Thapar Summer School on ML & DL 2023 | 5th June - 14th July 2023

Schedule

Time & Venue :

Offline - 09:00 to 13:00 | Monday to Friday | TAN Audi
Online - 15:00 to 18:00 | Monday to Friday | Zoom

Note : (1) Be on Time (2) Bring your Laptop (3) Bring power extensions (if possible)

Brief Schedule:

Week 1 | 05 - 09 June 2023 | Basics of Python, OOPs and Problem-Solving using Python, Pandas, Numpy, Scipy
Week 2 | 12 - 16 June 2023 | Machine Learning, Optimization and Statistics, Mini Projects
Week 3 | 19 - 23 June 2023 | Web Development - Basics (HTML, CSS, Bootstrap, Javascript, ReactJS, Express and MongoDB)
Week 4 | 26 - 30 June 2023 | Web Development - Advance (NextJS, Django, Hosting, ML Model Deployment, Crud)
Week 5 | 03 - 07 July 2023 | Deep Learning for Image Processing and Natural Language Processing (NLP) & Generative AI
Week 6 | 10 - 14 July 2023 | Time Series, Internet of Things (IoT), Valedictory, Certificate distribution

Week1

Detailed Schedule

Week 1 | 05 June to 09 June 2023 | Basics of Python, OOPs and Problem-Solving using Python, Pandas, Numpy, Scipy

Day 1 | 05 June 2023 | Opening of Thapar Summer School 2023

Offline Mode:
- 9:00 am to 9:30 am - Registration
- 9:30 am to 11:00 am - Briefing and Schedule discussion of Summer School
- Venue: TAN Audi (TAN Building, 1st floor)
- Kindly be on time
Online Mode:
- 4:00 pm to 5:30 pm - Registration, Briefing and Schedule discussion of Summer School
- Venue: Zoom (Link will be provided soon)
- Kindly be on time
- Install/update Zoom, ready with your laptop and headphone/earphones.
Download the slide | Click Here
Recorded Video of the Day | Click Here

Day 2 | 06 June 2023 | Basics of Python Programming

Topic of the Day
- Basics of Python Programming (using Google Colab) | Click Here | Dr. PSRana

Self Learning
- Download and install Anaconda on your local machine | Click Here
  - Learn how to install packages in Python using pip/conda
  - Try to install OpenCV and Yolo packages
- Python Tutorial | Click Here

Resource of the Day
- Anaconda Cloud | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Assignment-01: Python Assignment | Click Here | Submission Link
- Assignment-02: Challenge Question | Click Here | Submission Link
- Mini Project-01: Subset Selection Problem | Click Here | Submission Link
- Mini Project-02: ComboFinder | Click Here | Submission Link
- Mini Project-03: Text File Conversion | Click Here | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 3 | 07 June 2023 | OOPs using Python and Working with Pandas

Topic of the Day
- OOPs using Python | Click Here | Mr Aadil Garg and Mr Raghav Garg
- Working with Pandas | Click Here | Dr. PSRana

Self Learning
- GitHub - World's largest code sharing platform.
  - Learn - How to Clone / Public / Private / Push / Pull / etc
    - Link-1 Link-2 Link-3 Link-4
  - Create Pro Profile on GitHub | Click Here
    - Sample Profile | Click Here
  - Git Cheat Sheet | Click Here

Resource of the Day
- Papers With Code | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Assignment-03: Advance Python | Click Here | Submission Link
- Mini Project-04: Marks Adding | Click Here | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 4 | 08 June 2023 | Data Visualization and Exploratory Data Analysis (EDA)

Topic of the Day
- Data Visualization using Seaborn | Click Here | Mr Aadil Garg and Mr Raghav Garg
- Exploratory Data Analysis (EDA) | Click Here | Mr Aadil Garg and Mr Raghav Garg

Self Learning
- EDA and Feature Engineering by Krish Naik | Click Here

Resource of the Day
- Mini - Major Projects | Click Here
- Github - ReadMe | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Assignment-04: "Perform EDA on any of the dataset of your choice" | Submission Link
  - You can get the dataset from UCI Dataset Repository | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 5 | 09 June 2023 | R Programming and Topsis for Multi-criteria Decision making (MCDM)

Topic of the Day
- R Programming | Click Here | Dr PSRana
- Topsis for Multi-criteria Decision making (MCDM) | Click Here | Dr PSRana

Self Learning
- Download & Install - R and R-Studio
  - R - Click Here to download (For Windows / IOS / Linux) | Click on base
  - RStudio - Click Here to download
- R Tutorial | Click Here
- Basic plotting and visualization using R | Click Here

Resource of the Day
- R Packages for research - For research on Scientific/Engineering problems such as AI, Bioinformatics, Chemistry, Electronics Design, GIS, Human Machine Interface, Image Recognition, NPL, etc.)
  - R Packages | By Date - Click Here | By Task - Click Here | By Name - Click Here
- Books - Machine Learning + R | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Assignment-05: Topic | Click Here | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 6 | 10 June 2023

