AI Ka Chilla 2026
Fine-Tune a LLM in VS Code & Deploy to Hugging Face - Full Hands-On Python Tutorial
AI Ka Chilla 2026
0%
Completed
00: Resources
Links to All codes
Reading
01: Introduction to the course
AI ka chilla started now
Video - 00:02:15 mins
AI KA Chilla-2026 | Learn AI in 40 Days in 2026 #NewYear #newyear2026
Video - 00:06:43 mins
Day-1: Introduction to the course and plans
Start of the course and Happy New Year
Video - 00:04:17 mins
Enroll in AI ka chilla LMS check your email
Video - 00:05:14 mins
Discord community link for AI ka chilla
Video - 00:09:31 mins
Meeting details for live classes and question answer sessions
Video - 00:06:16 mins
Know your instructor
Video - 00:12:25 mins
Plan of the course AI ka chilla learning map
Video - 00:17:25 mins
Daily tasks for students Important
Video - 00:00:38 mins
Questions No. 1: Non structured and structured data analysis
Video - 00:02:41 mins
Question No. 2: Projects for different sectors for using AI
Video - 00:02:04 mins
Question no. 3: How to pitch ourselves on linkedIn after the course?
Video - 00:03:00 mins
Day-2: Python and other Software Installations + Integration
Introduction to Python as programming language
Video - 00:15:52 mins
Guido von Rossum creator of Python as programming language
Video - 00:01:28 mins
Five software installation for the course
Video - 00:16:40 mins
Create new user account for fresh installations and admin privileges
Video - 00:15:21 mins
Install python with a fresh start from Zero
Video - 00:10:16 mins
Install VScode with fresh start
Video - 00:02:56 mins
VScode options while installations goo for future coding
Video - 00:05:40 mins
Install git and gitBash in windows
Video - 00:08:01 mins
Install miniconda for AI and python environments
Video - 00:13:48 mins
gitBash - miniconda - vscode integration | step by step guide
Video - 00:23:04 mins
miniconda and gitbash integration trouble shooting - Important
Video - 00:14:40 mins
Day-3: Essentials (GitHub, GitHub student/teacher developer pack, Python and learning)
GitHub account and GitHub student developer pack
Video - 00:18:32 mins
GitHub account in VScode for synchronization
Video - 00:06:04 mins
Tools to plan your tasks for longer run and learning methodology
Video - 00:22:56 mins
Your first line of code | use python with three ways
Video - 00:33:43 mins
Learn python crash course before we proceed
Video - 00:01:25 mins
Three (3) way learning strategy | Tips to Master coding and learning by doing
Video - 00:08:39 mins
We have covered so far.....
Video - 00:2:00 mins
Trouble shooting and errors you might be having
Video - 00:09:03 mins
Important login IDs and signups for AI journey
Video - 00:24:15 mins
News and Newsletters for AI updates on regular basis
Video - 00:08:29 mins
Mobile price vs. Your Laptop price Data analysis
Video - 00:04:58 mins
Practice to use discord server private channel for the course
Video - 00:07:45 mins
Question No. 1: What is the plan for learning ahead
Video - 00:03:08 mins
Question No. 2: How can we post on LinkedIN from News?
