Advanced Python Programming with NumPy

Genre: eLearning | MP4 | Video: h264, 1280×720 | Audio: aac, 44100 Hz
Language: English | VTT | Size: 8.23 GB | Duration: 23 section | 93 lectures | (23h 56m)

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
Enthusiasm and determination to make your mark on the world!
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 Engineers Python
Data Scientists and Data Engineers
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 Engineers
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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