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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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    The State University of New York

    How to Write a Resume (Project-Centered Course)

    Skills you'll gain: Business Writing, Concision, Organizational Skills, Personal Development, Adaptability, Keyword Research, Peer Review, Detail Oriented

    4.5
    Rating, 4.5 out of 5 stars
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    3.9K reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Improve Accuracy with ML Ensemble Methods

    Skills you'll gain: Random Forest Algorithm, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Jupyter, Classification Algorithms, Java, Sampling (Statistics), Feature Engineering, Model Evaluation, Supervised Learning, Predictive Modeling, Machine Learning, Learning Styles, Program Evaluation, Program Implementation

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Code and framework based agent development

    Skills you'll gain: AI Orchestration, AI Workflows, OpenAI API, ChatGPT, Secure Coding, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Autonomous AI Agent Systems and Orchestration

    Skills you'll gain: LangGraph, AI Orchestration, Model Deployment, Retrieval-Augmented Generation, AI Workflows, Generative AI Agents, CrewAI, Agentic Workflows, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Agentic systems, OpenAI, Systems Integration, Tool Calling, Google Gemini, Workflow Management, Automation, Prompt Engineering, Responsible AI

    Intermediate · Specialization · 1 - 3 Months

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    Universidad de los Andes

    Fundamentos de Finanzas Empresariales

    Skills you'll gain: Financial Statement Analysis, Finance, Financial Analysis, Income Statement, Capital Budgeting, Balance Sheet, Financial Modeling, Financial Management, Business Mathematics, Corporate Finance, Return On Investment, Microsoft Excel, Investment Management, Cash Flows, Business Metrics, Loans

    4.9
    Rating, 4.9 out of 5 stars
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    4.9K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Benchmark & Optimize LLM App Performance

    Skills you'll gain: LLM Application, Prompt Engineering, Performance Tuning, Performance Testing, Tool Calling, Responsible AI, A/B Testing, Application Performance Management, Retrieval-Augmented Generation, Model Evaluation, OpenAI API, Scalability, API Design

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Embedding Sensors and Motors

    Skills you'll gain: Control Systems, Machine Controls, Process Control, Embedded Systems, Embedded Software, Torque (Physics), Electronic Systems, Automation Engineering, Power Electronics, Hardware Design, Electronics Engineering, Three-Phase, Manufacturing Processes, Electrical Engineering, Electrical Systems, Programmable Logic Controllers, Electronic Hardware, Electronics, Electrical and Computer Engineering, Basic Electrical Systems

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    2.9K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Universidad Nacional Autónoma de México

    Database systems

    Skills you'll gain: NoSQL, Data Warehousing, Relational Databases, Database Management, Extract, Transform, Load, SQL, Databases, Data Mining, Business Intelligence, Big Data, Database Architecture and Administration, Information Systems, Database Systems, MySQL, Predictive Analytics, Database Design, MongoDB, Data Modeling, Scalability, Database Management Systems

    4.3
    Rating, 4.3 out of 5 stars
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    694 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Analyze GA4: Fix Your Data

    Skills you'll gain: User Research, Data Cleansing, Data Integrity, Gap Analysis, Corrective and Preventive Action (CAPA), Code Review

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Analyze Demographics: Unlock Audience Insights

    Skills you'll gain: Google Analytics, Adobe Analytics, Web Analytics, Trend Analysis, Marketing Analytics, Variance Analysis, Target Audience, Demography, Data Analysis, Marketing Strategies, Data-Driven Decision-Making, Descriptive Analytics, Strategic Marketing

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Optimize AI: Build Robust Ensemble Models

    Skills you'll gain: Model Deployment, Model Evaluation, Decision Tree Learning, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Applied Machine Learning, Analytics, A/B Testing, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Scalability, Machine Learning Algorithms, Random Forest Algorithm, Performance Testing, Performance Analysis, Statistical Analysis, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Advanced Multi-Agent AI System

    Skills you'll gain: LangGraph, AI Orchestration, System Monitoring, CrewAI, Agentic Workflows, Continuous Monitoring, Agentic systems, Enterprise Application Management, Event Monitoring, Artificial Intelligence and Machine Learning (AI/ML), Site Reliability Engineering, AI Enablement, Model Deployment, Generative AI Agents, Generative Model Architectures, AI Security, Systems Architecture, Software Architecture, Application Deployment, Middleware

    Intermediate · Course · 1 - 4 Weeks

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

  • How to Write a Resume (Project-Centered Course): The State University of New York
  • Improve Accuracy with ML Ensemble Methods: Coursera
  • Code and framework based agent development: Microsoft
  • Autonomous AI Agent Systems and Orchestration: Edureka
  • Fundamentos de Finanzas Empresariales : Universidad de los Andes
  • Benchmark & Optimize LLM App Performance: Coursera
  • Embedding Sensors and Motors: University of Colorado Boulder
  • Database systems: Universidad Nacional Autónoma de México
  • Analyze GA4: Fix Your Data: Coursera
  • Analyze Demographics: Unlock Audience Insights: Coursera

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