Numerical Computing Courses and Certifications

Fundamental Tools of Data Wrangling

Learn to manipulate, clean, and analyze data using Python, NumPy, and pandas in this 5-week course from the University of Colorado Boulder. Gain hands-on experience through practical exercises.

• Coursera
• 1 day 2 hours 41 minutes
• On-Demand
• Free Online Course (Audit)

Numpy For Data Science - Real Time Exercises

81 ratings at Udemy

First step towards Python's Numpy Library

• Udemy
• 2 hours 35 minutes
• On-Demand
• Paid Course

30 Days of Python Code: NumPy Challenge

12 ratings at Udemy

Take the 30-Day NumPy Challenge: Dive into Python Code - Level Up Your Skills and Master NumPy for Data Manipulation!

• Udemy
• 1 hour 13 minutes
• On-Demand
• Paid Course

Data Analysis with Python: Zero to Pandas

1 review

"Data Analysis with Python: Zero to Pandas" is a practical and beginner-friendly introduction to data analysis covering the basics of Python, Numpy, Pandas, Data Visualization, and Exploratory Data Analysis.

• Jovian
• On-Demand
• Free Online Course

NumPy Essential Training: 1 Foundations of NumPy

93 ratings at LinkedIn Learning

Learn about NumPy, the most useful Python library for data science and numerical computing.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

NumPy Essential Training: 1 Foundations of NumPy

Learn about NumPy, the most useful Python library for data science and numerical computing.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

Great Learning

Python Tutorial for Beginners - Learn Python

This video teaches Python and its key functions and concepts with a variety of demonstrations and examples to help you get started on the right foot.

• YouTube
• 7 hours 35 minutes
• On-Demand
• Free Online Course

Great Learning

Machine Learning with Python - Tutorial for Beginners

Master machine learning with Python in an 11-hour program by Great Learning. Gain practical skills in data manipulation, numerical computing, data visualization, and reinforcement learning.

• YouTube
• 10 hours 37 minutes
• On-Demand
• Free Online Course

Great Learning

Python for Data Science - Data Science with Python - Python for Data Analysis

Data science with python starts focuses on an introduction to Python and Python IDEs, followed by looking at data structures in Python. Then we look at object-oriented programming.

• YouTube
• 10 hours 56 minutes
• On-Demand
• Free Online Course

NumPy in Python Tutorial

Numpy subMatrix From Matrix Using Slicing | NumPy Python Tutorial | Num Py Tutorial | Mr. Srinivas. Numpy Defining Multi Dimensional Arrays in NumPy in Python Tutorial. NumPy Find the Properties of Array in Python tutorial.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Master Python and Numpy with this comprehensive course, covering array anatomy, code vectorization, problem-solving, custom vectorization, and advanced topics beyond Numpy.

• Independent
• On-Demand
• Free Online Course

Introduction to Numerical Computing with NumPy - SciPy 2019 Tutorial

Learn to use NumPy for efficient computational algorithms and array processing in Python, with a focus on mathematical functions and routine creation. (2-3 hours)

• YouTube
• 2 hours 16 minutes
• On-Demand
• Free Online Course

Fields Institute

Diffrax - Numerical Differential Equation Solvers in JAX

Learn to solve numerical differential equations using JAX in less than an hour with Patrick Kidger from Google X, offered by Fields Institute.

• YouTube
• 24 minutes
• On-Demand
• Free Online Course

The Full Stack

Coding a Neural Network - Full Stack Deep Learning - Spring 2021

Learn to code a neural network from scratch in under an hour with The Full Stack. Get hands-on with Google Colab, Numpy, PyTorch, and Keras to create regression models.

• YouTube
• 42 minutes
• On-Demand
• Free Online Course

Scala Days Conferences

Pick Your Number Type With Spire

Learn to select your number type with Spire in under an hour with Denis Rosset, offered by Scala Days Conferences.

• YouTube
• 50 minutes
• On-Demand
• Conference Talk