, Balance Sheet, Investment Management, Financial Data

    Beginner · Specialization · 3 - 6 Months

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

  • Financial Statistics and Quantitative Analysis: EDUCBA
  • Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming: Stanford University
  • AWS Architecture, Governance & Monitoring: Whizlabs
  • Global Financial Markets and Instruments: Rice University
  • Drug Development: University of California San Diego
  • Machine Learning in Retail: Coursera
  • Mutual Fund NAV and Portfolio Analysis: EDUCBA
  • Responsible AI: Applying AI Principles with Google Cloud: Google Cloud
  • Scripting with Alteryx: Python and R for Advanced Workflows: Coursera
  • DevOps Pro: Linux, Docker, Kubernetes, CI/CD & IaC: KodeKloud

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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