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Udemy - Scientific Python A-Z Data Science & Visualization 18 Hours



Udemy - Scientific Python A-Z Data Science & Visualization 18 Hours
Created by Scientific Programming School | 30,000+ Students | Published 3/2021
Duration: 17h47m | 10 sections | 82 lectures | Video: 1280x720, 44 KHz | 5.9 GB
Genre: eLearning | Language: English + Sub


Scientific Python Masterclass Complete with REGEX, NumPy, Scipy, MatDescriptionlib, Scikit-learn, Seaborn and Pandas + Notebook
What you'll learn
Python - Bootcamp
SciPy - Scientific Python Software Stack
NumPy - Numerical Array Processing
MatDescriptionlib - 2D Descriptionting and Visualization
Pandas - Data Frames & CSV Files
Scikit Learn - Python Machine Learning
Seaborn - Statistical Descriptionting
REGEX - Python RE (Regula Expressions)
PyTorch - Python Tensor Flow
Python - Data Mining Pipeline
Requirements
Experience using Python is not necessary, because an easy to understand "Python Bootcamp Tutorial" is included!
Description
This is the Best and Most Complete Scientific Python Course on the Udemy platform that will walk you through the required skills for Data Sciences and useful Machine Learning (ML) libraries such as NumPy, Pandas, Scikit-Learn, Seaborn, Python RE (REGEX), PyTorch and MatDescriptionlib. Furthermore, you learn how to work with different real datasets and use them for developing your models. All the Python code templates that we write during the course together are available, and you can download them with the resource button of each section.
WHAT YOU WILL GET & LEARN?
In this awesome 18 hours long course we will cover:
SciPy is a free and open-source Python library used for scientific computing and technical computing. It contains modules for optimization, linear algebra, integration, interpolation, special functions, FFT, signal and image processing, ODE solvers and other tasks common in science and engineering. The SciPy library is currently distributed under the BSD license, and its development is sponsored and supported by an open community of developers.
NumPy is a library for the Python programming language, adding support for large, multi-dimensional arrays and matrices, along with a large collection of high-level mathematical functions to operate on these arrays.
MatDescriptionlib is a comprehensive library for creating static, animated, and interactive visualizations in Python. Most of the MatDescriptionlib utilities lies under the pyDescription submodule, and are usually imported under the plt alias.
Pandas is a software library written for the Python programming language for data manipulation and analysis. In particular, it offers data structures and operations for manipulating numerical tables and time series. It is free software released under the three-clause BSD license.
Scikit-learn: Simple and efficient tools for predictive data analysis · Accessible to everybody, and reusable in various contexts · Built on NumPy, SciPy, and matDescriptionlib.
Seaborn: Seaborn is a Python data visualization library based on matDescriptionlib. It provides a high-level interface for drawing attractive and informative statistical graphics.
Python REGEX Regular expressions (called REs, or regexes, or regex patterns) are essentially a tiny, highly specialized programming language embedded inside Python and made available through the re module.

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