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
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)
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    Faheem Tufail 2 months ago
    It helped me to understand Git and Github and how to use it as Version Control.
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