Thapar Summer School on ML & DL 2025 | 9th June - 18th July 2025

Content

Time & Venue: 09:00 to 13:00 | Monday to Friday | TAN Audi

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

Brief Schedule:

Week 1 | 9 - 13 June 2025 | Basics of Python, OOPs and Problem-Solving, Pandas, Numpy, Scipy, EDA, Linux
Week 2 | 16 - 20 June 2025 | Machine Learning, AutoML, Pycaret, Optimization & Statistics, Mini Projects, Intro to Kaggle
Week 3 | 23 - 27 June 2025 | Image Processing using OpenCV, NVIDIA Certification Course, Chat with your Data
Week 4 | 30 June - 04 July 2025 | App Development using Flutter and Kotlin, IoT, Cyber Security, Agentic AI, Cold Email, Latex
Week 5 | 07 - 11 July 2025 | Knowledge Graphs, Generative AI, RAG, LLMs, Prompt Engineering, Research Paper writing
Week 6 | 14 - 18 July 2025 | AI Agents, Deployment of LLMs, Start Research Journey, Valedictory and Certificate Distribution

Detailed Schedule

Week-1

Week 1 | Basics of Python, OOPs and Problem-Solving, Pandas, Numpy, Scipy, EDA, Linux

Day 1 | 9 June 2025 | Opening of Thapar Summer School 2025

Schedule:
- 9:30 am to 10:00 am - Registration
- 10:00 am to 11:00 am - Briefing and Schedule discussion of Summer School
- Venue: TAN Audi (TAN Building, 1st floor)
- (1) Be on Time (2) Bring your Laptop (3) Bring power extensions

Self Learning
- Create account on
  - LinkedIn
  - Github
  - Kaggle
  - Numer.ai
Road Map for DSA, Guidance for Placement and CV Building | Mr Gaurav Gupta and Ms Gurbani Kaur | Click Here
100 Days of Coding Challenge | Link-1 Link-2
For PPT Click Here

Day 2 | 10 June 2025 | 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
- Python Video Tutorial | Click Here

Resource of the Day
- Anaconda Cloud | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-01: Python Assignment | Click Here | Submission Link
- Mini Project-02: Challenge Question | Click Here | Submission Link
- Mini Project-03: Subset Selection Problem | Click Here | Submission Link
- Mini Project-04: ComboFinder | Click Here | Submission Link
- Mini Project-05: Text File Conversion | Click Here | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 3 | 11 June 2025 | Working with Pandas

Topic of the Day
- Working with Pandas | Click Here | Dr. PSRana

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
  
  Example Prompt:
  - Create 15 mcqs on python data structures with answers and explanation
  - Create 15 mcq on image processing using python with answers and explanation
  - Create 15 mcq on text processing using python with answers and explanation

Self Learning
- Learn GitHub - World's largest code sharing platform.
  - Learn - How to Clone / Public / Private / Push / Pull / etc | Click Here (Video)
- Sample Github Profile | Click Here
- Create Pro Profile on GitHub | Click Here (Video)
- GitHub ReadMe Example | Click Here

Resource of the Day
- Papers With Code | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-06: Advance Python | Click Here | Submission Link
- Mini Project-07: Marks Adding | Click Here | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 4 | 12 June 2025 | Data Visualization and Exploratory Data Analysis (EDA)

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

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create 15 mcqs on pandas python library with answers and explanation
  - Create 15 mcqs on data processing using pandas with answers and explanation

Self Learning
- Complete Exploratory Data Analysis And Feature Engineering In 3 Hours by Krish Naik | Click Here (Video)
  - 0:00:00 Introduction
  - 0:01:00 Zomato Dataset EDA
  - 0:59:25 Black Friday Sales EDA
  - 1:54:40 Flight Price Prediction EDA

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

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-09: Select any dataset from UCI Dataset Repository and Perform EDA | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 5 | 13 June 2025 | 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 Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create 15 mcqs on Data manipulation using Data frames in R programming with answers and explanation
  - Create 15 mcqs on Data visualization using R programming with answers and explanation