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Day 7 | 11 June 2023

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Week2

Week 2 | 12 June to 16 June 2023 | Machine Learning, Optimization and Statistics, Mini Projects

Day 8 | 12 June 2023 | Mini Projects

Topic of the Day
- Mini Projects | Mr. Raghav Garg, Mr. Aadil Garg, Mr. Pratham Garg
  - Mini Project-05: Image to Text to Audio | Click Here
  - Mini Project-06: Web crawler (Email Scraper) | Click Here
  - Mini Project-07: Audio to Text | Click Here
  - Mini Project-08: Plagiarism checker | Click Here
  - Mini Project-09: QR Code Generator | Click Here
  - Submit all the projects | Submission Link

Self Learning
- Mini Projects | Mr. Basavraj - First read the ReadMe file | Click Here
  - Mini Project-10: Google Image Downloader
  - Mini Project-11: Image to Text (OCR)
  - Mini Project-12: Tweets Search/Download
  - Mini Project-13: Video to Audio Conversion
  - Mini Project-14: Cosine Similarity
  - Submit all the projects | Submission Link

Resource of the Day
- PyPi.org - Python packages repository | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-15: "Convert 100 images to Grey Scale (b/w)" using OpenCV | Submission Link
- Mini Project-16: "Resize the 100 images to 50% (smaller)" using OpenCV | Submission Link
- Mini Project-17: "Convert Colored Video to Grey Scale (b/w)" using OpenCV | Submission Link
- Mini Project-18: "Resize the Colored Video to 50% (smaller)" using OpenCV | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Short Video - Click Here | Long Video - Click Here

Day 9 | 13 June 2023 | Machine Learning - Part-1 (Introduction)

Topic of the Day
- Introduction to Machine Learning | Click Here | PSRana
- Teachable Machine | Click Here
- Sample Dataset | Click Here
- Model Evaluation Parameters for Regression and Classification | Click Here
- Result Analysis of Machine Learning Models using Excel | Click Here

Self Learning
- Explore Teachable Machine for Image, Audio and Pose Project | Click Here

Resource of the Day
- Download Free Books, Free Research Papers, Thesis, Datasets, etc
  - Go to psrana.com --> Resource --> UNIT VI: Gold Mine for Researchers

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 10 | 14 June 2023 | Machine Learning - Part-2 (Regression)

Topic of the Day
- Machine Learning using Pycaret | Click Here | PSRana

Resource of the Day
- 6-Months Data Science Roadmap | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 11 | 15 June 2023 | Machine Learning - Part-3 (Classification and Clustering) and Introduction to Kaggle

Topic of the Day
- Machine Learning using Pycaret | Click Here | PSRana
- Introduction to Kaggle | Mr. Raghav Garg, Mr. Aadil Garg, Mr. Pratham Garg
  - Getting Started with Kaggle | Click Here
  - Digit Recognizer Baseline | Click Here
  - Titanic Baseline | Click Here
  - House Price Regression Baseline | Click Here

Resource of the Day
- Sci-kit learn library for machine learning | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 12 | 16 June 2023 | Advance Kaggle and Handling Errors in ML & DSA

Topic of the Day
- Handling Errors in ML & DSA | Click Here | Ms. Gurbani Kaur and Mr. Gaurav Gupta
- Advance Kaggle | Click Here | Mr. Eishkaran Singh

Resource of the Day
- Kaggle Grand Master Talk | T-1 | T-2 | T-3 | T-4 | T-5 | T-6 | T-7 | T-8 | T-9 | T-10

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 13 | 17 June 2023

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Day 14 | 18 June 2023

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Week3

Week 3 | 19 June to 23 June 2023 | Web Development - Basics (HTML, CSS, Bootstrap, Javascript, ReactJS, Express and MongoDB)

Day 15 | 19 June 2023 | Introduction to Web Development with HTML, CSS, Bootstrap and Github

Topic of the Day
- Introduction to Web Development | Mr Sahib Singh, Mr Yuvraj Singh | Click Here
  - Topics: Structure of HTML, Tags, Forms, Semantics, Introduction to CSS, Basic concepts Bootstrap and Git/Github
  - Tools used: VS Code, Github, Github Desktop, Vercel and Netlify
  - Mini Project-19: Personal Portfolio

Resource of the Day
- Vscode | Click Here
- Github Desktop | Click Here
- Git | Click Here
- Github | Click Here
- Bootstrap | Click Here
- MDN HTML | Click Here
- MDN CSS | Click Here
- Netlify | Click Here
- Vercel | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-19: Personal Portfolio | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 16 | 20 June 2023 | Javascript, the duct tape of the Internet

