NumPy Courses and Certifications

The Machine Learning Engineer

Optimizing Python Code Speed with Functools and NumPy Vectorize

Boost Python code performance using functools and numpy vectorization techniques for faster execution and improved efficiency.

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

The Machine Learning Engineer

MLOps: Using Python Libraries in DotNet - Spacy, Numpy, Pandas

Integrate Python libraries like Spacy, NumPy, and Pandas into .NET applications using Pythonnet for enhanced machine learning and data science capabilities.

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

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
• Self-Paced
• Free Video

Conf42

High-Performance ML Systems with NumPy, PyTorch, and Ray for Fraud Detection

Discover how to build high-performance machine learning systems for fraud detection using NumPy, PyTorch, and Ray, covering implementation approaches, real-time prevention techniques, and future AI applications in this field.

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

Data Science Conference

Building and Optimization of Neural Networks from Scratch with NumPy

Master neural network development from ground up using NumPy, covering architecture design, propagation methods, and optimization techniques for building efficient deep learning models without frameworks.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

NumPy and JAX NumPy Comparison - Part 1

Discover how JAX NumPy leverages familiar NumPy APIs while delivering superior performance for high-performance computing and machine learning applications.

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

Learn Python Programming - Beginner to Master

13593 ratings at Udemy

Become a Python Expert. for Both Academics and Industry. 100+ Challenges

• Udemy
• 2 days 13 hours 24 minutes
• Self-Paced
• Paid Course

Python for Computer Vision with OpenCV and Deep Learning

13180 ratings at Udemy

Learn the latest techniques in computer vision with Python , OpenCV , and Deep Learning!

• Udemy
• 14 hours 5 minutes
• Self-Paced
• Paid Course

Data Science: Deep Learning and Neural Networks in Python

10276 ratings at Udemy

The MOST in-depth look at neural network theory for machine learning, with both pure Python and Tensorflow code

• Udemy
• 12 hours 9 minutes
• Self-Paced
• Paid Course

Descriptive and Inferential Statistics with Python

Master statistical analysis using Python's powerful libraries - from basic descriptive measures to advanced inferential techniques, with hands-on practice using real-world datasets and practical applications.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Large Data Handling Techniques

Master efficient techniques for handling large datasets, from compressed file management to batch processing of NumPy arrays and CSV files, enabling you to work effectively with data at scale.

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

Neural Networks Fundamentals: Neurons and Layers

Discover how neurons process information, activation functions work, and layers connect to build neural networks from scratch using Python and NumPy.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Credential

Introduction to JAX for Deep Learning

Master JAX fundamentals, advanced transformations, neural networks, and Flax/Optax to build real-world deep learning applications like image classifiers.

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

FUN WITH DATA SCIENCE

Complete Numpy and Pandas

Master essential data science libraries: array operations, data manipulation, cleaning, and analysis techniques for efficient data handling and processing.

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

Storing, Indexing, and Managing Vector Data with ChromaDB

Master ChromaDB fundamentals: setup, embedding storage, efficient querying, indexing optimization, and large-scale vector data management in this hands-on tutorial.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate