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Python NumPy Tutorial  NumPy Array  Python Tutorial For Beginners  Python Training  Edureka
Python Training : https://www.edureka.co/python ) This Edureka Python Numpy tutorial (Python Tutorial Blog: https://goo.gl/wd28Zr) explains what exactly is Numpy and how it is better than...
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Arrays in Python / Numpy
Arrays are collections of strings, numbers, or other objects. This tutorial demonstrates how to create and manipulate arrays in Python with Numpy.
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NumPy introduction and basic examples in python
Thank you for watching this video, if you like it please don't forget to like it, or subscribe to my channel for more programming tutorials  also visit my website for...
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Learn Python for Science  NumPy, SciPy and Matplotlib
This workshop was given as an introduction to using python for scientific and other data intensive purposes. The examples are related to bench top laboratory data analysis. The speaker is Shane...
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Linear and Polynomial Regression in Python
This brief tutorial demonstrates how to use Numpy and SciPy functions in Python to regress linear or polynomial functions that minimize the least squares difference between measured and predicted...
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numpy tutorial  basic array operations
This tutorial covers various operations around array object in numpy such as array properties (ndim,shape,itemsize,size etc.), math operations (min,max,sqrt,std etc.), arange, reshape etc....
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Diving into NumPy Code, SciPy2013 Tutorial, Part 1 of 4
Presenters: David Cournapeau, Stefan Van der Walt Description Do you want to contribute to NumPy but find the codebase daunting ? Do you want to extend NumPy (e.g. adding support for decimal,...
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Python Tutorial: Generate Random Numbers and Data Using the random Module
In this Python Programming Tutorial, we will be learning how to generate random numbers and choose random data from lists using the random module. I personally use the random module pretty...
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Diving into NumPy Code, SciPy2013 Tutorial, Part 4 of 4
Presenters: David Cournapeau, Stefan Van der Walt Description Do you want to contribute to NumPy but find the codebase daunting ? Do you want to extend NumPy (e.g. adding support for decimal,...
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10: NumPy Arrays: Simple Statistics
Visit my personal webpage for the Python code: www.imperial.ac.uk/people/n.sadawi.
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Build a Neural Net in 4 Minutes
How does a Neural network work? Its the basis of deep learning and the reason why image recognition, chatbots, self driving cars, and language translation work! In this video, i'll use python...
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Diving into NumPy Code, SciPy2013 Tutorial, Part 2 of 4
Presenters: David Cournapeau, Stefan Van der Walt Description Do you want to contribute to NumPy but find the codebase daunting ? Do you want to extend NumPy (e.g. adding support for decimal,...
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Diving into NumPy Code, SciPy2013 Tutorial, Part 3 of 4
Presenters: David Cournapeau, Stefan Van der Walt Description Do you want to contribute to NumPy but find the codebase daunting ? Do you want to extend NumPy (e.g. adding support for decimal,...
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Building a Neural Network from Scratch in Python
We're gonna use python to build a simple 3layer feedforward neural network to predict the next number in a sequence. We'll go over the concepts involved, the theory, and the applications....
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Cython: Speed up Python and NumPy, Pythonize C, C++, and Fortran, SciPy2013 Tutorial, Part 1 of 4
Presenter: Kurt Smith Description Cython is a flexible and multifaceted tool that brings down the barrier between Python and other languages. With cython, you can add type information to...
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Using NumPy Arrays to Perform Mathematical Operations in Python
Eric Jones, coauthor of SciPy and CEO of Enthought, Inc. demonstrates basic math with 1D NumPy arrays along with array creation with arange and linspace. A speed comparison between operations...
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Solving System of Linear Equations using Python (linear algebra, numpy)
Solving System of Linear Equations using Python (linear algebra, numpy) Defining matrices, multiplying matrices, finding the inverse etc Step by Guide + Alternative Method: https://medium.com/@Ga...
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Python Random Number Generator: the Random Module  Python Tutorial  Learn Python Programming
To generate random numbers in Python, you use the Random Module. This contains functions for generating random numbers from both continuous and discrete distributions. In this video, we will...
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Simple Linear Regression with (Python, NumPy, Matplotlib)
Link to Simple Linear Regression Mathematical Explanation: https://www.youtube.com/watch?v=v65kV4oaZgc&index=23&list=PLh6SAYydrIpc6eezCoBpPjBv0jtXbG4rJ.
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7 Numpy: Indexing Multi Dimensional Arrays
Visit my personal webpage for the Python code: www.imperial.ac.uk/people/n.sadawi.
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Python: Conduct a Monte Carlo Simulation with numpy and matplotlib
This tutorial demonstrates how to generate a histogram plot of daily stock returns using a Monte Carlo simulation. Specifically, this tutorial explains how to:  Import data from a csv file...
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Scikit Learn Machine Learning SVM Tutorial with Python p. 2  Example
In this machine learning tutorial, we cover a very basic, yet powerful example of machine learning for image recognition. The point of this video is to get you familiar with machine learning...
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crucial python 04  Numpy Broadcasting
"Broadcasting" is a technique by which numpy can repeat a smaller array to match the size of a larger array, saving space and time, and leading to cleaner code. Dan Ellis explains, using the...
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SingleLayer Perceptron: Background & Python Code
In this video we'll introduce the SingleLayer Perceptron (aka "Neuron" or simply "Perceptron"), the most fundamental element of nearly all modern neural network and machine learning models....
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Numpy Tutorials : 005 : Meshgrid in detail for gridded data
Do fill this form for feedback: Forum open till 23rd November 2017 https://docs.google.com/forms/d/1qiQcavTRGvz1i8kvTie81dPXhvSlgMND16gKOwhOM4/ All the programs and examples will be available...
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Install Python, Numpy, Matplotlib, Scipy on Windows
See https://youtu.be/Ju6zw83PoKo for a more recent video on Python 3.6 with NumPy, SciPy, and Matplotlib. This tutorial covers how to download and install Python 3.4 on a Windows computer....
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#3 Simplest Reinforcement Learning example (Eng python tutorial)
Demostrating the simplest reinforcement learning example. Let you quickly understand what is RL and how RL doing their job. If you like this, please like my code on Github as well. Code: https://g...
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Cython Tutorial  Bridging between Python and C/C++ for performance gains
Welcome to a Cython tutorial. The purpose of Cython is to act as an intermediary between Python and C/C++. At its heart, Cython is a superset of the Python language, which allows you to add...
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Become a Python Data Analyst : NumPy: Python’s Vectorization Solution  packtpub.com
This playlist/video has been uploaded for Marketing purposes and contains only selective videos. For the entire video course and code, visit [http://bit.ly/2r9VUrw]. Explain what Numpy...
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Linear Regression Python (sklearn, numpy, pandas)
Step by Step Guide: https://medium.com/@GalarnykMichael/linearregressionusingpythonb29174c3797a#.mxd9tjl4z Github: https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Basics/Linea...
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9 NumPy: Array Transpose
Visit my personal webpage for the Python code: www.imperial.ac.uk/people/n.sadawi.
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MATLAB to Python tutorial  Part 1  arrays and plotting
A quick tutorial for those who are transitioning from MATLAB to Python using NumPy for arrays and matplotlib for plotting.
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My Complete VS Code For Python Tutorial!
In this video, we'll go step by step and setup VS code to run python and customize it to enable Linting, Autocomplete, Autoformatting, even Jupyter notebook capabilities. Download VS code:...
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SciPy Beginner's Guide for Optimization
Scipy.Optimize.Minimize is demonstrated for solving a nonlinear objective function subject to general inequality and equality constraints.
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KMeans Clustering with (Python, NumPy, Matplotlib)
Link to Explanation of KMeans Clustering: https://www.youtube.com/watch?v=g0PFya7cLc4&list=PLh6SAYydrIpc6eezCoBpPjBv0jtXbG4rJ&index=25.
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Python Integration, Interpolation, and Curve Fitting
iPython Notebook, using numpy and scipy interpolation, integration, and curve fitting functions.
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Logistic Regression with (Python, NumPy, Matplotlib)
Link to my video for Logistic Regression: https://www.youtube.com/watch?v=hSU09Pulxbc&list=PLh6SAYydrIpc6eezCoBpPjBv0jtXbG4rJ&index=20.
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Principal Component Analysis and Singular value Decomposition in Python  Tutorial 19 in Jupyter
In this python for data science tutorial, you will learn about how to do principal component analysis (PCA) and Singular value decomposition (SVD) in python using seaborn, pandas, numpy and...
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Logistic Regression using Python (Sklearn, NumPy, MNIST, Handwriting Recognition, Matplotlib)
Logistic Regression using Python (Sklearn, NumPy, MNIST, Handwriting Recognition, Matplotlib). This tutorial goes over logistic regression using sklearn on the digits and MNIST datasets including...
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Beginner Intro to Neural Networks 4: First Neural Network in Python
Welcome to the fourth video in a series introducing neural networks! In this video we write our first neural network as a function. It takes random parameters (w1, w2, b) and measurements (m1,...
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Numpy  Jupyter #4
This is a quick introduction to numpy. http://nbviewer.jupyter.org/github/TwistedHardware/mltutorial/blob/master/notebooks/jupyter/4.%20Numpy.ipynb.
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Fast Fourier Transform with NumPy in Python
We show you how to perform the Fast Fourier Transform using Python and NumPy with somes examples related it. Darkness is Coming Kevin MacLeod (incompetech.com) Licensed under Creative Commons:...
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I.3: Gaussian Distribution  The Nature of Code
The Nature of Code: http://natureofcode.com/ Twitter: https://twitter.com/shiffman Read along: http://natureofcode.com/book/introduction/#intro_section4 Code: https://github.com/shiffman/TheNat...
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Jupyter Notebook Tutorial: Introduction, Setup, and Walkthrough
In this Python Tutorial, we will be learning how to install, setup, and use Jupyter Notebooks. Jupyter Notebooks have become very popular in the last few years, and for good reason. They allow...
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Old Faithful Python/Spyder/Numpy/Matplotlib Tutorial
This is a tutorial for visualizing and analyzing the Old Faithful dataset in Python using the Spyder development environment. You can get the Old Faithful datasets (faithful.csv) here: https://vin...
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Gradient Descent Implemented in Python
I show you how to implement the Gradient Descent machine learning algorithm in Python. You can check out the notebook here: https://anaconda.org/benawad/gradientdescent/notebook.
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Python 3 Programming Tutorial  Multidimensional List
In this Python 3 programming tutorial, we cover the multidimensional list. Up until now, we have focused on single dimensional lists, but this is limiting. In programming, we are able to create...
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CUDACast #10  Accelerate Python code on GPUs
See newer version of video here: https://youtu.be/vMZ7tKRYYc To learn more, visit the blog post at http://bit.ly/cudacast10.
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Intro and loading Images  OpenCV with Python for Image and Video Analysis 1
Welcome to a tutorial series, covering OpenCV, which is an image and video processing library with bindings in C++, C, Python, and Java. OpenCV is used for all sorts of image and video analysis,...
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Convolutional Neural Networks  The Math of Intelligence (Week 4)
Convolutional Networks allow us to classify images, generate them, and can even be applied to other types of data. We're going to build one in numpy that can classify and type of alphanumeric...
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