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Python Numpy: Machine Learning & Data Science Course
Python Numpy: Machine Learning & Data Science Course Overview
Python Numpy Course with Machine Learning (5:23)
FAQ regarding Data Science and Machine Learning
FAQ regarding Python and Numpy Python
Python Setup
Installing Anaconda for Windows for Python Machine Learning (6:16)
Installing Anaconda for Mac (Python numpy, machine learning, data science)) (6:42)
Python: Let's Meet Jupyter Notebook for Windows (2:21)
Basics of Jupyter Notebook for Mac (Python Machine Learning) (2:28)
Fundamentals of Python: Machine Learning A-Z
Data Types in Python (12:42)
Operators in Python (10:31)
Conditionals in Numpy Python (9:49)
Loops in Numpy Python (13:07)
Lists, Tuples, Dictionaries and Sets in Python (17:54)
Data Type Operators and Methods (11:21)
Modules in Python (5:15)
Functions in Python (8:05)
Exercise Analyse in Python (1:46)
Exercise Solution in Python (10:46)
quiz
Object Oriented Programming (OOP)
Logic of OOP (4:58)
Constructor in Object Oriented Programming (OOP) (6:52)
Methods in Object Oriented Programming (OOP) (4:41)
Inheritance in Object Oriented Programming (OOP) (6:42)
Overriding and Overloading in Object Oriented Programming (OOP) (10:33)
Python: Object Oriented Programming (OOP) 1
quiz
Numpy Library
What is Numpy? (6:49)
Why Numpy? (4:23)
Array and Features in Numpy Python (12:08)
Array’s Operators in Numpy Python (4:53)
Numpy Functions in Numpy Python (18:25)
Indexing and Slicing in Numpy Python (10:15)
Numpy Exercises in Numpy Python (16:03)
Using Numpy in Linear Algebra (30:14)
NumExpr Guide in Numpy Python (9:15)
Using Numpy with Creating Neural Network in Numpy Python (63:02)
Numpy: 3
Python: Object Oriented Programming (OOP) 1
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