Video - 00:02:51 mins
Question No. 3: Data analysis plan from now on
Video - 00:02:20 mins
Question No. 4: Industry vs. Academia for AI
Video - 00:02:45 mins
Question No. 5: Integration of AI in industrial Tools
Video - 00:02:39 mins
Day-4: Python Programming A-Z
Learn python crash course before we proceed (This was also in the pre-requisite)
Video - 11:55:09 mins
Jupyter notebooks (Introduction) | comments and use in python
Video - 00:26:38 mins
Install Jupyter lab and Jupyter notebooks windows
Video - 00:16:22 mins
Jupyter notebooks use in google colab and kaggle
Video - 00:01:59 mins
Jupyter notebook in VScode
Video - 00:08:45 mins
Why VScode is my favourite IDE (Integrated Development Environment)
Video - 00:36:08 mins
Environments and conflicts | conda, mamba, venv (virtual) environments for installing softwares
Video - 00:57:12 mins
GitHub copilot and Snake game development under 5 minutes
Video - 00:08:06 mins
Networking is important for AI learning
Video - 00:14:19 mins
Portfolio is important for AI Engineering journey these days
Video - 00:09:20 mins
Free vs. Paid tools for portfolio buildup
Video - 00:01:29 mins
Tools to build portfolio for AI engineering Journey
Video - 00:18:22 mins
Question No. 1 from Students
Video - 00:01:45 mins
Question No. 2 from Students
Video - 00:02:33 mins
Question No. 3 from Students
Video - 00:01:38 mins
Question No. 4 from Students
Video - 00:03:17 mins
Question No. 5 from Students
Video - 00:02:29 mins
Question No. 6 from Students
Video - 00:00:32 mins
MarkDown in 72 minutes crash course
Video - 01:11:24 mins
Day-5: Networking and Portfolio for AI or Data Science Students
Networking using LinkedIN | Reading Material
Reading
Portfolio making | Understanding and building portfolio for Data Science and AI Students and Developers
Video - 02:37:53 mins
Day-6: Git and GitHub | A-Z Guide using only command line | Beginner to Expert
Intro to Git
Video - 00:07:55 mins
How git works?
Video - 00:01:55 mins
Is git free?
Video - 00:01:52 mins
Git learning pathway in Two Steps
Video - 00:01:34 mins
Install git
Video - 00:01:56 mins
Git Bash installation (ignore if you already installed)
Video - 00:08:01 mins
Verify your installation (Important)
Video - 00:01:33 mins
Configure your local Git with username and email from gitHub
Video - 00:05:32 mins
Create a local repository or folder
Video - 00:06:54 mins
Initialize git to turn on track changes
Video - 00:02:40 mins
git commands | git add and commit to stage and store changes
Video - 00:11:32 mins
git log or history of commits
Video - 00:02:41 mins
Restore a file to a specific commit
Video - 00:01:02 mins
Push local repository to github account | Important
Video - 00:09:27 mins
Day-7: Git, GitHub and VScode use as professionals
VScode to initialize git repository using GUI
Video - 00:06:34 mins
Local to online git repository on VScode and GitHub
Video - 00:07:06 mins
Limit for file sizes on GitHub
Video - 00:01:41 mins
Connect your current repo to GitHub with VScode
Video - 00:03:03 mins
Work with online repositories of GitHub
Video - 00:12:03 mins
Add collaborators in GitHub repositories | Work in a team
Video - 00:01:48 mins
Day-8: Large Language Models (LLMs)
01-What are Large Language Models and how do they work?
Video - 00:16:32 mins
02-Trending List of LLMs and their use cases
Video - 00:11:32 mins
03-Differences in LLMs vs. Fine Tuned LLMs vs. RAG based LLMs
Video - 00:18:38 mins
04-Understanding RAG based Bots (Retrieval Augmented Generation)
Video - 00:12:12 mins
05-Augmented Generation to improve LLM RAG and CAG
Video - 00:25:26 mins
06-Earn USDs using RAG and CAG
Video - 00:23:36 mins
07-Ten Lessons from an expert: Enterprise level RAG based apps
Video - 00:19:14 mins
Day-9: Generative AI (GenAI) and Agentic AI
01-What is Generative AI? Easy way to learn
Video - 00:16:47 mins
02-GenAI applications for project development
Video - 00:04:01 mins
03-GenAI for online earning by making projects and providing services
Video - 00:26:02 mins
04-GenAI APIs to make tools and applications for earning
Video - 00:15:49 mins
05-GenAI vs AgenticAI what is the difference?
