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
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
4-Months of Data Science to AI Agents Mentorship Program (DSAAMP)
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