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#Numba

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The Machine Learning Engineer

Acelere su Código Python con Numba y Cupy

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Acelera tu código Python utilizando Numba y Cupy: compila y mueve a la GPU para optimizar el rendimiento en machine learning y ciencia de datos.
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1 Lesons
20 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Optimiza la Velocidad de tu Código Python con Numba JIT Compiler

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Acelera tu código Python utilizando Numba y los decoradores JIT para optimizar el rendimiento y mejorar la eficiencia computacional.
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1 Lesons
28 minutes
On-Demand
Free-Video
Open Data Science

Tools for High Performance Python - Ian Ozsvald - ODSC Europe 2019

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Discover techniques for optimizing Python performance, including efficient Pandas operations, Numba compilation, and Dask parallelization. Learn to identify bottlenecks and implement solutions for faster data processing and analysis.
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11 Lesons
40 minutes
On-Demand
Free-Video
Open Data Science

RAPIDS - The Platform Inside and Outside - Joshua Patterson - ODSC East 2019

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Accelerating data science with GPUs using RAPIDS: open-source libraries for GPU-powered data manipulation, machine learning, and graph analytics, scaling across multiple GPUs and integrating with existing Python ecosystems.
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38 Lesons
35 minutes
On-Demand
Free-Video
EuroPython Conference

Histogram-based Gradient Boosting in scikit-learn 0.21

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Explore the new Histogram-based Gradient Boosting implementation in scikit-learn 0.21, offering competitive performance with XGBoost and LightGBM for efficient machine learning on tabular data.
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1 Lesons
45 minutes
On-Demand
Free-Video
PyCon US

Power Up Your Work with Compiling and Profiling

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Discover how to optimize Python code performance using Numba, a JIT compiler for numerical calculations. Learn when and how to apply Numba effectively to speed up math-heavy code in data science and development projects.
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1 Lesons
1 hour 33 minutes
On-Demand
Free-Video
EuroPython Conference

Scientific Visualization with GR

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Explore scientific visualization with GR framework, covering 2D graphs to 3D scenes. Learn integration techniques, performance optimization, and real-world applications in this comprehensive overview.
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29 Lesons
23 minutes
On-Demand
Free-Video
EuroPython Conference

Numba - A JIT Compiler for Fast Numerical Code

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Explore Numba, a JIT compiler for Python that accelerates numerical algorithms beyond Numpy capabilities, with CPU and GPU support. Learn its use cases, performance expectations, and inner workings.
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18 Lesons
30 minutes
On-Demand
Free-Video
EuroPython Conference

Developing a Real-Time Automated Trading Platform with Python

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Aprenda a desarrollar una plataforma de trading automatizado en tiempo real utilizando Python, explorando sistemas multiagente, procesamiento de datos y visualización con herramientas como ZeroMQ, NumPy y PyQtGraph.
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1 Lesons
41 minutes
On-Demand
Free-Video
EuroPython Conference

Understanding Numba - The Python and Numpy Compiler

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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.
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14 Lesons
30 minutes
On-Demand
Free-Video
EuroPython Conference

Making Pandas Fly

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Optimize Pandas for larger datasets: compression techniques, faster operations, and alternatives like Dask and Vaex. Learn to process more data efficiently and boost your data analysis capabilities.
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1 Lesons
30 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Accelerating Python Code with Numba and CuPy for Machine Learning

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Boost Python code execution with GPU acceleration and compilation using Numba and Cupy for machine learning tasks.
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1 Lesons
21 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Optimizing Python Code Speed with Numba JIT Compiler

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Accelerate Python code execution using Numba's JIT compiler, leveraging jit and njit decorators for enhanced performance.
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1 Lesons
24 minutes
On-Demand
Free-Video
EuroPython Conference

Profile, Optimize, Repeat: One Core Is All You Need - Boosting Data Analysis Pipeline Performance

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Boost data analysis pipeline performance on a single core. Learn profiling tools, optimization strategies, and techniques using numpy, numba jit-ing, and pybind11 extensions.
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1 Lesons
42 minutes
On-Demand
Free-Video
NHR@FAU

The Missing Python Introduction for Scientists - Performance and Efficiency

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Explore Python's internals, performance optimization, and essential scientific libraries. Learn to write efficient code and choose the right tools for scientific computing tasks.
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28 Lesons
43 minutes
On-Demand
Free-Video
DevConf

How to Make Python Faster: AOT, JIT and NoGIL Technologies

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Explore AOT, JIT, and noGIL technologies to boost Python performance. Learn about Numba, mypyc, and GIL-free Python variants for faster application execution.
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1 Lesons
36 minutes
On-Demand
Free-Video