Python Numpy For Beginners - Udemy

[LeeAndro]

Last updated 4/2021MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHzLanguage: English | Size: 510.10 MB | Duration: 1h 3m

Introduction to NumPy

What you'll learn
How to install Python
Create Python files
Run Python files
How to use NumPy
How to create arrays in NumPy
How to apply mathematical functions to arrays and matrices
How to apply statistical functions to arrays and matrices
And more.​

..
Requirements
PC with Windows or Mac
Internet connection
Basic knowledge in Python (How to create simple python scripts)
Description
This courses will teach you how to get started with Numpy. Python was described as the language that is capable of doing anything and everything. The good news about this course is that you don't need advanced knowledge in Python nor in any programming language. All you need is just simple knowledge of how to create simple Python functions/scripts.Learning NumPy is very important if you want to either use it in machine learning and data science or on its own for mathematical purposes. And this course gives you the opportunity to learn that in a simple step-by-step approach. By the end of this course you will have learned how to use NumPy, how to create array, matrices call mathematical and statistical functions of NumPy.Why should you take this courseThere are many reasons why this course is extremely important. You will learn one of the most important libraries that is used extensively in data science and machine learning.Secondly you will improve your python skills by learning a new skill.You will be able to use NumPy for mathematical purposes.What you will learn in this course1. How to install Python.2. Create Python files.3. Run Python files.4. How to create arrays in NumPy.5. How create matrices in NumPy.6. How to apply NumPy's mathematical functions.7. How to apply statistical functions of NumPy.8. Tips & techniques.9. Much much more...Note: The project that will be created throughout this course will be provided so that you can it and use it for commercial and non-commercial purposes.

Overview

Section 1: Introduction

Lecture 1 Introduction

Lecture 2 Which IDE should be used

Lecture 3 Installing Python - MAC Users

Lecture 4 Installing Python - Windows Users

Lecture 5 Installing NumPy

Section 2: NumPy

Lecture 6 Project folder

Lecture 7 Run file

Lecture 8 Import NumPy

Lecture 9 Array info

Lecture 10 Arrange

Lecture 11 Reshape

Lecture 12 Array of zeros

Lecture 13 Array of ones

Lecture 14 Steps

Lecture 15 Big arrays

Lecture 16 Math operations

Lecture 17 2-dim math

Lecture 18 More on math

Lecture 19 Math functions 1

Lecture 20 Math functions 2

Lecture 21 Compression

Lecture 22 Exponential

Lecture 23 Sum

Lecture 24 Root

Lecture 25 Sub array

Lecture 26 Statistical functions

Lecture 27 For

Lecture 28 NumPy doc

Python developers (All levels),Programmers who want to learn Numpy

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