Course Content
Introduction of the Course
0/3
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
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
4-Months of Data Science to AI Agents Mentorship Program (DSAAMP)
    Join the conversation
    Aamir Anjum 3 weeks ago
    Sir mary pass nii hain etny pasy kay main aap ka ya course lay sakoon but main sekhna chata hoon kia koi aur rasta ha mary lea main 30k sy 40k tak ka bandobast kar sakta hoon please tell me
    Reply
    Faheem Tufail 3 months ago
    I want to create chat bot that helps the user to understand the web development
    Reply
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