IntelliNature AI
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Python Live Training Class
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History
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Need for programming with Python
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Overview of Python
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Usage in Organizations
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Python Applications across Industries
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Working with Google Colabs
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Syntax, Comments
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Variables, Data Types
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Casting, Strings, Booleans
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Operands and expressions
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Conditional statements
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Loops
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Arrays
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Lists
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Tuples
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Sets
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Dictionary
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Applications
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Files Handling
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Read File
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Write/Create Files
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Delete Files
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User-defined functions
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Function parameters
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Different types of arguments
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Lambda Function
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Global variables
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Global keyword
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Built-in functions
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Object-oriented concepts
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Class variable and instance variable
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Constructor and destructor
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Inheritance
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Polymorphism
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Overloading and Overriding
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Getter and setter methods
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Public, protected and private attributes
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Standard libraries
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Packages and import statements
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Creating a module
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Important modules in python
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Date-time module
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Math module
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JSON module
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Regular expression
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PIP
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Exception handling
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Introduction to NumPy
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Basics of data analysis
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NumPy - Arrays
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Array operations
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Indexing, Slicing, and Iterating
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Joining
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Random Number
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Random Distribution
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Addition
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Product
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File handling
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Introduction to Pandas
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Data structures in Pandas
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Exploring datasets
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Series
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Data Frames
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Read CSV
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Read JSON
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Analyzing Data
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Data cleaning using Pandas
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Plotting
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Why data visualization?
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Matplotlib library
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Line plots
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Bar plot
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Histogram
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Pie chart
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Scatter plot
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Boxplot
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Saving charts
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Customizing visualizations
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Seaborn
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Basics of database management
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SQL and Relational Databases
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Python MySql
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Create database
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Create a table
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Insert into table
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Select query
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Where clause
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Order By clause
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Delete query
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Drop table
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Update query
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Limit clause
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Join and Self-Join
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NoSQL and JSON
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Python MongoDB
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Create database
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Create a Collection
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Insert into Collection
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Find
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Query
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Limit
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AI Introduction
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Introduction to Data Science
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Machine Learning
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Introduction to ChatGPT
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Computer Vision Technology
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Autonomous Vehicles
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Artificial General Intelligence
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AI in Search Engines like Google
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AI in E-Commerce like Amazon
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Google Vertex AI
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Zomato - Data Analysis
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iPhone - Sales Analysis
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Your Python Trainer
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International Instructor
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Expert-Led Mentoring Sessions
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Instant doubt clearing
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Course Access Never Expires
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Gain Access to our Intranet
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Unlimited Access to Course Content
Live Support
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One-On-One Learning Assistance
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Help Desk Support
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Resolve Doubts in Real-time
Hands-On Project Based Learning
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Industry-Relevant Projects
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Course Demo Dataset & Files
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Quizzes & Assignments
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IntelliNature Training Certificate
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IIT, IIM Alumni Certified
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Certificate of Completion
Cloud Lab
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Preconfigured Lab Environment
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Infrastructure with Tools and Software
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Single Sign-On
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Beginner to Pro
Course Details
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Free AI Bonus Material
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Human Vision System Vs. Computer Vision (CV)
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How Computer Vision Works
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Tasks
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Where is Computer Vision Implemented
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Why is Computer Vision Important
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How does Computer Vision Work
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Applications
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Computer Vision in Social Media
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Computer Vision in Automotive Industry
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Self Driving Cars
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Industrial Robots
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CV in Retail, Manufacturing, Security
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CV in Agriculture, Health Care, Medical Imaging
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CV in Augmented Realty, Facial Recognition
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World wide presence
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AI at Amazon
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Ecommerce Website
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Ecommerce Customer Journey
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Business Models
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Omnichannel Commerce
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Multi Channel Vs. Omnichannel
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AI and E-Commerce
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AI Transforming Shopping Experience
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Chat Bots and Virtual Assistants
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Intelligent Product Recommendation
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AI Personalization
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Heat Maps
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AI Powered Heat Map Tools
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Predictive Analytics for Sales Forecasting
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AI Driven Supply Chain Management
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Warehouse Robots
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Automation Vs. Intelligence
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E-Commerce Fraud
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Open AI
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What is ChatGPT
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What is it used for
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Language Model
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Natural Language Processing (NLP)
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ChatGPT training on NLP
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Conversational AI
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Training Data
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Chat Bots
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Ethical Concerns
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Customization & Flexibility
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Integration & Deployment
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What is Autonomous Vehicle
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Level of Automation
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Detection Algorithms
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Autopilots
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Drawbacks
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AI Enhanced Features
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Google Self Driving Car
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Central Computer
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Lidar
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Radar Sensors
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Ultrasonic Sensors
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Sonar & High Powered Cameras
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Components
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Computer Vision in Autonomous Vehicles
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What is Artificial General Intelligence (AGI)
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What can AGI do
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AGI Vs. AI
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AI Types
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Artificial Nano Intelligence (ANI)
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Examples and Limitations of ANI
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Artificial Super Intelligence (ASI)
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Narrow AI Vs AGI
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Benefits and Risks of AGI
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Deep AI
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World Wide Web volume
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Search Engine
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Web Crawling
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Indexing
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Ranking
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Search Engine Architecture
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Search Engine Query and Keywords
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Paid and Organic
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Why are most of Google Products free
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Search with AI
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Preventing SPAM using AI