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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


  • Status: New
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    Status: Free Trial
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    Edureka

    Power BI Developer

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard, Business Intelligence, Data Modeling, Data Storytelling, Extract, Transform, Load, Data Transformation, Data Visualization, Snowflake Schema, Business Analytics, Data Lakes, Data-Driven Decision-Making, Key Performance Indicators (KPIs), Data Analysis, Data Governance, Python Programming, Generative AI, Artificial Intelligence, Data Security

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
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    Packt

    Apache Airflow Best Practices

    Skills you'll gain: Apache Airflow, MLOps (Machine Learning Operations), Multi-Tenant Cloud Environments, Data Pipelines, Workflow Management, Business Workflow Analysis, Cloud Deployment, Continuous Deployment, CI/CD, Devops Tools, DevOps, Configuration Management, Python Programming, Scalability, Performance Tuning, System Monitoring

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
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    P

    Pontificia Universidad Católica de Chile

    Introducción a la programación en Python I: Aprendiendo a programar con Python

    Skills you'll gain: File I/O, Python Programming, Data Structures, Programming Principles, Computer Programming, Program Development, Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    4.9K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Michigan

    Applied Social Network Analysis in Python

    Skills you'll gain: Network Analysis, Social Network Analysis, Graph Theory, Data Analysis, Pandas (Python Package), Predictive Analytics, Unsupervised Learning, Matplotlib, Python Programming, Probability Distribution, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    2.7K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    People & Soft Skills: Essential for Professional Success

    Skills you'll gain: Active Listening, Problem Solving, Collaboration, Presentations, Critical Thinking and Problem Solving, Interpersonal Communications, Teamwork, Conflict Management, Creative Problem-Solving, Constructive Feedback, Creative Thinking, Root Cause Analysis, Team Building, Virtual Teams, Public Speaking, Persuasive Communication, Client Services, Professional Development, Ability To Meet Deadlines, Business Research

    4.7
    Rating, 4.7 out of 5 stars
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    5.5K reviews

    Beginner · Specialization · 1 - 3 Months

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    Logical Operations

    Crystal Reports: Running Totals and Cross-Tabs

    Skills you'll gain: Management Reporting, Business Reporting, Run Chart, Data Presentation, Microsoft Access, Data Analysis, Business Intelligence Software, Business Intelligence, Data Analysis Software, Microsoft Office

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Connect Google Ads & Analytics Data

    Skills you'll gain: Google Ads, Google Analytics, Marketing Analytics, Data Integration, Web Analytics, Data Access

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Digital Transformation Using AI/ML with Google Cloud

    Skills you'll gain: Business Transformation, Innovation, Digital Transformation, Data Governance, Model Evaluation, Google Cloud Platform, Google Workspace, Responsible AI, Technology Strategies, Cloud Solutions, Cloud Services, Cloud Computing, Data Strategy, Cloud Infrastructure, Cloud Applications, Collaborative Software, Team Building, Infrastructure As A Service (IaaS), Artificial Intelligence and Machine Learning (AI/ML), Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    7.5K reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Python for Data Analysis: Pandas & NumPy

    Skills you'll gain: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Exploratory Data Analysis, Data Manipulation, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
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    376 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    IBM

    Data Visualization with R

    Skills you'll gain: Dashboard, Rmarkdown, Data Visualization, Data Visualization Software, Plot (Graphics), Ggplot2, Interactive Data Visualization, Shiny (R Package), Leaflet (Software), R Programming, Data Presentation, Graphing, Scatter Plots, Box Plots, Histogram, Spatial Data Analysis, Data Science, User Interface (UI), Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    267 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of London

    Responsive Website Development and Design

    Skills you'll gain: Responsive Web Design, HTML and CSS, Web Design, jQuery, Web Applications, Bootstrap (Front-End Framework), MongoDB, User Experience Design, Interaction Design, Web Content Accessibility Guidelines, Cascading Style Sheets (CSS), User Accounts, Wireframing, User Interface (UI), Web Development, Collaborative Software, JavaScript Frameworks, Application Design, Authentications, Javascript

    4.5
    Rating, 4.5 out of 5 stars
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    7.6K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Coursera

    Traverse Trees for ML with DFS & BFS

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Java, Java Programming, Machine Learning Algorithms, Supervised Learning, Algorithms, Machine Learning, Data Structures, Software Engineering

    Advanced · Course · 1 - 4 Weeks

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

  • Power BI Developer: Edureka
  • Apache Airflow Best Practices: Packt
  • Introducción a la programación en Python I: Aprendiendo a programar con Python: Pontificia Universidad Católica de Chile
  • Applied Social Network Analysis in Python: University of Michigan
  • People & Soft Skills: Essential for Professional Success: IBM
  • Crystal Reports: Running Totals and Cross-Tabs: Logical Operations
  • Connect Google Ads & Analytics Data: Coursera
  • Digital Transformation Using AI/ML with Google Cloud: Google Cloud
  • Python for Data Analysis: Pandas & NumPy: Coursera
  • Data Visualization with R: IBM

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