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NumPy

NumPy

Learn NumPy for numerical computing in Python. Understand array operations, mathematical functions, and data manipulation using NumPy.

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103courses

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Data Science Foundations
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Machine Learning
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IBM
Python for Data Science, AI & Development
Course
Status: Free Trial
DeepLearning.AI
Supervised Machine Learning: Regression and Classification
Course

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Packt
Intro to NumPy
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Packt
NumPy, Matplotlib & Pandas – Data Science Prerequisites
Course
Status: Preview
University of Colorado Boulder
Introduction to Python for Scientific Computing
Course
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Packt
Mastering Machine Learning Algorithms using Python
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Explore the NumPy Course Catalog

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Status: Preview
University of Minnesota
Matrix Methods
Skills you'll gain: Dimensionality Reduction, NumPy, Linear Algebra, Machine Learning Methods, Data Analysis, Numerical Analysis, Applied Mathematics, Applied Machine Learning, Algorithms, Python Programming
4.1
Rating, 4.1 out of 5 stars
248 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Unsupervised Algorithms in Machine Learning
Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Machine Learning Algorithms, Data Science, Applied Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Python Programming, Algorithms, Linear Algebra, Exploratory Data Analysis, NumPy, Statistical Analysis
Build toward a degree
3.8
Rating, 3.8 out of 5 stars
22 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
IBM
AI Workflow: Business Priorities and Data Ingestion
Skills you'll gain: Design Thinking, Data Science, Process Design, Strategic Thinking, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Quality, Business Priorities, Pandas (Python Package), NumPy, Machine Learning, Python Programming
4.3
Rating, 4.3 out of 5 stars
183 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Illinois Urbana-Champaign
Accounting Data Analytics with Python
Skills you'll gain: Jupyter, Matplotlib, Data Visualization, Pandas (Python Package), Data Manipulation, SQL, Data Visualization Software, Seaborn, Data Processing, Data Structures, NumPy, Programming Principles, Business Analysis, Databases, Accounting, Relational Databases, Data Modeling, Python Programming, Descriptive Statistics, Statistical Machine Learning
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
109 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Universitat Pompeu Fabra of Barcelona
Audio Signal Processing for Music Applications
Skills you'll gain: Music, Music Theory, Open Source Technology, Data Analysis Software, Python Programming, NumPy, Numerical Analysis, Computer Programming Tools
4.8
Rating, 4.8 out of 5 stars
294 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
LearnQuest
Introduction to Data Science and scikit-learn in Python
Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, NumPy, Data Analysis, Python Programming, Regression Analysis, Predictive Modeling, Machine Learning, Classification And Regression Tree (CART), Data Science, Statistical Hypothesis Testing, Supervised Learning, Statistical Methods, Programming Principles, Data Structures
3.7
Rating, 3.7 out of 5 stars
52 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Mastering Data Analysis with Pandas: Learning Path Part 2
Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Data Wrangling, NumPy, Python Programming
4.8
Rating, 4.8 out of 5 stars
29 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Preview
Pontificia Universidad Católica de Chile
Procesamiento de Imágenes
Skills you'll gain: Image Analysis, Computer Vision, Python Programming, Color Theory, Spatial Analysis, NumPy, Algorithms, Linear Algebra
4.3
Rating, 4.3 out of 5 stars
13 reviews
Intermediate · Course · 1 - 3 Months
Coursera Project Network
Robot Localization with Python and Particle Filters
Skills you'll gain: Spatial Data Analysis, Artificial Intelligence, Robotic Process Automation, Simulations, NumPy
4.5
Rating, 4.5 out of 5 stars
25 reviews
Advanced · Guided Project · Less Than 2 Hours
Status: Free Trial
University of California San Diego
Basic Data Processing and Visualization
Skills you'll gain: Data Processing, Data Manipulation, Data Visualization, Interactive Data Visualization, Web Scraping, Data Visualization Software, Pandas (Python Package), Data Science, Data Cleansing, Matplotlib, Data Import/Export, NumPy, Jupyter, JSON, Python Programming
4.3
Rating, 4.3 out of 5 stars
198 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Fundamental Tools of Data Wrangling
Skills you'll gain: Pandas (Python Package), Data Wrangling, NumPy, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Transformation, Exploratory Data Analysis, Statistical Analysis, Data Integration, Jupyter, Python Programming, Scripting
4.6
Rating, 4.6 out of 5 stars
18 reviews
Beginner · Course · 1 - 3 Months
Status: Preview
The University of Chicago
Global Warming II: Create Your Own Models in Python
Skills you'll gain: Climate Change Programs, Mathematical Modeling, NumPy, Physical Science, Simulation and Simulation Software, Environmental Science, Scientific Visualization, Matplotlib, Simulations, Numerical Analysis, Differential Equations, Mechanics
4.1
Rating, 4.1 out of 5 stars
55 reviews
Mixed · Course · 1 - 3 Months