Course Content
Introduction of the Course
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4-Months of Data Science to AI Agents Mentorship Program (DSAAMP)
18:52
Teaching Methodology of the course | DSAAMP
04:13
Youtube Audio Dub function | Deactivate before you play any video
02:33
Resources
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GitHub repo for this course
Data Science & Python – Basics
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Mastering MS EXCEL from Beginner to Advanced level
06:43:45
Python 101 Crash Course for Beginner Data Scientists
11:55:10
How to enroll into LMS?
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Enroll in LMS (only for Registered Students)
07:05
Generative AI
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Generative AI and its applications in Urdu/Hindi
30:36
GenAI applications and revision
04:01
Online Earning using GenAI tools and applications
26:20
GenAI and APIs to make tools and Applications
18:13
GenAI to create an ebook for AI for kids | DSAAMP Projects
26:02
Agentic AI
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GenAI vs. Agentic AI in a nutshell | Complete guide
13:58
Project Ideas
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100+ GenAI Application Ideas to Level Up Your Portfolio (Urdu/Hindi Guide)
06:54
Large Language Models (LLMs)
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What Are Large Language Models (LLMs) & How They Work
16:32
LLM vs. Fine-Tuned LLM vs. RAG-based LLM
18:38
RAG (Retrieval-Augmented Generation) Explained for LLMs
12:11
Git, GitHub and MarkDown Language
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MarkDown Language in 72 Minutes
01:11:23
Git and GitHub for Advance Data Science and AI Students
47:17
Git and GitHub crash course
29:51
Git and GitHub from another angle
41:53
Website for your Portfolio as a Data Science and AI Student
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Build & Deploy Your Data Science & AI Portfolio – Complete Crash Course
02:37:53
All about Data and Data Analytics
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Data Gathering and use of APIs
01:15:30
Master Data Preprocessing, Wrangling, and Cleaning for Machine Learning Projects!
04:54:16
Exploratory Data Analysis
03:25:25
Data Visualization Masterclass in Python | Matplotlib, Seaborn & Plotly for Beginners to Advanced
05:27:54
Revision
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What we have learned so far in this course | DSAAMP
02:56
RAG and CAG | Augmented Generation of LLMs
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Augmented Generation to improve LLM | RAG and CAG
25:26
Ideas to earn online using RAG and CAG bases applications and tools
23:36
Ten Lessons for Enterprise level RAG (Retrieval Augmented Generation) based apps
19:14
MCP (Model Context Protocol)
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What’s MCP All About? | MCP server is new buzz word in AI agents
25:02
Next Tasks
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Next Tasks
00:57
Mathematics for Data Science, AI and Computer vision
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Mathematics for Data Science, AI and Computer vision
15:15:51
Statistics for Data Science and AI
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Statistics for Data Science and AI
14:15:36
Youtube Audio dubbing function
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Youtube Audio Dub function | Deactivate before you play any video
02:32
Vscode and GitHub copilot Agentic Mode
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VScode as an IDE | Hand-on functions
43:10
Why VScode is my favorite IDE for Data Science and AI workflow?
36:08
Environments for Data Science and AI
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conda/pip/venv/mamba environments | A complete Guide
57:12
Example of installing in base environments
00:17
How to locate someone picture using Gpt o3-advance reasoning
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GPT-o3 advance reasoning model to locate someone
13:32
Structured Query Language (SQL)
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Structured Query Language (SQL) for Data Analytics and Data Sceince | 2 Hours
02:14:03
Machine Learning – Crash Course
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Machine Learning in Python | Complete Crash Course | Python | Scikit-learn | (Part-1/2)
11:44:19
Machine Learning in Python | Complete Crash Course | Python | Scikit-learn | (Part-2/2)
07:44:14
MLOps
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MLOps A-to-Z for Data-Science & AI Developers
43:17
DevOps
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DevOps Essentials for ML & AI Developers
21:23
Docker and DockerHub
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Docker | Deploy Any Python App with Docker Containers – Step-by-Step Guide (2025)
01:51:19
Best Cloud Platforms for Agentic AI Deployment – AWS • GCP • Azure + Free-Tier Options (2025)
17:56
Web Scraping using Python
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Web scraping and python libraries to scrap data from website
53:29
Web scraping in Python using Pandas library
09:57
Web Scraping using Requests library in Python
12:37
Web scraping using Google Chrome Extensions and develop your own Chrome Extension
12:29
Is it possible to scrap news from BBC?
