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  • Numerical Analysis

Numerical Analysis Courses

Numerical analysis courses can help you learn techniques for solving equations, numerical integration, interpolation, and error analysis. You can build skills in optimizing algorithms, implementing numerical methods, and analyzing computational efficiency. Many courses introduce tools like MATLAB, Python, and R, that support applying these methods to real-world problems in engineering, physics, and data science.


Popular Numerical Analysis Courses and Certifications


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    É

    École Polytechnique Fédérale de Lausanne

    Analyse numérique pour ingénieurs

    Skills you'll gain: Numerical Analysis, Engineering Analysis, Matlab, Differential Equations, Applied Mathematics, Calculus, Linear Algebra, Mathematical Modeling, Integral Calculus, Algorithms, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
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    108 reviews

    Intermediate · Course · 1 - 3 Months

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    Siemens

    Angewandte numerische Fluiddynamik

    Skills you'll gain: Mechanical Engineering, Thermal Management, Engineering Analysis, Simulations, Numerical Analysis, Engineering, Mathematical Modeling, Physics

    Intermediate · Course · 1 - 3 Months

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    Macquarie University

    Statistics and Data Analysis with Excel: Essentials

    Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Statistics, Descriptive Statistics, Probability & Statistics, Microsoft Excel, Data Analysis, Statistical Inference, Spreadsheet Software, Data-Driven Decision-Making, Box Plots, Probability Distribution, Histogram, Data Visualization Software, Variance Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    53 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    GenAI for Financial Data Analysis

    Skills you'll gain: Generative AI, Responsible AI, Financial Data, Complex Problem Solving, Microsoft Copilot, ChatGPT, Data-Driven Decision-Making, Data Analysis, Financial Analysis, Business Ethics, Data Visualization Software

    4.2
    Rating, 4.2 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Pennsylvania

    Data Analysis Using Python

    Skills you'll gain: Matplotlib, Data Analysis, Pandas (Python Package), Data Visualization, Data Science, Data Cleansing, Pivot Tables And Charts, Data Visualization Software, Data Preprocessing, Data Manipulation, Scatter Plots, NumPy, Exploratory Data Analysis, Jupyter, Data Import/Export, Histogram, Python Programming, Data Structures, Programming Principles

    4.5
    Rating, 4.5 out of 5 stars
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    429 reviews

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Coding and Automation for Data Analysis with Generative AI

    Skills you'll gain: Prompt Engineering, Excel Formulas, Generative AI, Data Pipelines, Responsible AI, Data Processing, Debugging, Microsoft Excel, Automation, Data Transformation, Artificial Intelligence, Data Analysis, SQL, Natural Language Processing

    4.5
    Rating, 4.5 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Data Processing and Exploration with NumPy & Pandas

    Skills you'll gain: Pivot Tables And Charts, Data Visualization, Data Analysis, Data Transformation, Data Preprocessing, Exploratory Data Analysis, Data Cleansing, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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    LearnKartS

    Risk Analysis

    Skills you'll gain: Risk Analysis, Project Risk Management, Risk Management, Risk Mitigation, Operational Analysis, Analysis, Agile Methodology, Stakeholder Management, Project Estimation, Earned Value Management, Project Performance, Dependency Analysis, Simulation and Simulation Software, Forecasting, Root Cause Analysis, Prioritization

    4.8
    Rating, 4.8 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Minnesota

    Modeling, IC Processes and Emerging Microtechnology

    Skills you'll gain: Finite Element Methods, Semiconductors, Electronic Systems, Computer Architecture, Manufacturing Processes, Process Engineering, Emerging Technologies, Simulation and Simulation Software, Mathematical Modeling, Electronic Components, Micrometer, Artificial Intelligence, Scalability

    Mixed · Course · 1 - 4 Weeks

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    Korea Advanced Institute of Science and Technology(KAIST)

    Applied Math for Materials Science and Engineering

    Skills you'll gain: Integral Calculus, Calculus, Advanced Mathematics, Materials science, Applied Mathematics, Engineering Analysis, Mathematical Modeling, Differential Equations, Derivatives

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Object-Oriented Analysis and Design: Practice & Architecture

    Skills you'll gain: Object Oriented Design, Software Design Patterns, Unified Modeling Language, Java Programming, Software Architecture, Application Design, User Interface and User Experience (UI/UX) Design, Software Engineering, API Design, Software Development

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Data Analysis with Python

    Skills you'll gain: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Machine Learning Methods, Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    29 reviews

    Intermediate · Specialization · 3 - 6 Months

Searches related to numerical analysis

integral calculus and numerical analysis for data science
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In summary, here are 10 of our most popular numerical analysis courses

  • Analyse numérique pour ingénieurs: École Polytechnique Fédérale de Lausanne
  • Angewandte numerische Fluiddynamik: Siemens
  • Statistics and Data Analysis with Excel: Essentials: Macquarie University
  • GenAI for Financial Data Analysis: Coursera
  • Data Analysis Using Python: University of Pennsylvania
  • Coding and Automation for Data Analysis with Generative AI: Microsoft
  • Data Processing and Exploration with NumPy & Pandas: Packt
  • Risk Analysis: LearnKartS
  • Modeling, IC Processes and Emerging Microtechnology: University of Minnesota
  • Applied Math for Materials Science and Engineering: Korea Advanced Institute of Science and Technology(KAIST)

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
Computer Program (20)
Data Structure (19)
Problem Solving (19)
Algebra (12)
Computer Vision (10)
Discrete Mathematics (10)
Graph Theory (10)
Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

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