25 Best NumPy Courses Online

Statistics with Python Using NumPy, Pandas, and SciPy

Offered by University of Michigan

“Statistics with Python Using NumPy, Pandas, and SciPy” explores how to apply statistical and mathematical techniques to data science problems. Throughout the first half of the course, you’ll work on reviewing vector dot...

BiteSize Python: NumPy and Pandas

Offered by University of Colorado Boulder

This course delves into advanced data structures in Python, focusing on the powerful capabilities of the NumPy and Pandas libraries. It introduces the ndarray, a multidimensional array object provided by NumPy, enabling...

NumPy Mastery for Machine Learning & AI-Beginner to Pro 2025

Master NumPy step by step with coding exercises, real-world projects, and quizzes — build the foundation for ML, AI & Deep Learning.Course DescriptionNumPy is the foundation of nearly every Machine Learning, Deep Lea...

Python Numpy: Machine Learning & Data Science Course

Hello there,Welcome to Python Numpy: Machine Learning & Data Science CoursePython numpy, Numpy python, python numpy: machine learning & data science, python numpy, machine learning data science course, machine le...

Master Python in 14 Days: Numpy, Pandas, Seaborn, RegEx, OOP

Python is a high level dynamic programming language founded in 1991. The inspiration for the name ‘Python’ was from the comedy television show Monty Python’s Flying Circus. Today, Python is a very popular programming lan...

Preprocessing Data with NumPy

The problemMost data analyst, data science, and coding courses miss a crucial practical step. They don’t teach you how to work with raw data, how to clean and preprocess it. This creates a sizeable gap between the skills...

NumPy Masterclass: Python on Data Science & Machine Learning

Do you want to master NumPy and unlock your potential in data science? This course is your comprehensive, hands-on introduction to the foundational library of modern Python computing!NumPy is the absolute core building b...

Python Data Analysis: NumPy & Pandas Masterclass

This is a hands-on, project-based course designed to help you master two of the most popular Python packages for data analysis and business intelligence: NumPy and Pandas.We'll start with a NumPy primer to introduce arra...

NumPy, SciPy, Matplotlib & Pandas A-Z: Machine Learning

Are you eager to dive into the core libraries that form the backbone of data manipulation, scientific computing, visualization, and machine learning in Python? Welcome to "NumPy, SciPy, Matplotlib & Pandas A-Z: Machine L...

NumPy, Matplotlib & Pandas – Data Science Prerequisites

Offered by Packt

Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as yo...

Intro to NumPy

Offered by Packt

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the co...

Python: Mastering NumPy Essentials

Offered by JetBrains

Unlock the real power of Python with NumPy - the essential library behind data science, AI, and scientific computing. In this hands-on course, you’ll quickly go from basic array operations to writing fast, efficient code...

Logistic Regression with NumPy and Python

Offered by Coursera

Welcome to this project-based course on Logistic with NumPy and Python. In this project, you will do all the machine learning without using any of the popular machine learning libraries such as scikit-learn and statsmode...

Data Processing and Exploration with NumPy & Pandas

Offered by Packt

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the co...

Data Analysis with NumPy and Pandas

Offered by EDUCBA

This Specialization equips learners with essential skills in Python-based data analysis using NumPy and Pandas. Starting with foundational numerical operations, learners progress to advanced data manipulation, cleaning,...

NumPy & Pandas: Analyze & Transform Data

Offered by EDUCBA

Build practical data analysis skills with NumPy and Pandas, two essential Python packages for numerical computing and data wrangling. Designed for beginners strengthening their foundations and professionals seeking great...

Python Data Science: NumPy

Offered by Logical Operations

In this course, you'll continue developing your data science skills in Python by working with one of the most fundamental data science libraries—NumPy. You'll create NumPy arrays, load and save NumPy data, and analyze da...

NumPy & Pandas: Analyze & Manage Retail Data

Offered by EDUCBA

Build practical numerical computing and retail data analysis skills with NumPy and Pandas. Designed for aspiring data analysts, business intelligence professionals, and Python enthusiasts, this hands-on course guides you...

Principal Component Analysis with NumPy

Offered by Coursera

Welcome to this 2 hour long project-based course on Principal Component Analysis with NumPy and Python. In this project, you will do all the machine learning without using any of the popular machine learning libraries su...

Deep Dive into Numpy and Pandas

Offered by CodeSignal

Deepen your Python data analysis skills with NumPy and Pandas, from array operations to advanced DataFrame transformations. Learn to clean, reshape, merge, and analyze datasets using practical workflows.

Scientific Programming for AI with Python

Offered by RWTH Aachen University

Embark on a journey to master Python programming! This course will equip you with a solid understanding of essential techniques, including data structures, control statements, and functions. You'll also delve into advanc...

Accounting Data Analytics with Python

Offered by University of Illinois Urbana-Champaign

This course focuses on developing Python skills for assembling business data. It will cover some of the same material from Introduction to Accounting Data Analytics and Visualization, but in a more general purpose progra...

Introduction to Data Analytics

Offered by Birla Institute of Technology & Science, Pilani

Welcome to Introduction to Data Analytics! This course will guide you through the essential techniques for working with data, equipping you with skills used by data experts across industries. You’ll explore how to clean...

Data Analysis With Python

Offered by Corporate Finance Institute

Python is a core skill for anyone working with data—and this course shows you exactly how to use it in practice. Through real-world examples, you’ll build an end-to-end data analysis workflow using four of Python’s most...

Mathematics for Machine Learning

Offered by Imperial College London

For a lot of higher level courses in Machine Learning and Data Science, you find you need to freshen up on the basics in mathematics - stuff you may have studied before in school or university, but which was taught in an...