Video - 00:13:58 mins
06-Hundred Plus GenAI projects to earn online
Video - 00:06:03 mins
Day-10: VScode + GitHub copilot and VIBE coding | Data and Data Components
VScode IDE and Alternatives to GitHub Copilot for VScode
Video - 00:11:22 mins
VIBE coding with IDEs and coding agents for fast programming
Video - 00:10:59 mins
Product requirements document | PRD is important
Video - 00:13:33 mins
Workflow for Product development and Finding a Niche
Video - 00:21:44 mins
Data and Types of Data | Scales or levels of measurement
Video - 00:28:53 mins
Question:1-RAG based Apps and future career
Video - 00:01:41 mins
Define data in an easy way
Video - 00:01:40 mins
Categorical vs. Numerical data | Qualitative vs. Quantitative Data
Video - 00:02:45 mins
Text Data of Natural Language | NLP | Natural Language Processing
Video - 00:04:27 mins
Data in spreadsheets and Important components of data
Video - 00:37:38 mins
Day-11: Data, Data Gathering and Project based Product Development with Trending Topic
Variables and Metadata about variables
Video - 00:09:34 mins
Which data should we work on and why?
Video - 00:29:25 mins
First hand information gathering about AI and Data Science
Video - 00:09:04 mins
Google sheet for Data Gathering websites
Video - 00:03:46 mins
Save this sheet in your pc for future
Video - 00:00:37 mins
Valid and Authentic Resources to get data
Video - 00:27:08 mins
Task for students | Use Pandas Profiling for example dataset
Video - 00:00:50 mins
Important Notes for the Data Measurements and Scales
Reading
Day-12: Data and Pandas profiling | Exploratory Data Analysis (EDA)
Task for Today
Video - 00:01:27 mins
Plan to use pandas- or ydata- profiling for Automatic EDA
Video - 00:07:39 mins
EDA project with pandas- or ydata- profiling for three different datasets
Video - 00:23:03 mins
Automatic EDA in few seconds using data from kaggle.com
Video - 00:09:22 mins
Day-13: Data Gathering and automatic EDA with Top Libraries
Data Gathering Using Python APIs | wbdata, FAOSTAT, Eurostat, yfinance for Analysts & Scientists
Video - 01:15:30 mins
Complete EDA with dTale library in Python in seconds with only 5 lines of code
Video - 00:14:46 mins
Pandas- or ydata-profiling for time series analysis and automatic EDA
Video - 00:06:53 mins
dtale library for automatic EDA for any data
Video - 00:13:04 mins
Data Collection is important for EDA
Reading
Descriptive Statistics is important to learn for EDA
Reading
Inferential Statistics and Hypothesis Testing for comparison
Reading
Day-14: Do EDA in few seconds with these Python Libraries
PyGwalker for Automatic Data Visualization and EDA
Video - 00:15:17 mins
Sweetviz use in python comes with errors
Video - 00:14:29 mins
Sweetviz is working fine here for automatic EDA
Video - 00:03:37 mins
SKIMPY python library for data understanding
Video - 00:11:08 mins
Dataprep python library for EDA of Data
Video - 00:09:23 mins
LIDA python library for EDA and auto data analysis
Video - 00:21:05 mins
Lida Huggingface take s alot of space
Video - 00:05:00 mins
All codes for these libraries are here
Reading
Must Read this guide about EDA
Reading
EDA with LIDA and A book chapter about EDA to understand outputs of Lida
Video - 00:03:45 mins
LIDA is working using API keys | I just Bought
Video - 00:11:12 mins
Always close the server when you are running server based apps
Video - 00:00:45 mins
Day-15: AI for Vibe Coding
Pandas AI library for AI data analysis
Video - 00:00:00 mins
Basic Data Knowledge is important before you use AI for Data Analysis
Video - 00:06:00 mins
AI based IDE Cursor for APP development in Seconds
Video - 00:26:59 mins
Antigravity is a great alternative to VScode to develop application using agentic AI in seconds
Video - 00:32:08 mins
Day-16: Antigravity and Project with Agentic AI for Kaggle Data Grandmaster Ranking
Google Antigravity is RAM Hungry
Video - 00:03:28 mins
Google Antigravity IDE can work as a developer in 21000 PKR only for an year
Video - 00:07:15 mins
Google One AI Enhanced plans for Antigravity
Video - 00:06:08 mins
Kaggle Dataset Grandmaster guide A to Z in urdu using Google Antigravity AI Agents
Video - 00:55:59 mins
Important Task Assignment for Students
Video - 00:00:45 mins
Day-17: A complete project using Agentic AI
Gathering data to Uploading on Kaggle with Analysis A Complete Project for AI practitioners
Video - 00:59:24 mins
Why do we need to learn Basics of EDA and data for trends?