42:31
Web scraping using APIs wbdata | faostats | eurostats and yfinance
19:06
Data Gathering Using Python APIs | wbdata, FAOSTAT, Eurostat, yfinance for Analysts & Scientists
01:15:30
Web Scraping from News channels using Python
27:55
Web Scraping for news and turning them into blogs for earning online
40:12
Web scraping from CNN news to grab latest information
24:54
eCommerce Web scraping from Amazon
18:27
Web scraping from AI News from Google news
34:16
Multi Million Dollars Ideas using Web scraping from Students
51:15
Web scraping tasks for students
02:40
Prompt Engineering
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A guide to prompt engineering | Complete A-Z
Introduction to prompt engineering
24:35
Types of Prompt engineering or prompts designing
08:05
Deep Learning Crash Course
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Deep Learning Crash Course Part-1 | Master Neural Networks & AI Fundamentals
10:36:36
Deep Learning Crash Course Part-2 | Master Neural Networks & AI Fundamentals
11:33:17
Natural Language Processing (NLP)
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NLP from Zero
01:18:45
HuggingFace and use cases for NLP tasks
20:23
Transformers library to use Hugging Face models locally in PC
51:15
Tasks for next class (NLP related)
01:27
Slides for the Lecture
RAG (Retrieval Augmented Generation) based Apps in Python
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Augmented Generation to improve LLM | RAG and CAG
25:26
Ideas to earn online using RAG and CAG bases applications and tools
223:36
Ten Lessons for Enterprise level RAG (Retrieval Augmented Generation) based apps
19:14
RAG Based LLM app to chat with txt and pdf file with OLLAMA
01:24:14
Questions and Answers about RAG based apps
07:20
Huggingface papers for LLM knowledge updates
01:07
RAG Based application ideas
03:43
NLP Applications
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Multiple – NLP project Apps in python with streamlit
48:27
Software Development for Windows PC
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Convert python apps into windows software exe files using pyinstaller
13:37
Milestone
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DSAAMP Milestone achieved
02:42
Model Context Protocol (MCP) in AI
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What’s MCP All About? | MCP server is new buzz word in AI agents
25:02
Professional marketing tips & Ideas
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How to deal with clients for better AI products?
58:01
Optimize LLMs response in RAG based apps
07:02
Task for students
01:08
AI Agents in Python
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AI Agents in Python — From Reflex Bots to CrewAI Workflows (Urdu Tutorial)
01:34:34
Python AI Research Agent – Build Your Own GPT-4o/Claude Powered CLI Assistant
36:32
Build Your Own Local RAG AI Agent with Python & Ollama – Complete Tutorial
53:48
Create requirements txt file
05:10
Ideas for AI Agents for LLMs using OLLAMA
03:46
Fine Tuning LLMs
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Large Language Models 101: Why Fine-Tune & When to Use RAG – Complete Guide
01:29:32
Fine-Tune a LLM in VS Code & Deploy to Hugging Face – Full Hands-On Python Tutorial
26:33
Time Series Data Analysis
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Time Series Data Analysis & Forecasting using ML/DL
10:44:13
No coding AI Automation using Nodes in Graph Theory
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Graph Theory and AI Automation
59:35
Power of Nodes and Graphs | AI Automation
34:15
AI Agentic Software based on multiple agents
01:06
AI Automation app development and Funding Opportunities in Pakistan
07:45
Install n8n locally free with conda-nodejs and npm
24:57
n8n installation with Docker image | Free to use locally
07:05
Prompt Engineering
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Prompt Engineering for AI Developers and Data Analysts
01:04:32
Prompt engineering as a data analyst
18:13
AI Agents and n8n
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Building AI Agent for Wikipedia search and LLM using n8n
35:22
Docker for n8n and self hosted started kit from github
02:39
Project by Ehtisham on AI agentic workflow for stock market and crypto analysis
10:16
Run n8n in Docker & Launch Agentic AI Automations!