Topic of the Day
- Javascript, the duct tape of the Internet | Mr Sahib Singh, Mr Yuvraj Singh | Click Here
  - Self Learning: Link-1 | Link-2
  - Topics: JS Core Concepts, DOM, ES6 features, Synchronous/Asynchronous Programming
  - Tools used: VS Code
  - Mini Project-20: Color Flipper: | Click Here
  - Mini Project-21: Clock: | Click Here
  - Mini Project-22: Counter: | Click Here
  - Mini Project-23: Hamburger Menu: | Click Here
  - Mini Project-24: FAQs: | Click Here

Resource of the Day
- MDN JS - | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-20: Color Flipper | Submission Link
- Mini Project-21: Clock | Submission Link
- Mini Project-22: Counter | Submission Link
- Mini Project-23: Hamburger Menu | Submission Link
- Mini Project-24: FAQs | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 17 & Day 18 | 21 June & 22 June 2023 | Introduction to ReactJS and NodeJS

Topic of the Day
- Introduction to ReactJS, NodeJS | Mr Sahib Singh, Mr Yuvraj Singh | Click Here
- Topics: Node Package Manager, NPX, React Components, JSX, State and Props, React Router, React Hooks, Nodejs
- Tools used: VS Code
- Pre-Requisites:
  - Install Node | Click Here
  - VSCode Extensions:
    - ES7 React/redux/graphQL/React-Native snippets
    - Prettier
- Mini Project-25: eCommerce website

Self Learning
- NodeJS Basics| Link - 1 | Link - 2
- ReactJS Basics | Link - 1 | Link - 2

Resource of the Day
- LOR and Cold Emailing
  - Go to psrana.com -> LOR

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-25: eCommerce website | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day 17 | Click Here
Recorded Video of the Day 18 | Click Here

Day 19 & Day 20 | 23 June & 24 June 2023 | Working with Express and MongoDB

Topic of the Day
- Working with Express and MongoDB | Mr Sahib Singh, Mr Yuvraj Singh | Click Here
- Topics:
  - Routing in Express, Error Handling, Request and Response Handling, Templating Engines, RESTful API development, Intro to Databases, CRUD Operations, Mongoose
- Tools used: Postman, VS Code
- Pre-Requisites:
  - Install Express | Click Here
  - Install Mongodb | Click Here
  - Install Postman | Click Here
- Mini Project-25: eCommerce website

Self Learning
- Express | Click Here
- Mongodb | Click Here
- Postman | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-25: eCommerce website | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day 19 | Click Here
Recorded Video of the Day 20 | Click Here

Day 21 | 25 June 2023

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Week4

Week 4 | 26 June to 30 June 2023 | Web Development - Advance (NextJS, Django, Hosting, ML Model Deployment, Crud)

Day 22 | 26 June 2023 | Integration and Deployment of Web Services

Topic of the Day
- Integration and Deployment of Web Services | Mr Sahib Singh, Mr Yuvraj Singh | Click Here
- Topics: Integration, Frontend Deployment, Backend Deployment
- Tools used: VS Code, Postman, Github, Github Desktop, Vercel, Netlify
- Mini Project-26: Integrate fake store API

Self Learning
- NA

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-26: Integrate fake store API | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 23 | 27 June 2023 | NextJS

Topic of the Day
- NextJS | Mr Sahib Singh, Mr Yuvraj Singh | Click Here
- Topics: Introduction to NextJS, Server side rendering, Static site generation, Routing, Dynamic Rendering, Data Fetching, Next API routes
- Tools used: VS Code
- Mini Project-27: Blogging Platform

Self Learning
- NextJS | Click Here
Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-27: Blogging Platform | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 24 | 28 June 2023 | Web Development using Django - Part-1

Topic of the Day
- Introduction to Django | Mr Tarik Bhateja, Mr.Harjaspreet Singh | Click Here
  - Introduction to Django Framework
  - Django Vs MERN
  - Setup and Introduction to the Directory Structure of Django
  - How Django Works (MVT)
  - Introduction to Django
    - Implementation of Django's directory system
    - Urls and view layer(app)
    - Model layer
    - Data Access through the Admin panel
  - Getting Started with Our First App
  - Mini Project-28: PDF Protect with Password WebApp | Click Here

Self Learning
- Django Cheat Sheet | Click Here
- Django’s Official Documentation | Click Here
- 8 Reasons to Learn Django | Click Here

Resource of the Day
- Github Repository | Click Here
- [Video] Django Setup | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-28: PDF Protect with Password WebApp | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 25 | 29 June 2023 | Web Development using Django - Part-2

Topic of the Day
- Mini Projects, ML Integration and Deployment | Mr Tarik Bhateja, Mr.Harjaspreet Singh
  - Mini Project-29: Cold Emailing WebApp | Click Here
  - Mini Project-30: Teachable Machine Integration | Click Here
  - Mini Project-31: Placement predictor WebApp | Click Here
  - Website Deployment using Linode, AWS, Azure | Click Here

Self Learning
- Joblib V/s Pickle python library | Click Here
- Gunicorn and Ngnix | Click Here

Resource of the Day
- Github Repository | Click Here
- Digital Ocean Blog | Click Here
- Error no 13 Permission Denied | Click Here
- Linode Code | Click Here | Video Link

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-29: Cold Emailing WebApp | Submission Link
- Mini Project-30: Teachable Machine Integration | Submission Link
- Mini Project-31: Placement predictor WebApp | Submission Link
- Mini Project-32: Google Translate Clone | Click Here | Submission Link
- Mini Project-33: QR Generator WebApp | Click Here | Submission Link
- Mini Project-34: Mashup Generator WebApp | Click Here | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 26 | 30 June 2023 | Product Development Lifecycle, SEO, and Coding Tricks (JUGAAD)

Topic of the Day
- Product Development Lifecycle, SEO, and Coding Tricks (JUGAAD) | Mr. Sahib Singh | Click Here
  - Topics:
    - Product Development Lifecycle,
    - SEO,
    - Meta tags,
    - Flask Introduction,
    - Some Tools like Google Search Console,
    - Microsoft Clarity

Resource of the Day
- Github Repository | Click Here
- Metatags.io | Click Here
- Google Search Console | Click Here
- Microsoft Clarity | Click Here
- Image Bot | Click Here
- Sitemaps Generator | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 27 | 01 July 2023 | Web Scraping and Data Extraction

Topic of the Day
- Web Scraping and Data Extraction | Mr. Gurtaran Singh | Click Here
  - Topics:
    - Introduction to Web Scraping
    - Ethics of Web Scraping
    - Web Scraping Workflow
    - Scraping Thapar Summer School Website using BeautifulSoup and Requests
    - Introduction to Text Scraping and Data Extraction
    - Text Extraction from Images, PDFs, CSVs etc
    - Projects/opportunities for future
  - Mini Project-35: Scraping raw data and getting useful information from Flipkart website | Click Here
  - Mini Project-36: Multi Text Extraction from Images | Click Here

Self Learning
- Web Scraping Book | Click Here

Resource of the Day
- Mini Project-37: Beautiful Soup Code | Click Here
- Mini Project-38: Text Extraction | Click Here
- PPT Link | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project 37: Beautiful Soup Code | Click Here | Submission Link
- Mini Project 38: Text Extraction | Click Here | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 28 | 02 July 2023

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love1000

Week5

Week 5 | 03 July to 07 July 2023 | Deep Learning for Image Processing and Natural Language Processing (NLP) & Generative AI

Day 29 | 03 July 2023 | Introduction to Image Processing, OpenCV and Yolo

Topic of the Day
- Introduction to Image Processing, OpenCV and Yolo | Mr Eishkaran Singh and Mr Tanav Singh Bajaj | Click Here
  - Topics:
    - Intro to image processing
    - Image Processing using OpenCV
    - Image Processing using Scikit learn
    - Intro to Yolo
    - Yolo Architecture
    - Object Detection with Yolo
    - Projects/opportunities for future
  - Mini Project-39: Face Mask Detection using Yolo V7 | Click Here
  - Mini Project-40: Social Distancing using Yolo V3 | Click Here

Self Learning
- Image Processing using MATLAB | Click Here
- Mini Project: Social Distancing using Yolo V3 | Click Here

Resource of the Day
- Image Processing using MATLAB | Click Here
- PPT Link | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-39: Face Mask Detection using Yolo V7 | Click Here | Submission Link
- Mini Project-40: Social Distancing using Yolo V3 | Click Here | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 30 | 04 July 2023 | Deep Learning for Image Processing

Topic of the Day
- Deep Learning: Image Processing | Mr Eishkaran Singh and Mr Tanav Singh Bajaj | Click Here
  - Topics:
    - Basics of Deep Learning
    - Neural networks
    - Forward Propagation
    - Backward Propagation
    - Terminologies for Neural Networks
    - Steps for building a deep learning model
    - CNNs
    - UNet
    - ResNet
    - Projects/opportunities for future
  - Mini Project-41: Use Deep Learning for Image Classification | Click Here
  - Mini Project-42: Using CNNs for Image Classification | Click Here

Self Learning
- Mini Project-43: Using ResNet for Image Classification | Click Here
- Mini Project-44: UNet for Image Segmentation | Click Here
- Mini Project-45: Try using a pre-trained model (Besides ResNet) on Animal Images Dataset | Click Here

Resource of the Day
- Collection of resources | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-41: Use Deep Learning for Image Classification | Click Here | Submission Link
- Mini Project-42: Using CNNs for Image Classification | Click Here | Submission Link
- Mini Project-43: Using ResNet for Image Classification | Click Here | Submission Link
- Mini Project-44: UNet for Image Segmentation | Click Here | Submission Link
- Mini Project-45: Try using a pre-trained model (Besides ResNet) on Animal Images Dataset | Click Here | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 31 | 05 July 2023 | Introduction to Generative Adversarial Network (GAN)

Topic of the Day
- Introduction to Generative Adversarial Network (GAN) | Mr Eishkaran Singh and Mr Tanav Singh Bajaj | Click Here
  - Topics:
    - What is generative AI
    - Capabilities of GANs
    - What are GANs
    - GAN architecture
    - Generator
    - Discriminator
    - Training a GAN
    - Demo of Basic GANs
    - Demo of CycleGAN
    - Demo of SRGAN
  - Mini Project-46: DCGAN | Click Here
  - Mini Project-47: SRGAN | Click Here

Self Learning
- Mini Project-48: CycleGAN | Click Here

Resource of the Day
- Collection of resources | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-46: DCGAN | Click Here | Submission Link
- Mini Project-47: SRGAN | Click Here | Submission Link
- Mini Project-48: CycleGAN | Click Here | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 32 | 06 July 2023 | Introduction to Natural Language Processing - I

Topic of the Day
- Introduction to Natural Language Processing | Mr Eishkaran Singh and Mr Tanav Singh Bajaj | Click Here
  - Topics:
    - What is Natural Language
    - Preprocessing Textual Data
    - RNN
    - LSTM
  - Mini Project-49: Toxic Comment Classification using RNN and LSTM | Click Here

Self Learning
- Mini Project-50: GRU Part of the Toxic Comment Classification | Click Here
- Mini Project-51: Sentiment Analysis Using LSTM, RNN and Bidirectional LSTM | Click Here
- Mini Project-52: Sentiment Analysis Using an unsupervised learning approach | Click Here

Resource of the Day
- Collection of resources | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-49: Toxic Comment Classification using RNN and LSTM | Click Here | Submission Link
- Mini Project-50: GRU Part of the Toxic Comment Classification | Click Here | Submission Link
- Mini Project-51: Sentiment Analysis Using LSTM, RNN and Bidirectional LSTM | Click Here | Submission Link
- Mini Project-52: Sentiment Analysis Using an unsupervised learning approach | Click Here | Submission Link
- Mini Project-53: Toxic Comment Classification Using RNN, LSTM and GRU | Click Here | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 33 | 07 July 2023 | Introduction to Natural Language Processing - II

Topic of the Day
- Introduction to Natural Language Processing | Mr Eishkaran Singh and Mr Tanav Singh Bajaj | Click Here
  - Topics:
    - History of NLP
    - NLP Pipeline
    - Attention is all you need
    - Transformer Architecture
    - BERT
    - BERT vs Alternates
    - Change from GPT3.5 onwards
    - BERT Code
  - Mini Project-54: Sentiment Analysis on Hospital Comments | Click Here

Self Learning
- Mini Project-55: Review Analysis Using Transformers | Click Here
- Mini Project-56: Do Preprocessing and Sentiment Analysis (Using pre-trained models) on the Diabetes Reddit Dataset | Click Here

Resource of the Day
- Collection of resources | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-54: Sentiment Analysis on Hospital Comments | Click Here | Submission Link
- Mini Project-55: Review Analysis Using Transformers | Click Here | Submission Link
- Mini Project-56: Do Preprocessing and Sentiment Analysis (Using pre-trained models) on the Diabetes Reddit Dataset | Click Here | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Kaggle Hackathon-1 | Due Date: 9th July 2023 23:59:59 | Click Here

Recorded Video of the Day | Click Here

Day 34 | 08 July 2023 | Introduction to LLM (Large Language Models)

Topic of the Day
- Introduction to LLM (Large Language Models) | Mr Eishkaran Singh, Mr Tanav Singh Bajaj and Vansh Gahlot | Click Here
  - Topics:
    - Large Language Models
    - How do large language models work
    - RLHF
    - Pros and Cons of LLMs
    - Hallucinations in LLMs
    - Ethics in LLMs
    - Prompt Engineering
    - Cost Optimization in LLMs
    - Develop applications using LLM APIs (Langchain)
    - ThaparGPT Demo

Self Learning
- abucus.ai
  1. Create an account on the abucus.ai platform | Click Here
  2. LLM Ops and AI Agents using abuscus.ai platform | Click Here
- LangChain and Chainlit
  1. Getting Started With LangChain In 20 Minutes- Build Celebrity Search Application | Click Here
  2. Prompt Engineering And LLM's With LangChain In One Shot-Generative AI | Click Here
  3. Build Python LLM apps in minutes Using Chainlit | Click Here

Resource of the Day
- A curated list of tools and resources to help you accelerate your journey toward building AI bot | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 35 | 09 July 2023

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Week6

Week 6 | 10 July to 14 July 2023 | Time Series, Internet of Things (IoT), Cloud Services, Valedictory, Certificate

Day 36 | 10 July 2023 | (1) Road Map for DSA, Guidance for Placement and CV Building (2) How to write a research paper

Topic of the Day
- Road Map for DSA, Guidance for Placement and CV Building | Mr Gaurav Gupta and Ms Gurbani Kaur | Click Here
- How to write a research paper | Dr PSRana | Click Here

Self Learning
- For research papers (Go to Resource --> 5. One Page Writing) | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 37 | 11 July 2023 | Introduction to IoT (Internet of Things) and its Applications

Topic of the Day
- Introduction to IoT (Internet of Things) and its Applications | Dr. Anjula Mehto | Click Here
- Topics
  - The World of IoT
  - IoT Applications
  - IoT building Components
  - Case Study and Making a thing
  - Industry 4.0- Smart Manufacturing
  - Introduction to Cloud and Edge Computing

Self Learning
- Basic concept of Arduino | Click Here
- ESP32 tutorial | Click Here
- Wokwi - Online Electronics Simulator | Click Here

Resource of the Day
- Internet Society | Click Here

Quiz-1
- To start | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 38 | 12 July 2023 | IoT hands-on Projects with Tinkercad

Topic of the Day
- Introduction to IoT (Internet of Things) and its Applications | Dr. Anjula Mehto | Click Here
- Topics
  - Introduction to TinKercad
  - Hands-on with TinKercad
  - Sending sensor data to ThinkSpeak
- Mini Project-57: Blinking a LED | Click Here
- Mini Project-58: Blinking Multiple LED | Click Here
- Mini Project-59: Automatic Night Lamp | Click Here
- Mini Project-60: Traffic Light Controller | Click Here
- Mini Project-61: Fire Alarm System | Click Here

Self Learning
- TinKercad Projects | Click Here
- Best Tinkercad Arduino Projects | Click Here

Resource of the Day
- IoT Resources | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-57: Blinking a LED | Click Here | Submission Link
- Mini Project-58: Blinking Multiple LED | Click Here | Submission Link
- Mini Project-59: Automatic Night Lamp | Click Here | Submission Link
- Mini Project-60: Traffic Light Controller | Click Here | Submission Link
- Mini Project-61: Fire Alarm System | Click Here | Submission Link
- Mini Project-62: Room Lighting System | Click Here | Submission Link
- Mini Project-63: Smart Irrigation System | Click Here | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Kaggle Hackathon-2 | Due Date: 17th July 2023 07:59:59 am | Click Here

Recorded Video of the Day | Click Here

Day 39 | 13 July 2023 | (1) Introduction to Explainable Artificial Intelligence (XAI) and (2) Lets build the Future

Topic of the Day
- Introduction to Explainable Artificial Intelligence (XAI) | Dr. Parteek Bhatia | Click Here
- Lets build the Future | Mr. Vansh Gehlot | Click Here

Resource of the Day
- Pitch Deck | Click Here
- Website | Click Here
- Idea Hub | Click Here
- Idea Validate | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Day 40 | 14 July 2023 | (1) Time Series Analysis (2) Data Generation for ML using Modeling and Simulations and (3) Valedictory

Topic of the Day
- Time Series Analysis | Mr. Rudransh Bansal | Click Here
- Data Generation for ML using Modeling and Simulations | Dr. PSRana | Click Here
- Valedictory and Certificate Distribution

Self Learning
- Time Series Playlist by Krish Naik | Click Here
- AI Engineering Time Series Modelling and Analysis | Click Here

Resource of the Day
- State-of-the-art Deep Learning Models for Time Series Analysis | Click Here
- Time Series Dataset | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
- 5-Points of today's learning (Revision of Today's Lecture)
- 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here
- 1-Generative AI Tool | Future Tools - Click Here
- 1-Audio Book | Click Here
- 2-Interview Puzzles | Click Here
- 1-Activity that I love

Recorded Video of the Day | Click Here

Valedictory and certificate distribution | Dr. Anjula Mehto, Dr. Suresh Raikwar, Dr Neeru Jindal, Dr. PSRana
Feedback form | Click Here

