SciPy Courses and Certifications

Optimization with SciPy

Master SciPy's optimize module to solve optimization problems, implement algorithms, and efficiently tackle both single and multivariable functions with constraints in Python.

• CodeSignal
• On-Demand
• Free Certificate

Calculus with SciPy

Master SciPy's calculus capabilities for integration and differential calculations, implementing practical solutions for definite integrals, double integrals, and ordinary differential equations in Python.

• CodeSignal
• On-Demand
• Free Certificate

Curve Fitting with SciPy

Explore SciPy's curve fitting capabilities to model data effectively, mastering essential functions, algorithms, and techniques for precise data analysis in Python.

• CodeSignal
• On-Demand
• Free Certificate

Basic Linear Algebra with SciPy

Master SciPy's linear algebra capabilities for solving equations, understanding eigenvalues, matrix decomposition, and working with sparse matrices in Python.

• CodeSignal
• On-Demand
• Free Certificate

Introduction to Statistics with SciPy

Explore statistical analysis in Python using SciPy's statistics module, from descriptive statistics and probability distributions to hypothesis testing, confidence intervals, and regression.

• CodeSignal
• On-Demand
• Free Certificate

DigitalSreeni

Image Processing Using Scipy in Python

Learn essential image processing techniques using SciPy in Python, including importing, pixel manipulation, filtering, and edge detection with Sobel filters.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Introduction to Optimization in Python

Learn to solve real-world optimization problems using Python's SciPy and PuLP, covering everything from basic to constrained and complex optimization.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Statistics with Python Using NumPy, Pandas, and SciPy

Master statistical techniques with Python, using NumPy, Pandas, and SciPy for data science problems. Explore vector operations, probability, data distributions, linear relationships, and statistical inference.

• Coursera
• 19 hours 31 minutes
• On-Demand
• Free Online Course (Audit)

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

430 ratings at Udemy

NumPy | SciPy | Matplotlib | Pandas | Machine Learning | Data Science | Deep Learning | Pre-Machine Learning Analysis

• Udemy
• 6 hours 29 minutes
• On-Demand
• Paid Course

Data Analysis with Python

19211 ratings at Coursera

Learn to analyze data using Python, from importing and cleaning to exploratory analysis and building machine learning models. Gain hands-on experience with popular libraries and real-world datasets.

• Coursera
• 16 hours 2 minutes
• On-Demand
• Free Online Course (Audit)

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

22049 ratings at Udemy

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

• Udemy
• 6 hours 17 minutes
• On-Demand
• Paid Course

Advanced NumPy - SciPy Japan 2019 Tutorial - Juan Nunuz-Iglesias

Hands-on tutorial exploring advanced NumPy concepts: broadcasting, strides, and indexing. Ideal for Python users familiar with array computing, taught by scikit-image core developer.

• YouTube
• 2 hours 29 minutes
• On-Demand
• Free Video

Microcredential

Data Science

Gain insights from big data through mathematical and computational tools. Master Python, statistics, machine learning, and Apache Spark for data-driven decision-making and visualization.

• edX
• 40 weeks, 8-11 hours a week
• On-Demand
• $1,400.00
• 3 courses

EuroPython Conference

Multibody Simulation Using Sympy, Scipy and Vpython

Explore multibody simulation using Python packages sympy, scipy, and vpython for engineering and educational purposes. Learn to formulate mechanical problems and integrate equations.

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

Prof. Ryan C. Cooper

Linear Algebra in NumPy and SciPy - ME3255

Learn essential linear algebra operations using NumPy and SciPy libraries in Python for efficient numerical computations and data analysis.

• YouTube
• 32 minutes
• On-Demand
• Free Video