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NumPy

NumPy

NumPy is a fundamental package for numerical computation in Python, widely used in scientific computing, data science, and machine learning. Coursera's NumPy catalogue teaches you the core capabilities of the NumPy array for efficient mathematical operations on multi-dimensional arrays and matrices. You'll learn about the basics of array creation, indexing, slicing, reshaping, and broadcasting. Additionally, you'll get to apply NumPy in context with other packages in Python's scientific stack, such as Pandas and Matplotlib, to perform data manipulation, statistical analysis, and data visualization. From basic arithmetic to complex linear algebraic operations, this skill is invaluable for anyone aiming to deep dive into data-intensive fields.

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Python for Data Science, AI & Development
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Supervised Machine Learning: Regression and Classification
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Intro to NumPy
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NumPy, Matplotlib & Pandas – Data Science Prerequisites
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Mastering Machine Learning Algorithms using Python
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Introduction to Python for Scientific Computing
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Results for "numpy"

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Status: New
Status: Preview
Coursera
From Raw to Ready: Data Preparation in Python
Skills you'll gain: Data Integration, Data Import/Export, NumPy, Data Wrangling, Data Manipulation, Pandas (Python Package), Data Pipelines, Data Transformation, Extract, Transform, Load, Data Cleansing
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Cervical Cancer Risk Prediction Using Machine Learning
Skills you'll gain: Exploratory Data Analysis, Data Analysis, Statistical Analysis, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Predictive Modeling, Matplotlib, Data Import/Export, Pandas (Python Package), Applied Machine Learning, Data Visualization Software, NumPy, Data Manipulation, Machine Learning
4.7
Rating, 4.7 out of 5 stars
44 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Preview
Korea Advanced Institute of Science and Technology(KAIST)
Practical Python for AI Coding 2
Skills you'll gain: Matplotlib, Data Visualization, Tensorflow, NumPy, Pandas (Python Package), Object Oriented Programming (OOP), Seaborn, Python Programming, Keras (Neural Network Library), Artificial Intelligence, Scikit Learn (Machine Learning Library), Data Processing, Data Manipulation
4.6
Rating, 4.6 out of 5 stars
26 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
LearnQuest
Python Scripting: Files, Inheritance, and Databases
Skills you'll gain: Matplotlib, Data Manipulation, Pandas (Python Package), Data Visualization, NumPy, Scripting, Object Oriented Programming (OOP), Python Programming, Scripting Languages, Database Application, Databases, Data Import/Export, File Management
4.4
Rating, 4.4 out of 5 stars
19 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
أساسيات تحليل البيانات باستخدام بايثون وباندا
Skills you'll gain: Pandas (Python Package), Data Analysis, Data Cleansing, Graphing, Exploratory Data Analysis, Data Manipulation, Matplotlib, Jupyter, Data Literacy, NumPy, Python Programming
4.7
Rating, 4.7 out of 5 stars
35 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
Howard University
Introduction to Linear Algebra and Python
Skills you'll gain: Linear Algebra, Applied Mathematics, NumPy, Mathematical Software, Algebra, Data Visualization Software, Jupyter, Mathematical Modeling, Data Science, Python Programming, Data Analysis, Software Installation, Git (Version Control System)
4.3
Rating, 4.3 out of 5 stars
15 reviews
Beginner · 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 Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Transformation, Data Quality, Exploratory Data Analysis, Statistical Analysis, Data Integration, Programming Principles, Python Programming, Scripting
4.6
Rating, 4.6 out of 5 stars
18 reviews
Beginner · Course · 1 - 3 Months
Universidad de los Andes
Análisis estático lineal y no lineal de estructuras
Skills you'll gain: Structural Analysis, Engineering Analysis, Engineering Calculations, Finite Element Methods, Civil Engineering, Mathematical Modeling, Numerical Analysis, Python Programming, NumPy, Linear Algebra, Simulation and Simulation Software, Plot (Graphics)
Advanced · Course · 1 - 3 Months
Coursera Project Network
Master Data Analysis with Pandas: Learning Path 1 (Enhanced)
Skills you'll gain: Pandas (Python Package), Data Manipulation, Data Analysis, NumPy, Python Programming
4.6
Rating, 4.6 out of 5 stars
27 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
Packt
Keras Deep Learning & Generative Adversarial Networks (GAN)
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Generative AI, Keras (Neural Network Library), NumPy, Data Processing, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Data Analysis, Generative Model Architectures, Development Environment, Pandas (Python Package), Image Analysis, Deep Learning, Classification And Regression Tree (CART), Artificial Neural Networks, Artificial Intelligence, Machine Learning, Data Science
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
Johns Hopkins University
Using Sensors With Your Raspberry Pi
Skills you'll gain: Electronics, Systems Of Measurement, Data Processing, Data Science, Electronic Components, Data Cleansing, Data Analysis Software, Statistical Methods, Analytical Skills, NumPy, Real Time Data, Regression Analysis, Mathematical Modeling
4.8
Rating, 4.8 out of 5 stars
10 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
Packt
Foundations of Data Science and Machine Learning with Python
Skills you'll gain: Pandas (Python Package), Matplotlib, NumPy, Data Visualization, Machine Learning Algorithms, Data Manipulation, Linear Algebra, Seaborn, Natural Language Processing, Deep Learning, Machine Learning, Python Programming, Data Science, Supervised Learning, Artificial Neural Networks, Regression Analysis, Data Structures
Intermediate · Course · 1 - 3 Months