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
- Mini Project-08: R programming assignment | Click Here | Submission Link

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 6 | 14 June 2025

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 7 | 15 June 2025

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Week-2

Week 2 | Machine Learning, AutoML, Pycaret, Optimization & Statistics, Mini Projects, Intro to Kaggle

Day 8 | 16 June 2025 | Machine Learning - Part-1 (Introduction)

Topic of the Day
- Introduction to Machine Learning | Click Here | PSRana
- Teachable Machine | Click Here
- Landing AI | 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 Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create 15 mcqs on basics of machine learning using python with answers and explanation
  - Create 15 numerical mcqs on basics of machine learning using python with answers and explanation

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

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

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 9 | 17 June 2025 | Machine Learning - Part-2 (Regression)

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

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create 15 numerical mcqs on regression in machine learning with answers and explanation
  - Create 15 mcqs on regression in machine learning using python with answers and explanation

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

Self Learning
- Scikit learn (sk learn) library for machine learning - Explore Regression | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 10 | 18 June 2025 | Machine Learning - Part-3 (Classification and Clustering)

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

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
- Create 15 numerical mcqs on classification and regression in machine learning with answers and explanation
- Create 15 mcqs on classification and regression in machine learning using python with answers and explanation

Self Learning
- Scikit learn (sk learn) library for machine learning - Explore Clustering and Classification| Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 11 | 19 June 2025 | Introduction to Vibe Coding

Topic of the Day
- Vibe Coding with AI: A Modern Approach to Portfolio Building | Click Here | Mr. Arsh Chatrath

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create 15 mcqs performance improvement of prediction model in machine learning with answers and explanation

Self Learning
- Vibe coding | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 12 | 20 June 2025 | Introduction to Kaggle and Basics of Linux

Topic of the Day
- End to End Kaggle Guide | Click Here | Ms. Simrat Kaur
- Mastering of Model Parameter Tuning | Click Here | Ms. Simrat Kaur

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create 15 mcqs on advance performance improvement techniques for the model prediction in machine learning with answers and explanation

Self Learning
- Linux Installation in Windows | Click Here
- Linux Installation in MacOS | Click Here
- Kaggle Grandmaster Talks | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 13 | 21 June 2025 | (1) Mini Projects and (2) FastAPI and ML Model Deployment

Topic of the Day
- Mini Projects | Mr. Aadil Garg
  - Mini Project-10: Image to Text to Audio | Click Here
  - Mini Project-11: Web crawler (Email Scraper) | Click Here
  - Mini Project-12: Audio to Text | Click Here
  - Mini Project-13: PDF Splitter | Click Here
  - Mini Project-14: PDF Merger (Assignment) | Click Here
  - Mini Project-15: Plagiarism Checker | Click Here
  - Mini Project-16: QR Code Generator | Click Here
  - Mini Project-17: Hangman Game | Click Here

FastAPI | Mr. Aadil Garg
- Introduction to FastAPI | Click Here
- FastAPI Hands-On Practice | Click Here

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:

(1) Create 15 mcqs on Data Visualization using python with answers and explanation

(2) Create 15 mcqs on Exploratory Data Analytics using python with answers and explanation

(3) Create 15 mcqs on FastAPI and its application domain with answers and explanation

Resource of the Day
- PyPi.org - Python Packages Repository | Click Here

Self Learning
- Mini Projects | Mr. Basavraj - First read the ReadMe file
  - Mini Project-18: Google Image Downloader | Click Here
  - Mini Project-19: Image to Text (OCR) | Click Here
  - Mini Project-20: Tweets Search/Download | Click Here
  - Mini Project-21: Video to Audio Conversion | Click Here
  - Mini Project-22: Cosine Similarity | Click Here
- FastAPI
  - Advanced FastAPI | Click Here
  - Tutorial on FastAPI | Click Here (Video)
  - Videos on FastAPI | Click Here