05:28
Local LLMs
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use LLMs inside Docker locally without subscription | Totally free
13:13
OpenWebUI + Ollama: Run ChatGPT‑Style LLMs Locally – Setup & Demo
17:40
Install & Run Ollama Locally via CMD
20:39
Run LLMs Inside Docker: ‘Models‑in‑Docker’ Setup for Local AI
21:23
PC buying Guide for AI
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PC/LAPTOP Buying guide for Data Science Machine and D Learning and AI developers
21:20
KVM or VPS hosting for AI apps and website
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KVM VPS Hostinger for running OLLAMA LLMSs Docker and n8n in one place
57:12
Tasks before next lecture
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Next Tasks before upcoming class
02:07
Django | Website and Web Application development
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DJANGO introduction | A framework for website development in AI
24:18
VScode is important for django
02:05
conda/pip/venv/mamba environments | A complete Guide
57:12
DJANGO installation | conda and python environment methods
21:59
Python 101 Crash Course for Beginner Data Scientists | Learn Python in Urdu/Hindi (12 Hours)
11:55:10
Tasks before next class of DSAAMP
01:16
Django Building Blocks in Python
20:36
Why Learn Django Framework with Python? | Benefits & Industry Use Cases
09:16
Major Concepts and Pre-Requisites for Learning Django
43:16
Django Tips to Start a Project | Hands-on Coding in Python & VSCode
15:00
django-admin commands important to understand | django course
07:38
django important folders to create for a project | django course
04:49
Important parts of django to master before starting a project
20:49
django mastery roadmap | django professional course | django course
23:57
gitbash and django setup easy for django developers
06:12
Django Project Files Explained | manage.py, settings.py, urls.py & More
13:43
MVT Pattern in Django Explained with Examples in python
08:47
Adding Homepage & Blog Page with URL Routing in Django
11:07
Adding Templates & Connecting Them with Views and URLs in Django
12:52
HTML, CSS & Bootstrap Pathways for Django Developers
02:26
Using Bootstrap for Responsive Websites in Django
07:56
Using Static Files in Django Projects | Complete Guide
14:45
Create and Connect an App for LMS Courses in Django Project
06:04
Migrate Commands in Django Explained | Functions & Examples
03:01
Admin Panel & Superuser in Django
11:51
Django Models with ORM & CRUD Operations | Hands-On Python Django
15:21
Using Images & Media with URL Routing in Django
08:54
Data Flow in Django | From Models to Views to Frontend (MVT Explained)
16:17
Using Models Data & Templates Together in Django Frontend
10:14
Fetch Data from Database to Frontend in Django | Display Courses with Models, Views & Templates
13:11
Using Bootstrap Cards & URL Routing for Django Frontend
14:15
Adding URL Routing for Each Course in Django App
04:14
DSAAMP Last Meeting and Feedback from students
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DSAAMP last lecture
14:16
Students feedback about DSAAMP
16:24
django: complete projects
0/1
Machine Learning Model-Based AI Website in Django | Tips Dataset + XGBoost
01:09:50
Django Deployment on Hostinger KVM VPS Linux server
0/16
Create requirements txt file before deployment
06:55
Making GitHub repo and purchase | Django deployment in Hostinger VPS Linux
07:39
Hostinger kvm vps server understanding for deployment
14:05
Hostinger_django_creatiung a new system as ubuntu | Django deployment in Hostinger VPS Linux
03:09
Hostinger Linux server VScode integration and terminal for better visibility of files (1/2)
07:34
Hostinger Linux server VScode integration and terminal for better visibility of files (2/2)
11:05
Update and install packages | create another sudo user | Django deployment in Hostinger VPS Linux
03:54
Permissions and database creation using postgresql | Django deployment in Hostinger VPS Linux
04:38
postgres installation and database | Django deployment in Hostinger VPS Linux
00:31
Virtual environment creation and installations | Django deployment in Hostinger VPS Linux
06:04
Auto-activate virtual environment | Django deployment in Hostinger VPS Linux
01:17
Install uwsgi and configure it | Django deployment in Hostinger VPS Linux
06:17
Creating new subdomains and pointing to a VPS with DNS settings | Django deployment and Deployment
12:29
Nginx for reverse proxy server | Django deployment in Hostinger VPS Linux
23:03
SSL certificate for domain using certbot | Django deployment in Hostinger VPS Linux
03:30
Debugging errors and restart application | Django deployment in Hostinger VPS Linux
00:45
Django WebApp deployment on AWS (Amazon Web Services) EC2
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AWS Linux sever and website deployment with free tier access
03:15
Update Django app/website with manual and schedule updates | Django AWS app deployment
13:07
AWS free tier for 6 or 12 months choose now and use freely | django app deployment
00:58
Create EC2 Linux instance for Django app deployment on AWS server
16:15
EC2 instance Running and Stopping methods to debug| removing errors and bugs
08:14
Deploy a Django app on EC2 instance Complete tutorial | Django AWS app deployment
35:09
EC2 instance costs more if you keep running it | high bills Django AWS app deployment
07:27
Django WebApp automatically update on any Linux Server (Hostinger/AWS/GCP)
4-Months of Data Science to AI Agents Mentorship Program (DSAAMP)
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