Video - 00:00:00 mins
Google Antigravity IDE is best but?
Video - 00:01:08 mins
Claude Code is new AI agentic Tool to make products
Video - 00:29:11 mins
Tasks and future works
Video - 00:02:50 mins
Day-18: Claude Code and LLM based Application development planing
Claude code and use of API in LLM based applications
Video - 00:47:00 mins
Think about 5 ideas for LLM based applications
Video - 00:01:34 mins
Write your ideas in this Google sheet
Video - 00:01:08 mins
Three major niches to work for projects in Pakistan
Video - 00:11:29 mins
Google ka Nano Banana for Image Generation
Video - 00:08:40 mins
Day-19: Data Pre-processing, KEY to AI
Master Data Preprocessing, Wrangling, and Cleaning for Machine Learning Projects!
Video - 04:56:16 mins
Day-20: Web-scraping for Data Collection in Python
A hands on Training and ideas for Web-Scraping in Python
Video - 02:26:21 mins
Day-21: Data Visualization in Python | Konsa Plot kahan bnana hy?
Data Visualization Masterclass in Python | Matplotlib, Seaborn & Plotly for Beginners to Advanced
Video - 05:27:54 mins
Day-22: Power BI for Data Visualization and DashBoards | No coding tool
Power BI Complete Course
Video - 04:25:07 mins
Day-23: Tableau for Data Visualization and DashBoar development | No-code
Tableau for Beginners | Complete Course
Video - 01:53:29 mins
Day-24: LLMs – Local vs. API based
Summary of Previous Lectures
Video - 00:03:12 mins
Google Antigravity Issues with Limits and cool down periods
Video - 00:06:09 mins
Kaggle Ranking for your CV is important to grab jobs and clients
Video - 00:05:12 mins
API keys of Proprietary Models and Local Open source Models for AI
Video - 00:15:51 mins
API keys or Local Model? Which one should we use and why?
Video - 00:08:30 mins
Open-source vs. closed source Large Language Models
Video - 00:05:02 mins
Ollama for Locally deployed models in our Apps
Video - 00:10:08 mins
Which model should you select and why in Ollama?
Video - 00:02:13 mins
Day-25: LLM integrated application | A complete project
LLM integration in application | Workflow (1/5)
Video - 00:11:41 mins
Building LLM based ChatBot with APIs from OpenAI (2/5)
Video - 00:45:07 mins
Task to deploy application on streamlit application (3/5)
Video - 00:05:11 mins
Task with additional features (4/5)
Video - 00:00:42 mins
Application deployment for free on streamlit cloud (5/5)
Video - 00:05:37 mins
Day-26: Feature Enriched ChatBot development and deployment
Feature Enriched ChatBot development to chat with pdf, docx, txt, tsv, csv and txt data files
Video - 00:32:35 mins
Day-27: LLM Integration with Local Models using Ollama
Ollama to use LLMs locally inside your PC
Video - 00:04:25 mins
Ollama LLM integration with Local Models without API cost
Video - 00:20:33 mins
Always kill terminal app backend process
Video - 00:00:45 mins
Day-28: Machine Learning and Students’ projects
LLM Apps built by students
Video - 00:09:02 mins
Machine Learning Basics in Python
Video - 00:32:09 mins
Turn off auto dub mode in Youtube for better understanding
Video - 00:01:03 mins
Youtube Auto dubbing function is making videos in AI audio | AI English and Urdu
Video - 00:02:33 mins
Question about URDU GPT
Video - 00:01:51 mins
Day-29: Machine Learning Complete Course
Machine Learning in Python | Complete Crash Course | Python | Scikit-learn | (Part-1/2)