Week 3 | 27 June to 02 July 2022

Theme: Image Processing and Deep Learning

Day 11 [27 June 2022] - Introduction to Image Processing and Deep Learning (Part-1) | Dr. Sahil Sharma
- Resource of the Day
  - Numer.ai | (Information already emailed you)
  - [Video] Deep Learning in 5 hr | Click Here
- Click Here for all the notebooks | Click Here for slide
  - Introduction to Image Processing using OpenCV
  - Image Loading, Displaying, Saving, and Dimensions
  - Grayscaling images;
  - Transformations of Image;
  - Convolutions, Blurring, and Sharpening Images;
  - Image conversion from colored to greyscale, Resizing/ Rotation/ Scaling of images, etc
- Mini Project-12 (Self)
  - Convert a colored video to greyscale (black & white)
  - Develop a Web App for the project.
- Mini Project-13 (Self)
  - Reduce the size (scaling) of a colored video to x% (x=10,20,30.....)
  - Develop a Web App for the project.
- Mini Project-14 (Self)
  - Make a video slow/fast by (1.5x, 2x, 2.5x, 3x)
  - Develop a Web App for the project.
- Daily Activity
  - One page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing)
  - Update Checklist

Day 12 [28 June 2022] - Introduction to Image Processing and Deep Learning (Part-2) | Dr. Sahil Sharma
- Resource of the Day
  - AWS Free Machine Learning (Text-to-Speech, Speech-to-Text, Translation) | Click Here
- Click Here for all the notebooks | Click Here for slide
  - Object Detection using Yolo
  - Training MobileNetSSD Object Detection on a Mask Dataset
  - Sign language detection using TensorFlow Object Detection Library
- Mini Project-15 (Self)
  - Record two videos of yourself of 20 sec (1) Happy Face (2) Sad Face
  - Extract all the frames and store them in two folders
  - Develop a facial expression recognition model
  - Develop a Web App / Mobile APP for the project.
- Mini Project-16 (Self)
  - Use the above dataset and train on Teachable Machine
  - Check for 10 faces and find the accuracy
- Daily Activity
  - One page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing)
  - Update Checklist

Day 13 [29 June 2022] - Introduction to Image Processing and Deep Learning (Part-3) | Dr. Sahil Sharma
- Resource of the Day
  - Visualize Neural Network (Playground Tensorflow) | Click Here
- Click Here for all the notebooks
  - Basics of Neural Networks and CNN
  - Cat/Dog Classification
  - Face recognition
  - Face expression detection
  - Leaf disease prediction
- Daily Activity
  - One page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing)
  - Update Checklist

Day 14 [30 June 2022] - Introduction to Image Processing and Deep Learning (Part-4) | Dr. Sahil Sharma
- Resource of the Day
  - The GAN Zoo | Click Here
- Click Here for all the Notebooks | Click Here for slide
  - Data Augmentation using GAN
  - Generate synthetic Fashion MNIST Images with DCGAN
  - Super-resolution using SRGAN
- Evaluation-2 on Kaggle | Click Here (Login and then participate)
  - Start: 30 June 2022, 4:00 pm
  - Deadline: 5 July 2022, 8:00 am
  - The top 5 winners will get rewards and a certificate
- Daily Activity
  - One page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing)
  - Update Checklist

Day 15 [01 July 2022 ] - Hands-on Practice on Transfer Learning and GAN | Mrs. Sukhandeep Kaur
- Resource of the Day
  - [Video] Explore How Computer Vision works | Click Here
- Dataset for today's session Click Here (Copy to your google drive)
- Click Here for all Notebook | Click Here for slide
  - Transfer Learning
  - Data Augmentation using GAN
  - Use of trained model: Resnet 50, Inception V3, VGG 16
- Daily Activity
  - One page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing)
  - Update Checklist

Week 4 | 04 July to 09 July 2022

Theme: Natural Language Processing (NLP) and Blockchain

Day 16 [04 July 2022] - Introduction to Natural Language Processing | Dr. Nitin Shelke
- Resource of the Day
  - [Video] Road map for NLP by Krish Naik | Click Here
  - [Video] Complete NLP course by Krish Naik in 9 hr | Click Here
- Click Here for all the Notebooks and slide
  - Introduction to NLP
  - Applications of Natural Language Processing
  - Hands-on with NLTK for Text Data
  - Research Projects on NLP
- Daily Activity
  - One page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing)
  - Update Checklist

Day 17 [05 July 2022] - Text Analytics and NLP | Dr. Nitin Shelke
- Resource of the Day
  - Resource-1
- Click Here for all the Notebooks and slide
  - Text Pre-processing Operation
  - Feature Extraction: Bag of Word, TFIDF
  - Word Embeddings in NLP
  - Case Study based on Text Pre-processing
- Daily Activity
  - One page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing)
  - Update Checklist

Day 18 [06 July 2022] - Hands-on with NLP Projects | Dr. Nitin Shelke
- Resource of the Day
  - Resource-1
- Click Here for all the Notebooks and slide
  - Tweet Classification Using Deep Learning
  - Gender Identification
  - Text Summarization;
  - Chatbot Development
- Evaluation-3 on Kaggle | Click Here (Login and then participate)
  - Start: 06 July 2022, 9:00 pm
  - Deadline: 11 July 2022, 8:00 am
  - The top 5 winners will get rewards and a certificate
- Daily Activity
  - One page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing)
  - Update Checklist

