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NumPy Courses

NumPy courrses often teach array manipulation, mathematical functions, and data analysis techniques. You can build skills in performing complex calculations, handling large datasets, and optimizing performance for numerical operations. Many courses introduce tools like Jupyter Notebooks and Python libraries, showing how these skills are applied in data science, machine learning, and artificial intelligence projects.

Popular NumPy Courses and Certifications

Status: Free Trial
Imperial College London
Mathematics for Machine Learning: PCA
Skills you'll gain: Dimensionality Reduction, NumPy, Data Preprocessing, Unsupervised Learning, Feature Engineering, Jupyter, Statistics, Linear Algebra, Python Programming, Advanced Mathematics, Calculus
4
Rating, 4 out of 5 stars
3.2K reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Rice University
Python Programming Essentials
Skills you'll gain: Programming Principles, Python Programming, Development Environment, Computer Programming, Integrated Development Environments, Debugging
4.8
Rating, 4.8 out of 5 stars
3.6K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Duke University
Data Visualization and Modeling in Python
Skills you'll gain: Matplotlib, Data Visualization, Predictive Modeling, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Statistical Inference, Statistical Modeling, Probability & Statistics, Classification Algorithms, Python Programming
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Packt
Python Programming for Quantum Computing
Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Python Programming, Data Manipulation, Programming Principles, Computer Programming, Software Installation, Development Environment, Jupyter, Integrated Development Environments
4.5
Rating, 4.5 out of 5 stars
16 reviews
Beginner · Course · 1 - 4 Weeks
Coursera
Choisir la Meilleure Méthode pour Illustrer les Données
Skills you'll gain: Interactive Data Visualization, Heat Maps, Data Visualization, Data Visualization Software, Matplotlib, Plotly, Data Storytelling, Data Access, Correlation Analysis, Scatter Plots, Exploratory Data Analysis, Data Preprocessing, Data Science, Data Analysis, Python Programming
4.4
Rating, 4.4 out of 5 stars
10 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
Codio
Python Object Basics: Functions, Recursion, and Objects
Skills you'll gain: Object Oriented Programming (OOP), Programming Principles, Computer Programming, Scripting Languages, Python Programming, Scripting, Computer Science
4.5
Rating, 4.5 out of 5 stars
66 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
Fundamental Tools of Data Wrangling
Skills you'll gain: Pandas (Python Package), Data Wrangling, NumPy, Data Visualization, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Preprocessing, Data Transformation, Exploratory Data Analysis, Statistical Analysis, Jupyter, Programming Principles, Python Programming, Scripting
4.5
Rating, 4.5 out of 5 stars
20 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Rice University
Python Data Representations
Skills you'll gain: File I/O, Development Environment, Data Structures, Data Storage, Scripting, Python Programming, Program Development, Scripting Languages, Debugging
4.7
Rating, 4.7 out of 5 stars
1.1K reviews
Beginner · Course · 1 - 4 Weeks
Coursera
Robot Localization with Python and Particle Filters
Skills you'll gain: Spatial Data Analysis, Robotics, Artificial Intelligence, Data Manipulation, Simulations, NumPy
4.5
Rating, 4.5 out of 5 stars
25 reviews
Advanced · Guided Project · Less Than 2 Hours
Status: Free Trial
Coursera
Applying Python for Data Analysis
Skills you'll gain: Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Data Manipulation, Data Visualization, Probability & Statistics, Business Analytics, Data Transformation, Statistics, Data Visualization Software, Descriptive Statistics, Data Cleansing, Data Preprocessing, Time Series Analysis and Forecasting, Correlation Analysis, Python Programming
4.5
Rating, 4.5 out of 5 stars
17 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Rice University
An Introduction to Interactive Programming in Python (Part 2)
Skills you'll gain: Application Development, Object Oriented Programming (OOP), Interactive Design, User Interface (UI), Animations, Game Design, Python Programming, Computer Programming, Data Structures, Debugging
4.9
Rating, 4.9 out of 5 stars
1.2K reviews
Beginner · Course · 1 - 4 Weeks
Status: Preview
University of Leeds
Programming for Data Science
Skills you'll gain: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Scripting, Software Installation, Data Structures, Data Science
4.4
Rating, 4.4 out of 5 stars
30 reviews
Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular numpy courses

Mathematics for Machine Learning: PCA: Imperial College London
Python Programming Essentials: Rice University
Data Visualization and Modeling in Python: Duke University
Python Programming for Quantum Computing: Packt
Choisir la Meilleure Méthode pour Illustrer les Données: Coursera
Python Object Basics: Functions, Recursion, and Objects: Codio
Fundamental Tools of Data Wrangling: University of Colorado Boulder
Python Data Representations: Rice University
Robot Localization with Python and Particle Filters: Coursera
Applying Python for Data Analysis: Coursera