NumPy Courses and Certifications

Python Data Science & Machine Learning Program NYC (High School & College)

Master Python programming, data science, and machine learning fundamentals through hands-on projects. From basic syntax to advanced regression analysis, build practical skills in data visualization and predictive modeling.

• Noble Desktop
• 45 hours
• On-Demand
• $2,195.00

Python Data Science & Machine Learning (High School & College)

Master Python data science fundamentals through hands-on projects, from basic programming concepts to advanced machine learning techniques like regression analysis, classification, and K-nearest neighbors.

• Noble Desktop
• 45 hours
• 29th Jun, 2026
• $1,699.00

Data Analysis With Python

2 ratings at Corporate Finance Institute

Build a complete data analysis workflow in Python by loading, cleaning, analyzing, and visualizing real-world data using NumPy, Pandas, Matplotlib, and Seaborn

• Corporate Finance Institute
• 2 hours 53 minutes
• On-Demand
• Paid Course

Python for Data Science Course Online (Self-Paced)

Master Python programming fundamentals for data analysis, visualization, and statistical analysis through hands-on projects with real-world datasets to make data-driven decisions.

• Noble Desktop
• On-Demand
• $1,495.00

EuroPython Conference

NumPy - Vectorize Your Brain

Learn essential NumPy idioms for efficient scientific computing in Python, covering array creation, broadcasting, universal functions, aggregations, slicing, and indexing to boost numerical computation speed.

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

EuroPython Conference

Derivatives Analytics with Python & Numpy

Explore financial derivatives analytics using Python and NumPy, focusing on efficient implementation and practical applications in quantitative finance.

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

PyCon US

From NumPy to PyTorch - A Story of API Compatibility

Explore PyTorch's approach to NumPy compatibility, its importance, challenges, and necessary divergences in this insightful discussion on API design and data science workflows.

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

PyCon US

Magical NumPy with JAX

Explore JAX's NumPy-compatible API for performant numerical modeling and gradient-based optimization. Learn functional programming, deterministic random number generation, and neural network integration.

• YouTube
• 2 hours 24 minutes
• On-Demand
• Conference Talk

PyCon US

Small Big Data - Using NumPy and Pandas When Your Data Doesn't Fit in Memory

Techniques for processing data too big for memory but too small for Big Data clusters, using NumPy and Pandas: compression, batching, and indexing for efficient data handling.

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

EuroPython Conference

PyPy Meets Python 3 and Numpy

Explore PyPy's advancements in supporting Python 3.x and scientific computing with Numpy, offering improved performance and expanded application domains for Python developers.

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

EuroPython Conference

Understanding Numba - The Python and Numpy Compiler

Explore Numba, a JIT compiler for Python and Numpy, to accelerate numerical code. Learn implementation techniques, performance optimization, and compare with other high-performance computing options.

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

Dot Physics

Quantum Tunneling: Modeling with NumPy and Python

Model quantum tunneling using Numpy and finite difference method. Learn theory, create potential, wave functions, and Hamiltonian matrices. Visualize results with Python animations.

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

Mathematics for Machine Learning: PCA

3178 ratings at Coursera

Explore mathematical foundations of Principal Component Analysis (PCA) for dimensionality reduction. Learn statistics, inner products, orthogonal projections, and derive PCA from a geometric perspective.

• Coursera
• 20 hours 39 minutes
• On-Demand
• Paid Course

echohive

ChatGPT Teaches Numpy - Python Numpy Tutorial

Comprehensive tutorial on NumPy: from basics to advanced concepts. Learn array creation, manipulation, mathematical operations, reshaping, and integration with Python data structures.

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

EuroPython Conference

Derivatives Analytics with Python & Numpy

Explore financial derivatives analytics using Python and NumPy, focusing on efficient implementation and practical applications in quantitative finance.

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