SciPy Courses and Certifications

Optimization with SciPy

Learn to use SciPy’s optimize module to minimize and maximize single-variable, multivariable, and constrained functions in Python.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Curve Fitting with SciPy

Fit linear, quadratic, exponential, and sinusoidal curves in Python with SciPy, while evaluating models and tuning initial guesses.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Career Certificate

Introduction to SciPy

Learn to use SciPy for optimization, calculus, curve fitting, linear algebra, and introductory statistics through hands-on projects and real-world data challenges.

• CodeSignal
• 5 hours
• Self-Paced
• Free Certificate
• 5 courses

Great Learning

SciPy in Python - Scientific Python Tutorial

Learn SciPy fundamentals in Python through subpackages for clustering, constants, interpolation, linear algebra, image handling, and scientific computing.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

Calculus with SciPy

Use SciPy in Python to compute definite and double integrals and solve ordinary differential equations.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Basic Linear Algebra with SciPy

Use SciPy in Python to solve linear systems and explore eigenvalues, eigenvectors, matrix decompositions, determinants, inverses, and sparse matrices.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Introduction to Statistics with SciPy

Learn to perform statistical analysis in Python with SciPy, from descriptive statistics and probability distributions to hypothesis testing, confidence intervals, and regression.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Statistics with Python Using NumPy, Pandas, and SciPy

Apply statistics to data science problems in Python: vector dot products, matrix multiplication, probability basics, data distributions, normal distributions, and sampling-based inference.

• Coursera
• 4 weeks, 5 hours a week
• Self-Paced
• Paid Course

Cluster Analysis in Python

1050 ratings at DataCamp

You have probably come across Google News, which automatically groups similar news articles under a topic.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Great Learning

Python Libraries - NumPy, Pandas, Matplotlib, Seaborn, Scikit-Learn, SciPy, Tkinter, and Pygame

Master essential Python libraries including NumPy, Pandas, Matplotlib, Seaborn, Scikit-Learn, SciPy, Tkinter, and Pygame for data analysis, visualization, and application development.

• YouTube
• 8 hours 52 minutes
• Self-Paced
• Free Video

Biomedical Image Analysis in Python

240 ratings at DataCamp

The field of biomedical imaging has exploded in recent years - but for the uninitiated, even loading data can be a challenge!

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Foundations of Inference in Python

229 ratings at DataCamp

Truly Understand Hypothesis Tests What happens after you compute your averages and make your graphs?

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Foundations of Probability in Python

208 ratings at DataCamp

Probability is the study of regularities that emerge in the outcomes of random experiments.

• DataCamp
• 5 hours
• Self-Paced
• Free Trial Available

Introduction to Optimization in Python

206 ratings at DataCamp

Optimization problems are ubiquitous in engineering, sciences, and the social sciences.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Deep Learning Prerequisites: The Numpy Stack in Python (V2+)

22515 ratings at Udemy

The Numpy, Scipy, Pandas, and Matplotlib stack: prep for deep learning, machine learning, and artificial intelligence

• Udemy
• 6 hours 17 minutes
• Self-Paced
• Paid Course