How Python Used in AI and ML | Python Tutorial for Beginners смотреть онлайн

How Python Used in AI and ML | Python Tutorial for Beginners
#pythontutorial #PythonTraining #learnpython #WhatIsPython #Pythonforbeginners
Topics Cover in This Video is:
What is Python?
Why choose Python?
Features of Python
Applications of Python
Installing Python
Python Variable
Python Tokens
Literals in Python
Operators in Python
Python Datatype
Python Flow Control
Python Function
Python Function Call
Python Lambda
Python Classes/Object
Python File Handling
What is Numpy?
How to Create Numpy Array?
What is Numpy Array?
Numpy Array Initialization
Numpy Array Inspection
Numpy Array Mathematics
Numpy Array Broadcasting
Indexing and Slicing in Python
Array Manipulation in Python
Advantages of Numpy over List
Python Pandas
Features of Pandas
Pandas vs Numpy
How to import Pandas in Python?
What kind of data does suit Pandas the most?
Data Structures in Pandas
Data-set in Pandas
What is a series object?
How to change the index name?
Create different Series Object datatypes
What is DataFrame?
Features of DataFrame
How to create a DataFrame?
Create a DataFrame from a Dictionary
Create a DataFrame from a Series
Create a DataFrame from a numpy ND array
Merge, Join and Concatenate
DataFrame for Pandas Merge
Basics of Data Visualization
Data Visualization Example
Why do we need Data Visualization?
Data Visualization Libraries
What is Matplotlib?
Why choose Matplotlib?
Types of Plots
Demonstration: Bar Plot
Demonstration: Scatter Plot
Demonstration: Histogram
Demonstration: Box Plot
Demonstration: Violin Plot
Demonstration: Image Plot
Demonstration: Image to Histogram
Demonstration: Quiver Plot
Demonstration: Stream Plot
Demonstration: Pie Chart
Introduction to PySpark
What is PySpark?
Advantages of PySpark
When to use Python or Scala with Spark?
Python vs Scala
PySpark in Industry
PySpark Installation
PySpark Fundamentals
Spark Context
Spark Context: Parameters
What is SparkConf?
SparkConf: Attributes
SparkConf: Example
SparkFile
Resilient Distributed Dataset
Operations in RDD
Transformation in RDD
Action in RDD
Action & Transformation
When to use RDD
What is DataFrame?
What is MLlib?
Capstone Project
Problem Statement
Data Manipulation
Data Visualization
Linear Regression
Logistic Regression
Decision Tree & Random Forest
Python Interview Questions
Python Job Trend
Basic Questions
Questions on OOPS
Questions on NumPy
Questions on Pandas
File Handling in Python
Lambda Function in Python
Questions on Matplotlib
Module in Python
Random Questions
Machine Learning with Python

My Website
https://www.logintocourses.com/
DailyMotion
https://www.dailymotion.com/LogintoCourses
My Youtube Channel
https://www.youtube.com/channel/UCMFPxg-1jwX2TGzspFztiKA/
Tumblr
https://logintocourses.tumblr.com/
Twitter
https://twitter.com/LogintoCourses
Pinterest
https://www.pinterest.com/LogintoCourses/
Linkedin
www.linkedin.com/in/LogintoCourses
Instagram
https://www.instagram.com/logintocourses/
FeedBurner
http://feeds.feedburner.com/LogintoCourses