Assignment / Mini Project | Due Date: Tomorrow 23:59:59
- Mini Project-23: "Convert 100 images to Grey Scale (b/w)" using OpenCV
- Mini Project-24: "Resize the 100 images to 50% (smaller)" using OpenCV
- Mini Project-25: "Convert Colored Video to Grey Scale (b/w)" using OpenCV
- Mini Project-26: "Resize the Colored Video to 50% (smaller)" using OpenCV

Daily Task | Due Date: Today 23:59:59
1. Submit all Mini-Projects from 11 to 26 | Submission Link

Day 14 | 22 June 2025

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 15 | 23 June 2025

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Week-3

Week 3 | Image Processing using OpenCV, NVIDIA Certification Course, Chat with your Data

Day 16 | 24 June 2025 | (1) Image Processing using OpenCV (2) Introduction to Neural Networks

Topic of the Day
1. Image Processing using OpenCV | Click Here | Dr. Shailendra Tiwari
2. Introduction to Neural Networks | Click Here | Mr. Danish Sharma

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create 15 mcqs on Image Processing using OpenCV with answers and explanation
  - Create 15 mcqs on Introduction to Neural Networks with answers and explanation

Self Learning
- Introduction to Open CV | Click Here
- Introduction to Neural Network | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 17- 18 | 25-26 June 2025 | Certification course on Fundamental of Deep Learning by NVIDA

Topic of the Day

Fundamental of Deep Learning by NVIDA | Mentor: Dr. Parteek Bhatia

Steps to Access the Course:

Step 1: Go to NVIDIA's Fundamental of Deep Learning

Step 2: Enter this event code: Expired

Step 3: Click on the Launch Course button and wait for 5 minutes.

Step 4: Start exploring the course.

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create 15 mcqs on Deep Learning Fundamental with answers and explanation

Self Learning
- Introduction to Deep Learning | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 19 | 27 June 2025 | Chat with your Data using LangChain

Topic of the Day

Chat with your Data using LangChain | Click Here | Dr. Parteek Bhatia

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create 15 mcqs on optimization and visualization of Deep Learning Models with answers and explanation

Self Learning
- Certificate Course on "LangChain: Chat with Your Data" by Deeplearning.ai | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 20 | 28 June 2025

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 21 | 29 June 2025

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Week 4 | App Development using Flutter and Kotlin, IoT, Cyber Security, Agentic AI, Cold Email, Latex

Week-4

Day 22 | 30 June 2025 | (1) App Development using Flutter (2) Cold Email

Topic of the Day
1. App Development using Flutter | Click Here | Mr. Armaan
2. Cold Emailing | Go to psrana.com > LOR | Dr. PSRana

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create 15 mcqs on App Development using Flutter with answers and explanation
  - Write a cold email in 50 words for internship in online mode with top tier academics or research institute.

Self Learning
- App Development using Flutter | Click Here
- Art of cold emailing | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 23 | 1 July 2025 | Scientific Writing using Latex (Self Learning)

Topic of the Day
1. Learn Latex in 3.5 hr | Dr. PSRana
2. Workshop Outline:
  1. Introduction to Latex
  2. Working with Latex (Resume, Report, Thesis, Paper)
  3. Practical Session (Eqn, Figures, Tables, References)
  4. Miscellaneous Session
3. Resource Link: Click Here
4. Video Link (View at 1.5x): Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 24 | 2 July 2025 | Exploring the Power of IoT: A Hands-on Journey with Tinkercad

Topic of the Day
1. Exploring the Power of IoT: A Hands-on Journey with Tinkercad | Click Here | Dr. Anjula Mehto

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create 15 mcqs on IoT using Tinkercad with answers and explanation
  - Create one month learning plan with mini projects, self learning resources on IoT using Tinkercad.

