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143 видео
Execute Python code in Interactive/Shell and Script modes
Positional and Default Arguments in Python
Indentation and code blocks in Python
Python File Operations: Seek and Tell
Python Membership operator
Reloading Python Modules
Python Sequence types: Lists, Strings and Tuples
Python Indentation
Python Logical Operators
MLCV ATAL workshop (Machine Learning: A Journey to Deep Neural Networks)
Defining and calling Functions in python
Python built-in Function map()
Mutable vs Immutable Data Types in Python
Built-in Modules (math, random, satistics, os, datetime)
Numpy: Array Indexing
Numpy: Basic Operations on Arrays
Pandas Series Data structure: Creation and accessing
Linear Support Vector Machines (LSVMs)
Operations on Files and Folders using Python ( rename, remove, create etc;)
Python Constants
Python Statements: Single-line and Multi-line
Python: Opening Files using "with: keyword
Pandas Series Data Structure: Operations
Python Keyword Arguments
Python built-in Function filter()
Introduction to Numpy
Data Types and Language Semantics- Part1: Python Data Types, Variables, Tokens, Language Keywords
DAta Science: An application Perspective
Python Conditional controls ( If...else...elif)
Recursive Functions in Python
Pandas Data Frame Creation: From Lists, Numpy Arrays, Dictionary and excel files
Use of pass keyword in Python
Adding Module PAths to syspath
Mapping (Dictionary) Data Type in Python
Python: break and continue with Loops, while...else and for...else
Implicit Type conversions in Python
A short video on Python dict and set Data Types
Python file/Module with __name__ == "__main__"
ML for NLP
Defining and calling Functions in Python
Identifiers in Python
Python: Expression Evaluation and Operator Precedence
Python Variable length Arguments
variable length Arguments in Python
Function Arguments: Keyword Arguments with Positional Arguments
Need of Functions in Python Programming
Clustering: Limitations of K-means, K-Medoids, DBSCAN
Explicit Type conversion in Python
Python interactive IO
