Future Minds Bootcamp
Accurate Data = Best AI Models | Importance of Data Accuracy
Future Minds Bootcamp
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Resources
Learning Management System LMS for the course
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Discord ID is important for this course
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Why should You Enrol?
Enroll in Future Minds Bootcamp 2026 | Learn AI, Data Science & Python (Urdu)
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Why You MUST Enroll in Future Minds Bootcamp 2026? | Complete Details (Urdu/Hindi) 🚀💻
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LLMs (Large Language Models)
What are LLMs? ChatGPT vs Gemini vs Claude | Which is Best? (Urdu/Hindi) 🤖🗣️
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Introduction and Importance of Data
What is data and how we can collect it?
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Task for Students
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Data Collection is important to learn
Importance of Data Collection in real life examples
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Scales or Levels of Measurement for data analytics
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History of Data Collection for Data Analytics
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AI and Data is everywhere
AI is Mathematics & Mathematics is everywhere
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Math in Real Life for Kids | Urdu Examples | AI & Coding Basics
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Learning Coding = Communicating with Computers
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Data and Types of Data
Learning Management System LMS for the course
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Primary Data vs. secondary data
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Quiz about data types
Reading
Types of Data and book about statistics
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Components, Dimensions and Elements of Data
Everything is on LMS please always double check
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Dimensions and Understanding of Data Composition
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Data Understanding
Components of Data Explained
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Accurate Data = Best AI Models | Importance of Data Accuracy
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How to Become Data Detective? ڈیٹا ڈیٹیکٹیو کیسے بنتے ہیں؟
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Plans and Data Composition
Understanding Data Composition with real life data and currency million billion trillion
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Assignment task for students
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How to submit an assignment in any course on Codanics.com
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Complete LMS before next lecture
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Submitting an Assignment and Data Composition with Examples
Submit your assignments like this
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Data Composition with real life examples
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Assignment Alert
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Data Distribution
Data Distribution introduction with plotting and axes to understand distribution
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Types of data distribution
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Central Tendency of the data
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Assignment Alerts
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Center and Spread of the data
6 pillars to describe and Summarize the data in this way
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Task for Students
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Center and Spread of the data is important
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Statistics and Branches of Statistics
Introduction to Statistics for Data Analytics
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Two Major Branches of Statistics Descriptive and Inferential statistics
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Inferential Statistics
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How to use both Branches for Data Analytics?
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Assignment alert for Students
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Data Comparison and Data Relationship
Task about Learning Descriptive statistics
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Data Comparison and Uni bi and multivariate analysis
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Data Comparison in Statistics
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Data Comparison and statistics go side by side
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Data Comparison and relationship example in Google sheets
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Assignment Alert for Students
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Google Spread Sheets for Data Analysis
Google SpreadSheets introduction
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Assignment for students
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Google Spreadsheets Complete Course in Urdu / Hindi | Free on Codanics YouTube
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Google Spreadsheets as a Free Alternative to Microsoft Excel for Data Analysis
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Collaborative Work on Google Spreadsheets with Your Colleagues | Real-Time Team Editing Tutorial
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Data Visualization and Chart Types | Understanding Parts and Components of a Chart/plot
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Convert Raw Data into Tables in Google Spreadsheets | Simple Data Formatting Tutorial
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Data Analysis in Google Spreadsheets with Column stats option | Quick Data Analysis
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Python for Data Analytics
Introduction to Python as programming language for Everyone
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Guido von Rossum creator of Python as programming language
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Five software installation for the course
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Create new user account for fresh installations and admin privileges
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Install python with a fresh start from Zero
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Install VScode with fresh start
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VScode options while installations good for future coding
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Install git and gitBash in windows
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Install miniconda for AI and python environments
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gitBash - miniconda - vscode integration | step by step guide
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Tools to plan your tasks for longer run and learning methodology
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Your first line of code | use python with three ways
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Python 101 Crash Course for Beginner Data Scientists | Urdu (12 h) A Truly Complete Course
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Python Tips
How to load and understand data using python with examples
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EDA in pandas python library | A complete case study (Project A-Z)
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Python from Scratch
01-Create new user before using Python and installing softwares
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02-Install Python and VS Code on Windows
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03-Install Git and Miniconda
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04-Remove previous installation accounts
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05-Remove your old user and install a new one
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06-Install Zoom and Discord
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07-Install MS OneNote to write notes
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08-Important signups and login for AI
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09-Resolve errors and bugs using this tool
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10-Sync VS Code with GitHub across devices
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11-Essential VS Code Extensions for Development
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12-GitHub Copilot is free to use like this as a coding agent
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13-GitHub student and teacher developer pack to use copilot pro
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14-VScode extensions are there check the list
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15-Python variables and core data types
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16-Rules for naming python variables
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17-Core data types in Python
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18-Core data types of python in details with better understanding
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19-Python coding to understand core data types
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20-User input function and core data types
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21-Task for students to learn from crash course
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22-Variables & Core Data Types in Python | Live Coding & Examples
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23-Control flow statements in Python if elif and else
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24-Conditional and logical operators in python
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25-Control flow statements if elif and else coding example in python
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26-for loops in Python are important
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27-Example of for loops in python
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28-Students task and assignment
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AI and Types of AI in 2026
01-What is AI? Explained with desi-style examples
Reading
02-Types of AI by capability function and approach
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03-How AI Works? and Benefits of AI
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04-Learn AI like kids
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05-Assignment Task
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06-Important Announcement
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07-GenAI LLMs and Agentic AI
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08-Introduction to Generative AI
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09-Introduction to LLMs
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10-Google AI news are important for all
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11-What is Agentic AI
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12-Differences Between GenAI, LLMs, and Agentic AI
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13-Real World Cases for GenAI LLMs and Agentic AI
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14-Key Take aways for GenAi LLMs and Agentic AI
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15-Uses of AI in Real Life and Unknown Killer Robots: A Netflix Documentary
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16-Gemini is LLM or Multimodel for image generation
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17-n8n vs LangGraph with Graph theory playlist
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18-Question about how to use a separate user for Python coding
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19-Assignment task for students
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20-What are Large Language Models and how do they work?