Video - 11:44:19 mins
Machine Learning in Python | Complete Crash Course | Python | Scikit-learn | (Part-2/2)
Video - 07:44:44 mins
Day-30: Automatic Machine Learning few lines of code and no code tool
PyCaret for Automatic ML | PyCaret Installation
Video - 00:06:52 mins
Search PyCaret usage and quick start
Video - 00:00:24 mins
Regression problem with PyCaret
Video - 00:12:46 mins
Classification Problem with PyCaret
Video - 00:03:10 mins
Project Application | AutoMated Machine Learning Application Development using PyCaret
Video - 00:25:08 mins
Day-31: Deep Learning Compete Crash Course
Deep Learning Crash Course Part-1 | Master Neural Networks & AI Fundamentals
Video - 10:36:36 mins
Deep Learning Crash Course Part-2 | Master Neural Networks & AI Fundamentals
Video - 11:13:17 mins
Tensorflow and Pytorch for Deep Learning
Video - 00:03:01 mins
Deep Learning using Agentic AI for Silver Price Prediction
Video - 00:38:11 mins
Day-32: Docker Container
Docker | Deploy Any Python App with Docker Containers - Step-by-Step Guide (2025)
Video - 01:51:19 mins
Day-33: Complete Data Analytics Project
Complete Data Analytics Project with Report A-Z | Python, VS Code & GitHub | Tips Dataset
Video - 01:10:12 mins
Day-34: Prompt Engineering and Descriptive Statistics
Descriptive Statistics for Data Analytics – Prompt Engineering with ChatGPT A-Z guide
Video - 01:06:22 mins
Day-35: Content and Scientific Writing with AI
Scientific Writing Master Class (For Interested Students Only)
Video - 02:46:27 mins
Using AI tools in Scientific Writing Complete Course
Reading
Day-36: Graph Theory for n8n
Graph Theory Meets n8n: Build No-Code AI Agent Workflows A-Z guide
Video - 02:02:27 mins
Day-37: AI Agents with Real World Applications
We have learned so far....
Video - 00:03:33 mins
AI Agents and their use cases in Real World
Video - 00:16:40 mins
AI Agent working with Discord server Bot and LLM to refine texts (Part-1/2)
Video - 00:42:00 mins
AI Agent working with Discord server Bot and LLM to refine texts (Part- 2/2)
Video - 00:07:30 mins
Day-38: Hostinger for AI Agents and Application deployment
Hostinger KVM VPS is the best for application deployment
Video - 00:06:49 mins
End to End python application building and deployment to Hostinger KVM VPS server
Video - 00:57:24 mins
Day-39: Fine tuning LLM
Differences in LLMs vs. Fine Tuned LLMs vs. RAG based LLMs
Video - 00:18:38 mins
Why Fine-Tune & When to Use RAG – Complete Guide
Video - 01:29:32 mins
Fine-Tune a LLM in VS Code & Deploy to Hugging Face - Full Hands-On Python Tutorial
Video - 00:26:33 mins
Day-40: More Data Science Dimensions
Time Series Data Analysis & Forecasting using ML/DL | Crash Course | Urdu/Hindi | Under 11 Hours
Video - 10:44:14 mins
Structured Query Language (SQL) for Data Analytics and Data Science | 2 Hours
Video - 02:14:03 mins
Reminder - Portfolio: Build & Deploy Your Data Science & AI Portfolio – Complete Crash Course
Video - 02:37:54 mins
Docker | Deploy Any Python App with Docker Containers - Step-by-Step Guide (2025)
Video - 01:51:19 mins
Certificate will only be provided upon submission of a project + all assignments from this course
Reading
More Crash Courses will be coming soon in this section......
Reading
More
Announcements
Reviews
Live Classes
Gradebook
Course Info