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Showing: 17 courses
DigitalSreeni

Image Processing Using Scipy in Python

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Learn essential image processing techniques using SciPy in Python, including importing, pixel manipulation, filtering, and edge detection with Sobel filters.
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7 Lesons
27 minutes
On-Demand
Free-Video
Hackaday

Live Breaking into Encrypted 3D Printer Firmware

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Hands-on workshop on breaking encrypted 3D printer firmware, covering techniques like frequency analysis, known-plaintext attacks, and ARM architecture exploitation using tools such as Matplotlib and SciPy.
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18 Lesons
52 minutes
On-Demand
Free-Video
Prof. Ryan C. Cooper

Linear Algebra in NumPy and SciPy - ME3255

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Learn essential linear algebra operations using NumPy and SciPy libraries in Python for efficient numerical computations and data analysis.
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1 Lesons
32 minutes
On-Demand
Free-Video

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

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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.
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12 Lesons
2 hours 29 minutes
On-Demand
Free-Video
PyCon US

Pyodide - A Python Distribution for the Browser

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Explore Pyodide: Run Python in browsers and Node.js using WebAssembly. Learn about porting packages, JavaScript-Python integration, and building serverless web apps with Python.
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32 Lesons
41 minutes
On-Demand
Free-Video
PyCon US

Three Musketeers - Sherlock Holmes, Mathematics and Python

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Explore how mathematics and Python can be used to solve crime mysteries, inspired by Sherlock Holmes. Learn to apply statistical concepts and Python libraries to tackle forensic puzzles and hypothetical cases.
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1 Lesons
35 minutes
On-Demand
Free-Video
EuroPython Conference

Brain Waves for Hackers

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Explore brain wave analysis using Python and the Neurosky Mindwave headset. Learn EEG basics, neurofeedback applications, and how to start experimenting with consumer-grade EEG devices for mental training and potential therapeutic uses.
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1 Lesons
34 minutes
On-Demand
Free-Video
EuroPython Conference

Statistics 101 for System Administrators

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Python for sysadmins: Analyze system data using statistics, scipy, and matplotlib. Learn to parse logs, calculate distributions, find correlations, and create informative plots to quickly identify performance issues.
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13 Lesons
30 minutes
On-Demand
Free-Video
EuroPython Conference

Scikit-learn to "Learn Them All"

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Overview of Scikit-learn for machine learning in Python, covering supervised and unsupervised techniques, with code examples and insights on implementation. Includes comparison to other ML libraries and scaling to big data.
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14 Lesons
40 minutes
On-Demand
Free-Video
EuroPython Conference

Activity Map from Space - Supporting Mine Clearance with Python

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Satellite image processing with Python to detect ground activities and create maps for efficient UXO removal in minefields, using numpy, scipy, gdal, and IPython Notebook.
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1 Lesons
21 minutes
On-Demand
Free-Video
EuroPython Conference

Multibody Simulation Using Sympy, Scipy and Vpython

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Explore multibody simulation using Python packages sympy, scipy, and vpython for engineering and educational purposes. Learn to formulate mechanical problems and integrate equations.
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1 Lesons
30 minutes
On-Demand
Free-Video
EuroPython Conference

From Linear Algebra to Machine Learning

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Explore the mathematical foundations of machine learning, from linear algebra to optimization, with practical Python implementations using NumPy, SciPy, and TensorFlow.
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14 Lesons
33 minutes
On-Demand
Free-Video
EuroPython Conference

The Painless Route in Python to Fast and Scalable Machine Learning

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Learn to optimize Python for high-performance machine learning, from Intel-enhanced packages to scalable data processing and analytics pipelines that rival C++/MPI performance on large datasets and clusters.
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1 Lesons
43 minutes
On-Demand
Free-Video
EuroPython Conference

Solving Data Problems in Management Accounting

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Streamline management accounting with Python: automate data screening, identify outliers, and improve report accuracy using statistical tools and machine learning for enhanced productivity.
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1 Lesons
29 minutes
On-Demand
Free-Video
Data Council

Give Rust a Chance for High-Performance Data Processing in Python

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Explore high-performance data processing in Python using Rust modules. Create Rust modules with Python bindings and discover why Rust is replacing C in data libraries.
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8 Lesons
13 minutes
On-Demand
Free-Video
Prof. Ryan C. Cooper

ME3255 - Python Code Examples from Discussion

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Learn Python coding techniques for mechanical engineering applications through practical examples and discussions.
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1 Lesons
16 minutes
On-Demand
Free-Video
Great Learning

Essential Python Libraries for Data Science and Development - 2024

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Master essential Python data science libraries including NumPy, Pandas, Matplotlib, Scikit-learn, and more through hands-on examples and practical demonstrations, culminating in building a Tic Tac Toe game.
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11 Lesons
7 hours 46 minutes
On-Demand
Free-Video