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21-LLM vs Fine Tuned LLM and RAG based LLM a complete guide
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22-Trending List of LLMs and their use cases
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23-Understanding RAG Retrieval Augmented Generation
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24-Augmented Generation to improve LLM RAG and CAG
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25-How to earn online using RAG and CAG bases applications and tools
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26-What is Generative AI? In depth Understanding
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27-GenAI applications and real use cases
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28-GenAI for online earning | Earn using AI projects
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29-GenAI APIs to make tools and applications for earning
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30-GenAI vs AgenticAI what is the difference
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31-Hundred Plus GenAI projects to earn online
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AI news of this week 5th July 2026
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Prompt Engineering
01-LLMs are important to learn Prompt Engineering theory behind LLMs and prompt engineering
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02-Prompt engineering and its importance in this era
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03-Key elements of prompt engineering
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04-Weak vs. strong prompts examples
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05-The parts of developing a great prompt
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06-Context and Tools for LLMs
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07-RAG vs. Skills vs. MCP for LLMs
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08-PDF vs. Docs Files and LLMs: Best Use Cases for RAG-Based Apps
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09-Loop Engineering introduction with in depth analysis
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10-Prompt Engineer to Loop Engineer
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From Data Scientist to AI Engineer | The Shifting Tech Job Landscape (2026) 🚀🤖
Reading
AI News
Weekly AI News: Latest LLM Models & New Scientific Research Tools (17 July 2026)
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Local and Online LLMs for coding
01-Using online LLMs for coding in Python to develop anything
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02-Local LLMs in your pc using Ollama
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03-Benefits of Using Local Models
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04-LLMs in the market which are open source and proprietary models
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05-Which LLM is the best one and why should we buy the subscription
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06-Claude Code vs. ChatGPT Which one should you buy
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07-Open-source models to be used in your local machines
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08-Which IDE is best to use for developers of python
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09-Claude subscription is good for startups
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10-Task for students
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Data Gathering, pre-processing and Data Visualization in Python
Data Gathering Using Python APIs | wbdata, FAOSTAT, Eurostat, yfinance for Analysts & Scientists
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Master Data Preprocessing, Wrangling, and Cleaning for Machine Learning Projects!
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Data Visualization Masterclass in Python | Matplotlib, Seaborn & Plotly for Beginners to Advanced
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Claude Code
01-What Are Large Language Models (LLMs) & How They Work
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02-What are LLMs? ChatGPT vs Gemini vs Claude | Which is Best?
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03-Latest LLMs in 2026 & Future of Data Analytics | History & Evolution (Urdu)
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04-Claude Opus 5 Released: The Ultimate AI Game Changer!
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05-Claude AI Models & Subscription for Agentic Coding Explained!
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06-Claude Code to Build a Tic-Tac-Toe Game in Python using VS Code!
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07-Build a Complete Data Analytics App in Python with Claude Code & VS Code
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What should we build using AI? Business understanding before developing a tool
01-Know what to build using Business model canvas before building AI Apps
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02-Sequence of filling business model canvas
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03-Business models of Facebook and Airbnb
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04-Earning streams using AI apps and tools development using Google AdSense
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05-Market research is important before building an application based on AI
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06-Business Model Canvas for AI tools development before making it
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07-Value Proposition CANVAS customers are important
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08-Task for students
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A-Z Product Development Journal using AI tools
01-AI product development and Business models to earn money
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02-Step by step guide to build a system
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03-Business Model Real Idea to build using AI tools for students in Pakistan A data analysis softwar
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04-Questions about my business model and idea
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05-Filling other parts of Business model from value proposition model
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06-Assignment Task for Students
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07-step by Step guide for upcoming lectures
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