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  • Math For Data Science

Math for Data Science Courses

Math for Data Science courses can help you learn statistical analysis, linear algebra, probability theory, and calculus. You can build skills in data visualization, hypothesis testing, and regression analysis, which are crucial for interpreting data effectively. Many courses introduce tools like Python, R, and SQL, along with libraries such as NumPy and Pandas, to help you apply these mathematical concepts to real datasets and enhance your analytical capabilities.


Popular Math for Data Science Courses and Certifications


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    Real Madrid Graduate School Universidad Europea

    AI Applied to Health and Injury Prevention

    Skills you'll gain: Precision Medicine, Accident Prevention, Data Ethics, Kinesiology, Applied Machine Learning, AI Enablement, Bayesian Network, Child Development, Working With Children, Machine Learning, Data-Driven Decision-Making, Epidemiology, Continuous Monitoring, Load Balancing, Decision Support Systems, Emerging Technologies, Predictive Modeling, Health Education, Biomedical Engineering, Data Integration

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Optimize SQL: Build Fast Data Pipelines

    Skills you'll gain: Extract, Transform, Load, SQL, Data Transformation, Data Pipelines, Stored Procedure, Query Languages, Data Manipulation, Performance Tuning, Scripting, Database Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California, Davis

    Introduction to Web Development

    Skills you'll gain: Hypertext Markup Language (HTML), Cascading Style Sheets (CSS), Web Applications, Web Development, Javascript, HTML and CSS, Web Design and Development, Web Development Tools, Web Design, Debugging, Cloud Hosting, Program Development, Event-Driven Programming, Scripting Languages, Web Servers, Browser Compatibility, Web Content, Servers, Computer Programming, Data Validation

    4.7
    Rating, 4.7 out of 5 stars
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    3.7K reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Analyze Data: Visualize, Summarize, and R

    Skills you'll gain: Exploratory Data Analysis, Financial Data, Data Analysis, Package and Software Management, R Programming, R (Software), Statistical Analysis, Expense Management, Financial Analysis, Tidyverse (R Package), Data Manipulation, Statistical Visualization, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Developing LLM Applications with LangChain

    Skills you'll gain: LangChain, LLM Application, Retrieval-Augmented Generation, OpenAI API, LangGraph, AI Workflows, Large Language Modeling, AI Orchestration, Responsible AI, Generative AI, Agentic systems, Prompt Engineering, Generative AI Agents, Natural Language Processing, Cloud Development, Application Programming Interface (API), Python Programming, Application Deployment, Data Processing, Pandas (Python Package)

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Optimize AI: Build Reusable Model Pipelines

    Skills you'll gain: Model Deployment, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Large Language Modeling, Version Control

    Intermediate · Course · 1 - 4 Weeks

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    Meta

    React Basics

    Skills you'll gain: Mobile Development, React.js, Web Applications, Event-Driven Programming, Application Development, UI Components, Front-End Web Development, Cascading Style Sheets (CSS), Javascript, Hypertext Markup Language (HTML), Debugging

    4.7
    Rating, 4.7 out of 5 stars
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    2.5K reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Michigan

    Inspiring and Motivating Individuals

    Skills you'll gain: Team Motivation, Motivational Skills, Employee Engagement, Team Building, Team Leadership, Organizational Leadership, Goal Setting, People Development, Strategic Leadership, Visionary, Influencing, Industrial and Organizational Psychology, Leadership, Cultural Diversity, Leadership Development, Constructive Feedback, Performance Appraisal, Productivity, Communication

    4.8
    Rating, 4.8 out of 5 stars
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    6K reviews

    Beginner · Course · 1 - 3 Months

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    Vanderbilt University

    ChatGPT & Zapier: Agentic AI for Everyone

    Skills you'll gain: Generative AI Agents, Agentic systems, Agentic Workflows, Generative AI, Email Automation, Prompt Engineering, Make.com, AI Workflows, ChatGPT, Expense Management, Expense Reports, Workflow Management, Artificial Intelligence, Google Sheets, Travel Arrangements, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
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    125 reviews

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft Big Data Management and Analytics

    Skills you'll gain: Model Deployment, PySpark, Azure Synapse Analytics, Feature Engineering, Data Pipelines, Databases, Microsoft Azure, Apache Spark, Extract, Transform, Load, Power BI, Data Lakes, Databricks, NoSQL, SQL Server Integration Services (SSIS), Cloud Management, Data Governance, Data Visualization Software, Performance Tuning, Big Data, Large Language Modeling

    Intermediate · Professional Certificate · 3 - 6 Months

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    The University of Sydney

    Positive Psychiatry and Mental Health

    Skills you'll gain: Mental Health, Stress Management, Community Mental Health Services, Mindfulness, Psychiatry, Positivity, Mental Health Counseling, Rehabilitation, Resilience, Behavioral Health, Clinical Psychology, Mental Health Therapies, Psychotherapy, Personal Development, Mental and Behavioral Health, Creativity, Cognitive Behavioral Therapy, Occupational Therapy, Empowerment, Physical Therapy

    4.8
    Rating, 4.8 out of 5 stars
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    3.9K reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Fundamentals of Data Governance Ownership, Privacy, Security

    Skills you'll gain: Data Governance, Personally Identifiable Information, Information Privacy, Data Security, General Data Protection Regulation (GDPR), Data Ethics, Data Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Security Strategy, Compliance Management, Regulatory Compliance, Data Integrity, Risk Mitigation, Risk Analysis, Cross-Functional Collaboration, Encryption, Accountability

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular math for data science courses

  • AI Applied to Health and Injury Prevention: Real Madrid Graduate School Universidad Europea
  • Optimize SQL: Build Fast Data Pipelines: Coursera
  • Introduction to Web Development: University of California, Davis
  • Analyze Data: Visualize, Summarize, and R: Coursera
  • Developing LLM Applications with LangChain: Edureka
  • Optimize AI: Build Reusable Model Pipelines: Coursera
  • React Basics: Meta
  • Inspiring and Motivating Individuals: University of Michigan
  • ChatGPT & Zapier: Agentic AI for Everyone: Vanderbilt University
  • Microsoft Big Data Management and Analytics: Microsoft

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