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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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    Imperial College London

    Introduction to Python for Researchers

    Skills you'll gain: Programming Principles, Microsoft Visual Studio, Computer Programming, Integrated Development Environments, Python Programming, Debugging, Development Environment

    4.9
    Rating, 4.9 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Processing IoT Hub data streams with Azure Stream Analytics

    Skills you'll gain: Microsoft Azure, Internet Of Things, Real Time Data, Data Storage, Query Languages, Peripheral Devices

    4.5
    Rating, 4.5 out of 5 stars
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    23 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    CCNA Intermediate – Switching, VLANs & Routing

    Skills you'll gain: Network Troubleshooting, Network Routing, Routing Protocols, OSI Models, TCP/IP, Virtual Local Area Network (VLAN), Network Switches, Networking Hardware, Network Administration, Local Area Networks, Network Infrastructure, Network Protocols, System Configuration

    4.8
    Rating, 4.8 out of 5 stars
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    31 reviews

    Intermediate · Course · 1 - 3 Months

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    LearnQuest

    IoT Systems and Industrial Applications with Design Thinking

    Skills you'll gain: User Research, Internet Of Things, Usability Testing, Prototyping, Design Thinking, Ideation, Automation, Advanced Analytics, User Experience Design, Big Data, User Centered Design, IT Security Architecture, Interaction Design, Data-Driven Decision-Making, Human Centered Design, Data Management, Robotics, Control Systems, Hardware Architecture, Manufacturing Processes

    4.5
    Rating, 4.5 out of 5 stars
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    52 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Python NLTK for Beginners: Customer Satisfaction Analysis

    Skills you'll gain: Text Mining, Unstructured Data, Data Analysis, Natural Language Processing, Pandas (Python Package), Data Manipulation, Data Preprocessing, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    12 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    LearnQuest

    Next-Generation Firewalls and Intrusion Prevention

    Skills you'll gain: Intrusion Detection and Prevention, Continuous Monitoring, Threat Management, Firewall, Incident Response, Network Security, Threat Detection, Network Monitoring, Information Systems Security, Infrastructure Security, Cybersecurity

    4.4
    Rating, 4.4 out of 5 stars
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    48 reviews

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Algorithmic Solutions: Design, Problem Solving, Reporting

    Skills you'll gain: Algorithms, Technical Communication, Computational Thinking, Solution Design, Programming Principles, Software Design, Theoretical Computer Science, Data Structures, Problem Management, Mathematical Modeling, Computer Science

    4.4
    Rating, 4.4 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Introduction to Generative AI in Healthcare

    Skills you'll gain: Generative AI, Responsible AI, Data Ethics, Health Care Procedure and Regulation, Healthcare Industry Knowledge, Medical Privacy, Artificial Intelligence, Clinical Documentation, LLM Application, Healthcare Ethics, Health Informatics, Treatment Planning, Diagnostic Radiology, Medical Imaging, Natural Language Processing

    4.2
    Rating, 4.2 out of 5 stars
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    44 reviews

    Beginner · Course · 1 - 3 Months

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    Free Trial
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    École Polytechnique

    Digital business - Act on the digital world

    Skills you'll gain: Digital Transformation, Business Transformation, Technology Strategies, Business Technologies, E-Commerce, Business Management, Innovation, Business, Customer Acquisition Management, Data Management, Marketing Strategies, Data-Driven Decision-Making, Scalability, Customer experience strategy (CX), Presentations

    4.6
    Rating, 4.6 out of 5 stars
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    28 reviews

    Mixed · Course · 1 - 4 Weeks

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    J

    Johns Hopkins University

    Cours intensif sur la science des données

    Skills you'll gain: Data Science, Data Literacy, Project Design, Data Analysis, Data Management, Data Presentation, Data-Driven Decision-Making, Business Analytics, Performance Metric, Machine Learning, Statistical Inference

    Mixed · Course · 1 - 4 Weeks

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    Korea Advanced Institute of Science and Technology(KAIST)

    Particle Dynamics

    Skills you'll gain: Mechanics, Mechanical Engineering, Engineering Analysis, Physics, Engineering Calculations, Differential Equations, Integral Calculus, Calculus

    4.6
    Rating, 4.6 out of 5 stars
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    33 reviews

    Intermediate · Course · 3 - 6 Months

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    Coursera

    Concepts in SQL

    Skills you'll gain: SQL, Stored Procedure, Query Languages, MySQL, Database Management, Transaction Processing, Data Manipulation, Relational Databases

    4
    Rating, 4 out of 5 stars
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    28 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Introduction to Python for Researchers: Imperial College London
  • Processing IoT Hub data streams with Azure Stream Analytics: Coursera
  • CCNA Intermediate – Switching, VLANs & Routing: Packt
  • IoT Systems and Industrial Applications with Design Thinking: LearnQuest
  • Python NLTK for Beginners: Customer Satisfaction Analysis: Coursera
  • Next-Generation Firewalls and Intrusion Prevention: LearnQuest
  • Algorithmic Solutions: Design, Problem Solving, Reporting: Coursera
  • Introduction to Generative AI in Healthcare : Coursera
  • Digital business - Act on the digital world: École Polytechnique
  • Cours intensif sur la science des données: Johns Hopkins University

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