What you'll learn

Advanced Python programming with NumPy concepts and its application

NumPy Module Projects - 6 full tutorials on project implementation using NumPy

NumPy - Ndarray Object

NumPy - Array Attributes

NumPy - Array Creation Routines

NumPy - Array from Numerical Ranges

NumPy - Advanced Indexing

NumPy - Broadcasting

NumPy - Iterating over Array

NumPy - Array Manipulation

NumPy - Binary Operators

NumPy - String Functions

NumPy - Mathematical Functions

NumPy - Arithmetic Operations

NumPy - Statistical Functions

NumPy - Sort, Search & Counting Functions

NumPy - Copies & Views

NumPy - Matrix Library

NumPy - Linear Algebra

Requirements

Description

Advanced Python with NumPy - Course Syllabus

INTRODUCTION TO NUMPY

NUMPY TUTORIAL BASICS

NUMPY ATTRIBUTES AND FUNCTIONS

CREATING ARRAYS FROM EXISTING DATA

CREATING ARRAYS FROM RANGES

INDEXING AND SLICING IN NUMPY

ADVANCED SLICING IN NUMPY

APPEND AND RESIZE FUNCTIONS

NDITER AND BROADCASTING

NUMPY BROADCASTING

NDITER FUNCTION

ARRAY MANIPULATION FUNCTIONS

NUMPY UNIQUE

NUMPY DELETE

NUMPY INSERT FUNCTION

NUMPY RAVEL AND SWAPAXES

SPLIT FUNCTION

HSPLIT FUNCTION

VSPLIT FUNCTION

LEFTSHIFT AND RIGHTSHIFT FUNCTIONS

NUMPY TRIGONOMETRIC FUNCTIONS

NUMPY ROUND FUNCTIONS

NUMPY ARITHMATIC FUNCTIONS

NUMPY POWER AND RECIPROCAL FUNCTIONS

NUMPY MOD FUNCTION

NUMPY IMAG AND REAL FUNCTIONS

NUMPY CONCATENATE

NUMPY STATISTICAL FUNCTIONS

STATISTICAL FUNCTIONS

NUMPY AVERAGE FUNCTION

NUMPY SEARCH SORT FUNCTIONS

SORT FUNCTION

NUMPY SORT FUNCTION

NUMPY ARGSORT

NONZERO AND WHERE FUNCTIONS

EXTRACT FUNCTION

NUMPY ARGMAX ARGMIN

BYTESWAP COPIES AND VIEWS

NUMPY STRING FUNCTIONS

NUMPY CENTER FUNCTION

CAPITALIZE AND CENTER

NUMPY TITLE FUNCTION

STRING FUNCTIONS

NUMPY MATRIX LIBRARY

NUMPY JOIN ARRAYS

LINEAR ALGEBRA

RANDOM MODULE

SECRETS MODULE

RANDOM MODULE UNIFORM FUNCTION

RANDOM MODULE GENERATE NUMBER EXCEPT K

SECRETSMODULE GENERATE TOKENS

RANDOM MODULE GENERATE BINARY STRING

NUMPY MODULE REVISE

NUMPY INDEXING

NUMPY BASIC OPERATIONS

NUMPY UNARY OPERATORS

BINARY OPERATORS IN NUMPY

NUMPY UNIVERSAL FUNCTIONS

NUMPY FILTER ARRAYS

NUMPY MODULE PROJECTS

Who this course is for:

Python Developers and Python Developers

Software Eeers Python

Data Scientists and Data Eeers

Anyone interested to make a career in programming, analytics, data science, machine learning

Solution Architects

Software Developers and Analysts

Application Developers - web and app

High Performance Application Python Developers

Cloud Computing Eeers

Data Consultants & Analysts

Senior Programmers

Individuals wishing to go beyond the basics of Python to develop sophisticated applications

Data Analytics Professionals

Full Stack Python Developers

Web Developers

Principal Statistical Programmers




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