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Advanced Python Programming with NumPy


Advanced Python Programming with NumPy

Advanced Python Programming with NumPy | Size: 8.23 GB

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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