Self Learning
- Explore the content of TSS 2023 (Day-37 and Day-38) for more resources (recorded lectures, projects, etc) | Click Here
- Basic concept of Arduino | Click Here
- ESP32 tutorial | Click Here
- Wokwi - Online Electronics Simulator | Click Here
- TinKercad Projects | Click Here
- Best Tinkercad Arduino Projects | Click Here

Resource of the Day
- Internet Society | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 25 | 3 July 2025 | ML Model Deployment in Mobile Apps

Topic of the Day
1. ML Model Deployment in Mobile Apps | Click Here | Mr. Ansh Bajaj and Mr. Ishank Goyal

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Explain in brief and easy way to deploy the machine learning model.

Self Learning
- Deployment of Machine Learning Model | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 26 | 4 July 2025 | (1) Android Security (2) Time Series Analysis

Topic of the Day
1. Android Security and Reverse Engineering: A Deep Dive | Click Here | Mr. Reyyan Ahmed
2. Forecast the Future: Time Series Analysis for Real-World Applications | Click Here | Mr. Aditya Walia

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create 15 mcqs on Android Security with answers and explanation
  - Create one month learning plan with mini projects, self learning resources on Android Security
  - Create 15 mcqs on Time series analysis with answers and explanation
  - Create one month learning plan with mini projects, self learning resources on Time series analysis

Self Learning
- Android Security | Click Here
- Time Series Analysis | Click Here
- tsai - Deep Learning library for Time Series and Sequences | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 27 | 5 July 2025

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 28 | 6 July 2025

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Week 5 | Knowledge Graphs, Generative AI, RAG, LLMs, Prompt Engineering, Research Paper writing

Week-5

Day 29 | 7 July 2025 | One day Hands-on practice workshop on Automotive Skills by Eicher Motors

Topic of the Day
1. One day Hands-on practice workshop on Automotive Skills by Eicher Motors.

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 30 | 8 July 2025 | How to write research paper (Self Learning)

Topic of the Day
1. How to write research paper (Self Learning) | Dr. PSRana
  - Video | Click Here
  - PPT | Click Here

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create one month plan to start a research on image processing using deep learning with mini projects, self learning resources.

Self Learning
- Papers with Code | Click Here
- Free courses from Elsevier on research paper writing and publishing | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 31 | 9 July 2025 | (1) Hybrid Ingestion & Indexing (BM25 + Embeddings) (2) Agentic Retrieval & Response Orchestration

Topic of the Day
1. Hybrid Ingestion & Indexing (BM25 + Embeddings) | Click Here | Mr. Arnav Gupta
2. Agentic Retrieval & Response Orchestration | Click Here | Mr. Arnav Gupta
3. Recorded video of the day | Click Here

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create one month plan to learn Agentic AI with mini projects and self learning resources.

Self Learning
- Agentic AI | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 32 | 10 July 2025 | Knowledge Graphs for RAG

Topic of the Day
1. Knowledge Graphs for RAG | Click Here | Mr. Jaiman Singh

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create one month plan to learn RAG with mini projects and self learning resources.

Self Learning
- Retrieval Augmented Generation (RAG) | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 33 | 11 July 2025 | Basics of Generative AI and RAG

Topic of the Day
1. Basics of Generative AI and RAG | Mr. Ankit Kumar

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create 15 mcqs on Generative AI and RAG with answers and explanation

Self Learning
- Retrieval Augmented Generation (RAG) | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Day 34 | 12 July 2025 | A Deep Dive into LLMs and Prompt Engineering

Topic of the Day
1. A Deep Dive into LLMs and Prompt Engineering | Click Here | Mr. Basavraj Chinagundi

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create a detailed tutorial on how to write good prompts, especially for sales dataset. You'll see clear distinctions between bad, okay, and good prompts, so you can learn how to frame your requests effectively.