Day 19 [07 July 2022] - Introduction to Blockchain | Dr. Rohit Ahuja and Team
- Resource of the Day
  - Resource-1
- Click Here for all the Notebooks and slide
  - The chain of Blocks
  - Origin of Blockchain
  - Motivation: Why not Blockchain?
  - Case Study: Supply chain Management
  - Solidity Language: Hands-on Programming Session
  - Metamask: Installation and working
  - Truffle: To Compile and deploy smart Contracts
- Daily Activity
  - One page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing)
  - Update Checklist

Day 20 [08 July 2022] - Tools for Blockchain | Dr. Rohit Ahuja and Team
- Resource of the Day
  - Resource-1
- Click Here for all the Notebooks and slide
  - Ganache: To Create Private Blockchain Networks
  - Tuna Fish Tracking: A Case Study
  - Understanding terms DApps, NFTS etc.
  - Smart Contract Session with solidity
  - Open Problem statement for Blockchain
- Daily Activity
  - One page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing)
  - Update Checklist

Week 5 | 11 July to 16 July 2022

Theme: Internet of Things (IoT), Web Development and Cloud Services

Day 21 [11 July 2022] - Internet of Things (IoT) and its applications-1 | Dr. Kiranjot and Team
- Resource of the Day
  - Resource-1
- Click Here for slide
  - The World of IoT
  - Introduction to IoT
  - IoT and Cloud
  - IoT Case Study: Making a Thing
- Daily Activity
  - One page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing)
  - Update Checklist

Day 22 [12 July 2022] - Internet of Things (IoT) and its applications-2 | Dr. Kiranjot and Team
- Resource of the Day
  - Resource-1
- Click Here for slide
  - Digital Reality to Happiness,
  - Introduction AR, VR and XR
  - Designing your own AR filter
  - Science of Happiness
- Daily Activity
  - One page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing)
  - Update Checklist

Day 23 [13 July 2022] - Application of IoT using Node MCU | Mr Shivam and Mr Gaurav
- Resource of the Day
  - Resource-1
- Click Here for all the instructions and slides
  - Setup Environment for Node MCU in Arduino IDE.
  - Interfacing with different sensors with node MCU
  - Connection node MCU with wifi.
  - Sending sensor data to ThinkSpeak.
  - Controlling devices through mobile applications
- Daily Activity
  - One page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing)
  - Update Checklist

Day 24 [14 July 2022] - Web Development using DJango - Part-1 | Mr Avnoor
- Resource of the Day
  - Resource-1
- Click Here for all the instructions and slides
  - [Video] Django Installation Click Here
  - Introduction to GitCLI
  - Creation of a dummy repository to run all-important commands
  - Introduction to the structure of Web Development
  - How a frontend connects with the backend framework and with database
  - Introduction to Django
    - Insights of Django's directory system
    - Urls and view layer
    - Model layer
    - Templates
    - Data Access through Admin panel
  - Getting started with Our first App
    - Combo Offers
- Daily Activity
  - One page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing)
  - Update Checklist

Day 25 [15 July 2022] - Web Development using DJango - Part-2 (Machine Learning Model Deployment) | Mr Avnoor
- Resource of the Day
  - Resource-1
- Click Here for all the resources
- Integrating pycaret with Django
- Creation of, the Best Model for breast cancer
- The custom server on Microsoft azure
- Custom .tech domain from get.tech
- Deployment of the model on the azure server with a custom domain
- Daily Activity
  - One page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing)
  - Update Checklist

Anchor 1

Week 6 | 18 July to 22 July 2022

Theme: Time Series, Explainable AI, How to write and publish research papers, Valedictory and certificate distribution

Day 26 [18 July 2022] - Introduction and Hands-on practics on Time-Series problems | Mr. Raj
- Resource of the Day
  - State-of-the-art Deep Learning library for Time Series and Sequences | Click Here
- Click Here for all the resources
  - Click Here for the dataset
- Daily Activity
  - One page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing)
  - Update Checklist

Day 27 [19 July 2022] - Introduction and Hands-on practics on Explainable AI | Dr. Puneet Kumar
- Resource of the Day
  - [Vidoe] Introduction to Explainable AI (ML Tech Talks) | Click Here
  - [Vidoe] Explainable AI Cheat Sheet - Five Key Categories | Click Here
  - [Play list] Explainable AI explained! | Click Here
- Click Here for all the resources
  - Can you trust AI, in particular, the outcomes of Machine/Deep learning models?
  - How to exp

Thapar Summer School on ML & DL 2023 | 5th June - 14th July 2023

Schedule

Download & Install - R and R-Studio

R - Click Here to download (For Windows / IOS / Linux) | Click on base

RStudio - Click Here to download