Self Learning
- Prompt Engineering | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Recorded video of the day | Click Here

Day 35 | 13 July 2025

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Week 6 | AI Agents, Deployment of LLMs, Start Research Journey, Valedictory and Certificate Distribution

Week-6

Day 36 | 14 July 2025 | AI Agents and the new world we are entering into: Building them from scratch

Topic of the Day
1. AI Agents and the new world we are entering into: Building them from scratch | Click Here | Mr. Paras Madan

Self Exam
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Create 50+ MCQs on last day topic and solve them.
- Example Prompt:
  - Create one month plan to learn Agentic AI with mini projects and self learning resources.

Self Learning
- Agentic AI | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Recorded video of the day | Click Here

Day 37 | 15 July 2025 | (1) Hybrid Rag with BM25 search (2) ⁠Multi agent investment advisors

Topic of the Day

(1) Hybrid Rag with BM25 search (2) ⁠Multi agent investment advisors | Click Here | Mr. Eishkaran Singh

Self Learning
- How to Build & Sell AI Agents: Ultimate Beginner’s Guide | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Recorded video of the day | Click Here

Day 38 | 16 July 2025 | Model Context Protocol (MCP): Basics and its Fine Tuning

Topic of the Day

1. Model Context Protocol (MCP): Basics and its Fine Tuning | Click Here | Mr. Eishkaran Singh

Self Learning
- MCP Basics, Advance, Challenges and Projects | Click Here

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Recorded video of the day | Click Here

Day 39 | 17 July 2025 | (1) Physics Informed Neural Networks (2) Introduction to Deep Reinforcement Learning

Topic of the Day

1. Physics Informed Neural Networks | Link-1 Link-2 | Mr. Vaasu Gupta

2. Introduction to Deep Reinforcement Learning | Click Here | Mr. Vaasu Gupta

Daily Task | Due Date: Today 23:59:59 | Submission Link
1. Five points of today's learning (Revision of Today's Lecture)
2. One Page writing (Write two problems per day in register) | Click Here
3. Two Generative AI Tool from FutureTools.io | Click Here
4. One Audio Book | Click Here
5. Two Puzzles (Brain Steller) | Click Here
6. Two Interview Puzzles | Click Here
7. One Activity that I love

Recorded video of the day | Part-1 Part-2

Day 40 | 18 July 2025 | Special Session, Valedictory and Certificate Distribution

Schedule
- 8:55 am to 9:30 am | Assembling in TAN Audi
- 9:30 am to 11:00 am
  - Special Session by Prof. Mukesh Singh
  - Topic: "Research Roadmap for UG Student - Start Your Research Journey"
- 11:00 am to 11:30 pm | Certificate Distribution, Photo Session, Experience Sharing and Future Plans
- 11:35 | A group photo at Library

What after summer school
- To go ChatGPT or Claude.ai or Gemini or Perplexity or DeepSeek or Groq.com or Mistral.ai
- Try following prompts
  1. I am a first year computer science student, I know python and basics of data science. Prepare a one year roadmap for grow in Data science, Data Analytics and Gen AI domain.
  2. I am an intermediate student in data science. Prepare a one year roadmap to grow in Gen AI domain.
  3. I am a non computer science student and Prepare a one year roadmap for grow in Data science, Data Analytics and Gen AI domain.
  4. Prepare a one year roadmap for grow in Data science, Data Analytics and Gen AI domain.
  5. Prepare a one year roadmap for grow in Image processing, NPL, Time series and Gen AI domain.
  6. Prepare a one year roadmap to become expert in the mathematics for Machine Learning and Deep Learning.
  7. Prepare a one year roadmap to become Grand Master in Kaggle and suggest some advance tips and tricks.

Thapar Summer School on ML & DL 2025 | 9th June - 18th July 2025

Content

Complete Exploratory Data Analysis And Feature Engineering In 3 Hours by Krish Naik | Click Here (Video)

0:00:00 Introduction

0:01:00 Zomato Dataset EDA

0:59:25 Black Friday Sales EDA

1:54:40 Flight Price Prediction EDA

Download & Install - R and R-Studio

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

RStudio - Click Here to download